[go: up one dir, main page]

MX2020014288A - Llamada de base-basada en inteligencia artificial. - Google Patents

Llamada de base-basada en inteligencia artificial.

Info

Publication number
MX2020014288A
MX2020014288A MX2020014288A MX2020014288A MX2020014288A MX 2020014288 A MX2020014288 A MX 2020014288A MX 2020014288 A MX2020014288 A MX 2020014288A MX 2020014288 A MX2020014288 A MX 2020014288A MX 2020014288 A MX2020014288 A MX 2020014288A
Authority
MX
Mexico
Prior art keywords
sequencing
input data
output
artificial intelligence
analytes
Prior art date
Application number
MX2020014288A
Other languages
English (en)
Inventor
Kishore Jaganathan
Amirali Kia
John Randall Gobbel
Original Assignee
Illumina Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from NL2023310A external-priority patent/NL2023310B1/en
Priority claimed from NL2023316A external-priority patent/NL2023316B1/en
Priority claimed from NL2023314A external-priority patent/NL2023314B1/en
Priority claimed from NL2023311A external-priority patent/NL2023311B9/en
Priority claimed from NL2023312A external-priority patent/NL2023312B1/en
Priority claimed from US16/825,987 external-priority patent/US11347965B2/en
Application filed by Illumina Inc filed Critical Illumina Inc
Priority claimed from PCT/US2020/024088 external-priority patent/WO2020191387A1/en
Publication of MX2020014288A publication Critical patent/MX2020014288A/es

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/10—Sequence alignment; Homology search
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23211—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with adaptive number of clusters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/907—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763—Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • G06V20/47—Detecting features for summarising video content
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/20—Allele or variant detection, e.g. single nucleotide polymorphism [SNP] detection
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/20—Sequence assembly
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/10—Signal processing, e.g. from mass spectrometry [MS] or from PCR
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/046—Forward inferencing; Production systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Biophysics (AREA)
  • Databases & Information Systems (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Computational Linguistics (AREA)
  • Biotechnology (AREA)
  • Epidemiology (AREA)
  • Bioethics (AREA)
  • Public Health (AREA)
  • Probability & Statistics with Applications (AREA)
  • Quality & Reliability (AREA)
  • Chemical & Material Sciences (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Analytical Chemistry (AREA)
  • Signal Processing (AREA)
  • Library & Information Science (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)

Abstract

La tecnología descrita procesa datos de entrada a través de una red neural y produce una representación alternativa de los datos de entrada. Los datos de entrada incluyen datos de imágenes por ciclo para cada uno de uno o más ciclos de secuenciación de una ejecución de secuenciación. Los datos de imágenes por ciclo exhiben las emisiones de intensidad de uno o más analitos y su fondo circundante capturado en un ciclo de secuenciación respectivo. La tecnología descrita procesa la representación alternativa a través de una capa de salida y produce una salida y llamadas de base a uno o más de los analitos en uno o más de los ciclos de secuenciación basados en la salida.
MX2020014288A 2019-03-21 2020-03-21 Llamada de base-basada en inteligencia artificial. MX2020014288A (es)

Applications Claiming Priority (16)

Application Number Priority Date Filing Date Title
US201962821618P 2019-03-21 2019-03-21
US201962821724P 2019-03-21 2019-03-21
US201962821766P 2019-03-21 2019-03-21
US201962821681P 2019-03-21 2019-03-21
US201962821602P 2019-03-21 2019-03-21
NL2023310A NL2023310B1 (en) 2019-03-21 2019-06-14 Training data generation for artificial intelligence-based sequencing
NL2023316A NL2023316B1 (en) 2019-03-21 2019-06-14 Artificial intelligence-based sequencing
NL2023314A NL2023314B1 (en) 2019-03-21 2019-06-14 Artificial intelligence-based quality scoring
NL2023311A NL2023311B9 (en) 2019-03-21 2019-06-14 Artificial intelligence-based generation of sequencing metadata
NL2023312A NL2023312B1 (en) 2019-03-21 2019-06-14 Artificial intelligence-based base calling
US16/825,987 US11347965B2 (en) 2019-03-21 2020-03-20 Training data generation for artificial intelligence-based sequencing
US16/825,991 US11210554B2 (en) 2019-03-21 2020-03-20 Artificial intelligence-based generation of sequencing metadata
US16/826,134 US11676685B2 (en) 2019-03-21 2020-03-20 Artificial intelligence-based quality scoring
US16/826,126 US11783917B2 (en) 2019-03-21 2020-03-20 Artificial intelligence-based base calling
US16/826,168 US11436429B2 (en) 2019-03-21 2020-03-21 Artificial intelligence-based sequencing
PCT/US2020/024088 WO2020191387A1 (en) 2019-03-21 2020-03-21 Artificial intelligence-based base calling

Publications (1)

Publication Number Publication Date
MX2020014288A true MX2020014288A (es) 2021-05-28

Family

ID=74041737

Family Applications (4)

Application Number Title Priority Date Filing Date
MX2020014288A MX2020014288A (es) 2019-03-21 2020-03-21 Llamada de base-basada en inteligencia artificial.
MX2020014299A MX2020014299A (es) 2019-03-21 2020-03-21 Generación de datos de entrenamiento para secuenciación basada en inteligencia artificial.
MX2020014293A MX2020014293A (es) 2019-03-21 2020-03-21 Generación de metadatos de secuenciación basada en inteligencia artificial.
MX2020014302A MX2020014302A (es) 2019-03-21 2020-03-22 Secuenciacion basada en inteligencia artificial.

Family Applications After (3)

Application Number Title Priority Date Filing Date
MX2020014299A MX2020014299A (es) 2019-03-21 2020-03-21 Generación de datos de entrenamiento para secuenciación basada en inteligencia artificial.
MX2020014293A MX2020014293A (es) 2019-03-21 2020-03-21 Generación de metadatos de secuenciación basada en inteligencia artificial.
MX2020014302A MX2020014302A (es) 2019-03-21 2020-03-22 Secuenciacion basada en inteligencia artificial.

Country Status (12)

Country Link
US (7) US11210554B2 (es)
EP (6) EP3942073A2 (es)
JP (6) JP7581190B2 (es)
KR (5) KR20210143154A (es)
CN (7) CN112789680B (es)
AU (5) AU2020241905A1 (es)
BR (4) BR112020026426A2 (es)
CA (1) CA3104951A1 (es)
IL (5) IL279533B2 (es)
MX (4) MX2020014288A (es)
MY (1) MY210241A (es)
SG (4) SG11202012461XA (es)

Families Citing this family (131)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11615285B2 (en) 2017-01-06 2023-03-28 Ecole Polytechnique Federale De Lausanne (Epfl) Generating and identifying functional subnetworks within structural networks
US11663478B2 (en) 2018-06-11 2023-05-30 Inait Sa Characterizing activity in a recurrent artificial neural network
US12412072B2 (en) 2018-06-11 2025-09-09 Inait Sa Characterizing activity in a recurrent artificial neural network
US11893471B2 (en) 2018-06-11 2024-02-06 Inait Sa Encoding and decoding information and artificial neural networks
US11972343B2 (en) 2018-06-11 2024-04-30 Inait Sa Encoding and decoding information
EP3617947A1 (en) * 2018-08-30 2020-03-04 Nokia Technologies Oy Apparatus and method for processing image data
US11569978B2 (en) 2019-03-18 2023-01-31 Inait Sa Encrypting and decrypting information
US11652603B2 (en) 2019-03-18 2023-05-16 Inait Sa Homomorphic encryption
US11210554B2 (en) 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
US11783917B2 (en) 2019-03-21 2023-10-10 Illumina, Inc. Artificial intelligence-based base calling
CN110084309B (zh) * 2019-04-30 2022-06-21 北京市商汤科技开发有限公司 特征图放大方法、装置和设备及计算机可读存储介质
WO2020225252A1 (en) * 2019-05-06 2020-11-12 Sony Corporation Electronic device, method and computer program
US11423306B2 (en) 2019-05-16 2022-08-23 Illumina, Inc. Systems and devices for characterization and performance analysis of pixel-based sequencing
US11593649B2 (en) 2019-05-16 2023-02-28 Illumina, Inc. Base calling using convolutions
US11522889B2 (en) 2019-08-07 2022-12-06 Rubrik, Inc. Anomaly and ransomware detection
WO2021055857A1 (en) * 2019-09-20 2021-03-25 Illumina, Inc. Artificial intelligence-based epigenetics
EP3816857A1 (en) * 2019-11-04 2021-05-05 TOMRA Sorting GmbH Neural network for bulk sorting
US11580401B2 (en) 2019-12-11 2023-02-14 Inait Sa Distance metrics and clustering in recurrent neural networks
US11816553B2 (en) 2019-12-11 2023-11-14 Inait Sa Output from a recurrent neural network
US11651210B2 (en) 2019-12-11 2023-05-16 Inait Sa Interpreting and improving the processing results of recurrent neural networks
US11797827B2 (en) * 2019-12-11 2023-10-24 Inait Sa Input into a neural network
US11977723B2 (en) * 2019-12-17 2024-05-07 Palantir Technologies Inc. Image tiling and distributive modification
AU2020411972A1 (en) * 2019-12-26 2022-08-25 Japanese Foundation For Cancer Research Pathological diagnosis assisting method using AI, and assisting device
US20210265016A1 (en) 2020-02-20 2021-08-26 Illumina, Inc. Data Compression for Artificial Intelligence-Based Base Calling
US12354008B2 (en) 2020-02-20 2025-07-08 Illumina, Inc. Knowledge distillation and gradient pruning-based compression of artificial intelligence-based base caller
EP4107735B1 (en) 2020-02-20 2025-11-26 Illumina, Inc. Artificial intelligence-based many-to-many base calling
US11687764B2 (en) * 2020-04-17 2023-06-27 Samsung Electronics Co., Ltd. System and method for increasing utilization of dot-product based neural network accelerator
CN111583940A (zh) * 2020-04-20 2020-08-25 东南大学 极低功耗关键词唤醒神经网络电路
US11977632B2 (en) * 2020-04-23 2024-05-07 Booz Allen Hamilton Inc. Evaluating automatic malware classifiers in the absence of reference labels
US11188778B1 (en) 2020-05-05 2021-11-30 Illumina, Inc. Equalization-based image processing and spatial crosstalk attenuator
JP7447708B2 (ja) * 2020-07-02 2024-03-12 オムロン株式会社 モデル生成装置、回帰装置、モデル生成方法、及びモデル生成プログラム
EP4189174B1 (en) * 2020-07-29 2024-07-17 Soilmec S.P.A. Foundation machine equiped with a system for the recognition of a human figure
US12019747B2 (en) * 2020-10-13 2024-06-25 International Business Machines Corporation Adversarial interpolation backdoor detection
US11800258B2 (en) * 2020-10-19 2023-10-24 University Of Florida Research Foundation, Incorporated High-performance CNN inference model at the pixel-parallel CMOS image sensor
US11361194B2 (en) * 2020-10-27 2022-06-14 Illumina, Inc. Systems and methods for per-cluster intensity correction and base calling
US12067499B2 (en) * 2020-11-02 2024-08-20 Adobe Inc. Increasing efficiency of inferencing digital videos utilizing machine-learning models
US11983916B2 (en) * 2020-11-11 2024-05-14 Ubtech Robotics Corp Ltd Relocation method, mobile machine using the same, and computer readable storage medium
CN112651299B (zh) * 2020-11-27 2025-01-10 纳微朗科技(深圳)有限公司 图片处理方法及其系统、应用以及计算机可读存储介质
US20220180630A1 (en) * 2020-12-04 2022-06-09 Intelinair, Inc. Resudue analysis and management system
TW202238209A (zh) * 2020-12-11 2022-10-01 國立中央大學 高通量無鏡頭成像方法和系統
CN112508457B (zh) * 2020-12-25 2024-05-31 树根互联股份有限公司 数据处理方法和装置、工业设备及存储介质
US12250235B2 (en) * 2021-01-29 2025-03-11 Rubrik, Inc. Scalable automated training framework
CN112949499A (zh) * 2021-03-04 2021-06-11 北京联合大学 一种基于ShuffleNet改进的MTCNN人脸检测方法
US11989628B2 (en) * 2021-03-05 2024-05-21 International Business Machines Corporation Machine teaching complex concepts assisted by computer vision and knowledge reasoning
US20220301657A1 (en) 2021-03-16 2022-09-22 Illumina, Inc. Tile location and/or cycle based weight set selection for base calling
EP4309080A1 (en) * 2021-03-16 2024-01-24 Illumina Software, Inc. Neural network parameter quantization for base calling
JP7664723B2 (ja) * 2021-03-23 2025-04-18 株式会社Ｓｃｒｅｅｎホールディングス 細胞計数方法、細胞計数のための機械学習モデルの構築方法、プログラムおよび記録媒体
US12273374B2 (en) * 2021-03-24 2025-04-08 Mayachitra, Inc. Malware detection using frequency domain-based image visualization and deep learning
US11195080B1 (en) 2021-03-29 2021-12-07 SambaNova Systems, Inc. Lossless tiling in convolution networks—tiling configuration
US11227207B1 (en) 2021-03-29 2022-01-18 SambaNova Systems, Inc. Lossless tiling in convolution networks—section boundaries
US11263170B1 (en) 2021-03-29 2022-03-01 SambaNova Systems, Inc. Lossless tiling in convolution networks—padding before tiling, location-based tiling, and zeroing-out
CN113052189B (zh) * 2021-03-30 2022-04-29 电子科技大学 一种基于改进的MobileNetV3特征提取网络
CA3183578A1 (en) * 2021-03-31 2022-10-06 Illumina Inc. Artificial intelligence-based base caller with contextual awareness
CN112801881B (zh) * 2021-04-13 2021-06-22 湖南大学 一种高分辨率高光谱计算成像方法、系统及介质
US20220336057A1 (en) 2021-04-15 2022-10-20 Illumina, Inc. Efficient voxelization for deep learning
US12217829B2 (en) 2021-04-15 2025-02-04 Illumina, Inc. Artificial intelligence-based analysis of protein three-dimensional (3D) structures
EP4323990A1 (en) * 2021-04-15 2024-02-21 Illumina, Inc. Deep convolutional neural networks to predict variant pathogenicity using three-dimensional (3d) protein structures
CN113100803B (zh) * 2021-04-20 2024-07-19 西门子数字医疗科技(上海)有限公司 用于显示静脉血栓的方法、装置、计算机设备和介质
US11693570B2 (en) * 2021-04-29 2023-07-04 EMC IP Holding Company LLC Machine learning to improve caching efficiency in a storage system
CN113361683B (zh) * 2021-05-18 2023-01-10 山东师范大学 一种生物仿脑存储方法及系统
US12271818B1 (en) * 2021-05-25 2025-04-08 Xilinx, Inc. Implementation-tuned architecture for neural network processing in a learned transform domain
CN113095304B (zh) * 2021-06-08 2021-09-03 成都考拉悠然科技有限公司 减弱重采样对行人重识别的影响的方法
CA3222270A1 (en) * 2021-06-24 2022-12-29 Vadim Lobanov Methods and systems for assay refinement
JP2023535662A (ja) * 2021-06-28 2023-08-21 ベイジン バイドゥ ネットコム サイエンス テクノロジー カンパニー リミテッド ビデオを修復するための方法、装置、機器、媒体及びコンピュータプログラム
CA3224402A1 (en) * 2021-06-29 2023-01-05 Eric Jon Ojard Signal-to-noise-ratio metric for determining nucleotide-base calls and base-call quality
US12530882B2 (en) 2021-07-01 2026-01-20 Illumina, Inc. Efficient artificial intelligence-based base calling of index sequences
WO2023283411A2 (en) * 2021-07-08 2023-01-12 Intelligent Virus Imaging Inc. Method for machine-learning based training and segmentation of overlapping objects
CN113343937B (zh) * 2021-07-15 2022-09-02 北华航天工业学院 一种基于深度卷积和注意力机制的唇语识别方法
US11455487B1 (en) 2021-10-26 2022-09-27 Illumina Software, Inc. Intensity extraction and crosstalk attenuation using interpolation and adaptation for base calling
KR20240031968A (ko) 2021-07-19 2024-03-08 일루미나, 인코포레이티드 염기 호출에 대한 보간 및 적응을 갖는 강도 추출
CN113552855B (zh) * 2021-07-23 2023-06-06 重庆英科铸数网络科技有限公司 工业设备动态阈值设定方法、装置、电子设备及存储介质
US12380599B2 (en) 2021-09-13 2025-08-05 Inait Sa Characterizing and improving of image processing
CN113780450B (zh) * 2021-09-16 2023-07-28 郑州云智信安安全技术有限公司 基于自编码神经网络的分布式存储方法及系统
NO348486B1 (en) * 2021-09-16 2025-02-10 Digifarm As Method and system for delineating agricultural fields in satellite images
CN113963199B (zh) * 2021-10-13 2023-04-18 电子科技大学 一种基于多种传感器特征融合和机器学习的医废识别方法
US11967165B2 (en) * 2021-11-15 2024-04-23 Accenture Global Solutions Limited Artificial intelligence (AI) based document processing and validation
CN117999359A (zh) * 2021-12-03 2024-05-07 深圳华大生命科学研究院 核酸样本的碱基识别方法及装置
CN114200548B (zh) * 2021-12-15 2023-07-18 南京信息工程大学 基于SE-Resnet模型的延伸期气象要素预报方法
CN114445456B (zh) * 2021-12-23 2023-04-07 西北工业大学 基于部分模型的数据驱动智能机动目标跟踪方法及装置
CN117063240A (zh) * 2021-12-24 2023-11-14 上海芯像生物科技有限公司 基于深度学习的核酸测序方法和系统
CN114565833B (zh) * 2021-12-27 2025-09-23 理大产学研基地(深圳)有限公司 基于轮廓引导和结构注意的全卷积网络建筑物提取方法
CN114300047A (zh) * 2022-01-28 2022-04-08 赛纳生物科技(北京)有限公司 一种基因测序信号强度获取的方法
CN114465909B (zh) * 2022-02-09 2024-03-22 哈尔滨工业大学 一种智能感知边缘计算融合纳米组网装置
CN114611393B (zh) * 2022-03-11 2025-05-30 电子科技大学 一种基于多目标优化的高效网络拓扑信息搜集方法
CN114821223B (zh) * 2022-03-30 2025-07-08 杭州阿里巴巴海外互联网产业有限公司 预训练图像文本模型处理方法和图文检索系统
EP4515451A1 (en) * 2022-04-27 2025-03-05 British Telecommunications public limited company Neural network construction
CN114648723B (zh) * 2022-04-28 2024-08-02 之江实验室 基于时间一致性对比学习的动作规范性检测方法和装置
US12535336B2 (en) 2022-05-05 2026-01-27 Here Global B.V. Method, apparatus, and computer program product for map geometry generation based on data aggregation and conflation
US12281916B2 (en) 2022-05-05 2025-04-22 Here Global B.V. Method, apparatus, and computer program product for map geometry generation based on data aggregation and conflation with statistical analysis
US12287225B2 (en) 2022-05-05 2025-04-29 Here Global B.V. Method, apparatus, and computer program product for lane geometry generation based on graph estimation
US12292308B2 (en) 2022-05-05 2025-05-06 Here Global B.V. Method, apparatus, and computer program product for map geometry generation based on object detection
EP4273500A1 (en) * 2022-05-05 2023-11-08 HERE Global B.V. Method, apparatus, and computer program product for probe data-based geometry generation
CN114706798B (zh) * 2022-06-08 2022-08-12 四川省人工智能研究院(宜宾) 基于注意力机制的固态硬盘数据预取方法
CN115078430B (zh) * 2022-06-10 2023-03-24 水木未来(北京)科技有限公司 确定冷冻电镜载网支持膜质量的方法及装置
CN119278464A (zh) * 2022-06-16 2025-01-07 深圳华大基因科技有限公司 图像处理方法、装置及系统
CN117472266A (zh) * 2022-07-22 2024-01-30 戴尔产品有限公司 用于处理图像的方法、设备和计算机程序产品
US12488778B2 (en) 2022-07-26 2025-12-02 Nvidia Corporation Normalizing flows with neural splines for high-quality speech synthesis
CN115331034A (zh) * 2022-09-13 2022-11-11 郑州思昆生物工程有限公司 一种受干扰的测序图像的识别方法、装置、设备及介质
US20240104730A1 (en) * 2022-09-27 2024-03-28 The University Of Hong Kong Systems and methods of correcting batch effect in biological images
US12417760B2 (en) 2022-10-07 2025-09-16 Nvidia Corporation Speaker identification, verification, and diarization using neural networks for conversational AI systems and applications
CN115409174B (zh) * 2022-11-01 2023-03-31 之江实验室 一种基于dram存内计算的碱基序列过滤方法与装置
US12482487B2 (en) 2022-11-03 2025-11-25 Nvidia Corporation Multi-scale speaker diarization for conversational AI systems and applications
US20240161728A1 (en) * 2022-11-10 2024-05-16 Nvidia Corporation Synthetic speech generation for conversational ai systems and applications
JP7788364B2 (ja) * 2022-11-16 2025-12-18 ルネサスエレクトロニクス株式会社 画像処理装置及び画像処理方法
KR20240112119A (ko) * 2023-01-11 2024-07-18 삼성전자주식회사 분산 학습 시스템을 위한 데이터 로딩 방법 및 장치
CN116094068A (zh) * 2023-03-21 2023-05-09 国网福建省电力有限公司 基于碳排放预测机制的电网调度方法、设备及介质
WO2024238991A2 (en) * 2023-05-18 2024-11-21 University Of Washington Using predicted ionic current signals generated during nanopore translocation to classify proteins
CN116363403B (zh) * 2023-05-26 2023-08-11 深圳赛陆医疗科技有限公司 用于基因样本的图像识别方法、图像识别系统和存储介质
US20240428076A1 (en) * 2023-06-23 2024-12-26 Robert Bosch Gmbh Torchdeq: a library for deep equilibrium models
CN116863220A (zh) * 2023-07-04 2023-10-10 华南理工大学 一种基于几何密度感知的对抗点云生成方法及装置
US20250037286A1 (en) * 2023-07-25 2025-01-30 Fei Company Interface detection in reciprocal space
US12518859B2 (en) * 2023-07-26 2026-01-06 Helix, Inc. Systems and methods for providing test results of gene sequencing data on a recurring basis
WO2025061942A1 (en) * 2023-09-20 2025-03-27 Illumina, Inc. Sequencing error identification and correction
CN117275583B (zh) * 2023-09-27 2024-04-16 四川大学 基于量子技术的基因搜索blast加速方法及系统
KR102731498B1 (ko) * 2023-10-11 2024-11-18 주식회사 사피온코리아 어텐션 기반의 모델에 의해 계산된 키 및 밸류를 캐싱하기 위한 방법 및 장치
WO2025095518A1 (ko) * 2023-10-30 2025-05-08 (주)심플랫폼 포인트 클라우드 경계 생성 시스템 및 방법
CN117437976B (zh) * 2023-12-21 2024-04-02 深圳人体密码基因科技有限公司 基于基因检测的疾病风险筛查方法及系统
WO2025137825A1 (zh) * 2023-12-25 2025-07-03 深圳华大生命科学研究院 核酸分子测序方法及相关装置
CN118171212A (zh) * 2023-12-27 2024-06-11 北京诺赛基因组研究中心有限公司 基于CNN和SVM的Sanger测序结果质检方法
KR20250102496A (ko) 2023-12-28 2025-07-07 이화여자대학교 산학협력단 정확도 정보 및 유사도 정보를 이용한 양자화 인공지능 학습 처리 장치 및 방법
CN117574133B (zh) * 2024-01-11 2024-04-02 湖南工商大学 一种不安全生产行为识别方法及相关设备
KR20250134921A (ko) 2024-03-05 2025-09-12 이화여자대학교 산학협력단 최적화된 클래스 가중치를 이용한 인공지능 학습 처리 장치 및 방법
WO2025190902A1 (en) * 2024-03-13 2025-09-18 Illumina, Inc. Improving base calling quality scores
US20250307355A1 (en) * 2024-03-30 2025-10-02 Infosys Limited System and method for website deployment based on page strand and sub-strand
CN118470361B (zh) * 2024-07-15 2024-09-03 中国人民解放军火箭军工程大学 一种基于神经网络的sar影像适配区选取预测方法
US12487564B2 (en) 2024-12-19 2025-12-02 Digital Global Systems, Inc. Systems and methods of sensor data fusion
US12314346B2 (en) 2024-12-19 2025-05-27 Digital Global Systems, Inc. Systems and methods of sensor data fusion
US12479105B2 (en) * 2024-12-19 2025-11-25 Digital Global Systems, Inc Systems and methods of sensor data fusion
CN120636506B (zh) * 2025-08-14 2026-01-02 成都佰维存储科技有限公司 功耗测试与数据分析方法、装置以及电子设备
CN120851034B (zh) * 2025-09-22 2026-01-27 前方高能人工智能科技(成都)有限公司 结合rpa与ai的日志数据可视化分析方法及系统
CN121024627B (zh) * 2025-10-29 2026-01-30 中交一公局第五工程有限公司 基于lstm网络的tbm掘进参数智能优化决策系统

Family Cites Families (256)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2044616A1 (en) 1989-10-26 1991-04-27 Roger Y. Tsien Dna sequencing
US5502773A (en) 1991-09-20 1996-03-26 Vanderbilt University Method and apparatus for automated processing of DNA sequence data
US5641658A (en) 1994-08-03 1997-06-24 Mosaic Technologies, Inc. Method for performing amplification of nucleic acid with two primers bound to a single solid support
US6090592A (en) 1994-08-03 2000-07-18 Mosaic Technologies, Inc. Method for performing amplification of nucleic acid on supports
WO1996018205A1 (en) 1994-12-08 1996-06-13 Molecular Dynamics, Inc. Fluorescence imaging system employing a macro scanning objective
US5528050A (en) 1995-07-24 1996-06-18 Molecular Dynamics, Inc. Compact scan head with multiple scanning modalities
JP2002515738A (ja) * 1996-01-23 2002-05-28 アフィメトリックス，インコーポレイティド 核酸分析法
US7622294B2 (en) 1997-03-14 2009-11-24 Trustees Of Tufts College Methods for detecting target analytes and enzymatic reactions
US6327410B1 (en) 1997-03-14 2001-12-04 The Trustees Of Tufts College Target analyte sensors utilizing Microspheres
US6023540A (en) 1997-03-14 2000-02-08 Trustees Of Tufts College Fiber optic sensor with encoded microspheres
EP3034626A1 (en) 1997-04-01 2016-06-22 Illumina Cambridge Limited Method of nucleic acid sequencing
DE69824716D1 (de) 1997-04-01 2004-07-29 Manteia S A Methode zur sequenzierung von nukleinsäuren
US6332154B2 (en) 1998-09-11 2001-12-18 Genesys Telecommunications Laboratories, Inc. Method and apparatus for providing media-independent self-help modules within a multimedia communication-center customer interface
AR021833A1 (es) 1998-09-30 2002-08-07 Applied Research Systems Metodos de amplificacion y secuenciacion de acido nucleico
US20050244870A1 (en) 1999-04-20 2005-11-03 Illumina, Inc. Nucleic acid sequencing using microsphere arrays
US6355431B1 (en) 1999-04-20 2002-03-12 Illumina, Inc. Detection of nucleic acid amplification reactions using bead arrays
EP1923471B1 (en) 1999-04-20 2012-12-19 Illumina, Inc. Detection of nucleic acid reactions on bead arrays
US6770441B2 (en) 2000-02-10 2004-08-03 Illumina, Inc. Array compositions and methods of making same
DE60131194T2 (de) 2000-07-07 2008-08-07 Visigen Biotechnologies, Inc., Bellaire Sequenzbestimmung in echtzeit
WO2002014367A1 (fr) 2000-08-10 2002-02-21 Center For Advanced Science And Technology Incubation,Ltd. Facteur de croissance chimere de cellules endotheliales vasculaires de type humain
AU2001283299A1 (en) * 2000-08-14 2002-02-25 Incyte Genomics, Inc. Basecalling system and protocol
WO2002044425A2 (en) 2000-12-01 2002-06-06 Visigen Biotechnologies, Inc. Enzymatic nucleic acid synthesis: compositions and methods for altering monomer incorporation fidelity
AR031640A1 (es) 2000-12-08 2003-09-24 Applied Research Systems Amplificacion isotermica de acidos nucleicos en un soporte solido
US7668697B2 (en) * 2006-02-06 2010-02-23 Andrei Volkov Method for analyzing dynamic detectable events at the single molecule level
US20030062485A1 (en) 2001-09-28 2003-04-03 Fernandez Salvador M. Compact multiwavelength phase fluorometer
GB0127564D0 (en) 2001-11-16 2002-01-09 Medical Res Council Emulsion compositions
US7057026B2 (en) 2001-12-04 2006-06-06 Solexa Limited Labelled nucleotides
US20040002090A1 (en) 2002-03-05 2004-01-01 Pascal Mayer Methods for detecting genome-wide sequence variations associated with a phenotype
EP2607369B1 (en) 2002-08-23 2015-09-23 Illumina Cambridge Limited Modified nucleotides for polynucleotide sequencing
US6914961B2 (en) 2002-09-30 2005-07-05 Teradyne, Inc. Speed binning by neural network
WO2004059006A1 (en) 2002-12-25 2004-07-15 Casio Computer Co., Ltd. Optical dna sensor, dna reading apparatus, identification method of dna and manufacturing method of optical dna sensor
CA2513535C (en) 2003-01-29 2012-06-12 454 Corporation Bead emulsion nucleic acid amplification
US7575865B2 (en) 2003-01-29 2009-08-18 454 Life Sciences Corporation Methods of amplifying and sequencing nucleic acids
SE0301945D0 (sv) * 2003-06-30 2003-06-30 Gyros Ab Confidence determination
US8048627B2 (en) 2003-07-05 2011-11-01 The Johns Hopkins University Method and compositions for detection and enumeration of genetic variations
GB0321306D0 (en) 2003-09-11 2003-10-15 Solexa Ltd Modified polymerases for improved incorporation of nucleotide analogues
JP4587664B2 (ja) 2003-12-19 2010-11-24 パナソニック株式会社 発光装置
US20050145249A1 (en) 2003-12-31 2005-07-07 Solyntjes Alan J. Personal respiratory protection device that has a permanent or semi-permanent bayonet connection
JP2007525571A (ja) 2004-01-07 2007-09-06 ソレクサ リミテッド 修飾分子アレイ
US7035740B2 (en) * 2004-03-24 2006-04-25 Illumina, Inc. Artificial intelligence and global normalization methods for genotyping
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
JP2008513782A (ja) 2004-09-17 2008-05-01 パシフィック バイオサイエンシーズ オブ カリフォルニア， インコーポレイテッド 分子解析のための装置及び方法
WO2006064199A1 (en) 2004-12-13 2006-06-22 Solexa Limited Improved method of nucleotide detection
US20060178901A1 (en) 2005-01-05 2006-08-10 Cooper Kelana L Home movies television (HMTV)
SE529136C2 (sv) 2005-01-24 2007-05-08 Volvo Lastvagnar Ab Styrväxelkylare
JP2008545959A (ja) * 2005-05-25 2008-12-18 スティフテルセン ウニヴェルジテーツフォルスクニング ベルゲン 顕微鏡装置および薬品、物理療法と生物学的危険物質のためのふるい分け（ｓｃｒｅｅｎｉｎｇ）方法
FR2886433B1 (fr) * 2005-05-30 2007-09-07 Commissariat Energie Atomique Methode de segmentation d'une sequence d'images tridimensionnelles, notamment en pharmaco-imagerie.
US7293515B2 (en) 2005-06-10 2007-11-13 Janome Sewing Machine Co., Ltd. Embroidery sewing machine
CN101466847B (zh) 2005-06-15 2014-02-19 考利达基因组股份有限公司 用于遗传和化学分析的单分子阵列
GB0514910D0 (en) 2005-07-20 2005-08-24 Solexa Ltd Method for sequencing a polynucleotide template
GB0514936D0 (en) 2005-07-20 2005-08-24 Solexa Ltd Preparation of templates for nucleic acid sequencing
DE102005036355A1 (de) 2005-07-29 2007-02-01 Cairos Technologies Ag Verfahren zur Erfassung der Kraft- und Bewegungsverhältnisse an einem Spielgerät
GB0517097D0 (en) 2005-08-19 2005-09-28 Solexa Ltd Modified nucleosides and nucleotides and uses thereof
US7405281B2 (en) 2005-09-29 2008-07-29 Pacific Biosciences Of California, Inc. Fluorescent nucleotide analogs and uses therefor
GB0522310D0 (en) 2005-11-01 2005-12-07 Solexa Ltd Methods of preparing libraries of template polynucleotides
US7329860B2 (en) 2005-11-23 2008-02-12 Illumina, Inc. Confocal imaging methods and apparatus
JP2007199397A (ja) 2006-01-26 2007-08-09 Nikon Corp 顕微鏡装置
JP5297207B2 (ja) * 2006-03-10 2013-09-25 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ スペクトル分析を介したｄｎａパターンの同定方法及びシステム
US20080009420A1 (en) 2006-03-17 2008-01-10 Schroth Gary P Isothermal methods for creating clonal single molecule arrays
EP3722409A1 (en) 2006-03-31 2020-10-14 Illumina, Inc. Systems and devices for sequence by synthesis analysis
EP2038408A1 (en) 2006-06-22 2009-03-25 Novozymes A/S Preparation of dough and baked products
US7754429B2 (en) 2006-10-06 2010-07-13 Illumina Cambridge Limited Method for pair-wise sequencing a plurity of target polynucleotides
US7414716B2 (en) 2006-10-23 2008-08-19 Emhart Glass S.A. Machine for inspecting glass containers
US8343746B2 (en) 2006-10-23 2013-01-01 Pacific Biosciences Of California, Inc. Polymerase enzymes and reagents for enhanced nucleic acid sequencing
US20080242560A1 (en) 2006-11-21 2008-10-02 Gunderson Kevin L Methods for generating amplified nucleic acid arrays
JP2010516285A (ja) 2007-01-26 2010-05-20 イルミナ インコーポレイテッド 核酸配列決定システムおよび方法
JP2010521272A (ja) * 2007-03-16 2010-06-24 エスティーアイ・メディカル・システムズ・エルエルシー 標準化された撮像データを実現するために撮像デバイスに自動品質フィードバックを与える方法
US8703422B2 (en) 2007-06-06 2014-04-22 Pacific Biosciences Of California, Inc. Methods and processes for calling bases in sequence by incorporation methods
AU2008261935B2 (en) 2007-06-06 2013-05-02 Pacific Biosciences Of California, Inc. Methods and processes for calling bases in sequence by incorporation methods
US9233253B2 (en) 2012-01-16 2016-01-12 Greatbatch Ltd. EMI filtered co-connected hermetic feedthrough, feedthrough capacitor and leadwire assembly for an active implantable medical device
US8039817B2 (en) 2008-05-05 2011-10-18 Illumina, Inc. Compensator for multiple surface imaging
WO2010003132A1 (en) 2008-07-02 2010-01-07 Illumina Cambridge Ltd. Using populations of beads for the fabrication of arrays on surfaces
US8407012B2 (en) 2008-07-03 2013-03-26 Cold Spring Harbor Laboratory Methods and systems of DNA sequencing
EP2327061A4 (en) * 2008-08-15 2016-11-16 Univ Brown METHOD AND DEVICE FOR ESTIMATING BODY SHAPES
US8175379B2 (en) * 2008-08-22 2012-05-08 Adobe Systems Incorporated Automatic video image segmentation
WO2010039553A1 (en) 2008-10-03 2010-04-08 Illumina, Inc. Method and system for determining the accuracy of dna base identifications
US20100157086A1 (en) 2008-12-15 2010-06-24 Illumina, Inc Dynamic autofocus method and system for assay imager
US8300971B2 (en) * 2009-04-17 2012-10-30 LevelSet Systems, Inc. Method and apparatus for image processing for massive parallel DNA sequencing
EP2435983A4 (en) * 2009-05-28 2017-08-23 Hewlett-Packard Development Company, L.P. Image processing
US9524369B2 (en) 2009-06-15 2016-12-20 Complete Genomics, Inc. Processing and analysis of complex nucleic acid sequence data
US8182994B2 (en) 2009-09-15 2012-05-22 Illumina Cambridge Limited Centroid markers for image analysis of high denisty clusters in complex polynucleotide sequencing
US20140152801A1 (en) 2009-10-28 2014-06-05 Alentic Microscience Inc. Detecting and Using Light Representative of a Sample
US9023769B2 (en) 2009-11-30 2015-05-05 Complete Genomics, Inc. cDNA library for nucleic acid sequencing
US8965076B2 (en) 2010-01-13 2015-02-24 Illumina, Inc. Data processing system and methods
US10619195B2 (en) 2010-04-06 2020-04-14 Massachusetts Institute Of Technology Gene-expression profiling with reduced numbers of transcript measurements
US20110286628A1 (en) * 2010-05-14 2011-11-24 Goncalves Luis F Systems and methods for object recognition using a large database
EP2390810B1 (en) 2010-05-26 2019-10-16 Tata Consultancy Services Limited Taxonomic classification of metagenomic sequences
US20120015825A1 (en) 2010-07-06 2012-01-19 Pacific Biosciences Of California, Inc. Analytical systems and methods with software mask
EP2632593B1 (en) 2010-10-27 2021-09-29 Illumina, Inc. Flow cells for biological or chemical analysis
DE102010062341B4 (de) 2010-12-02 2023-05-17 Carl Zeiss Microscopy Gmbh Vorrichtung zur Erhöhung der Tiefendiskriminierung optisch abbildender Systeme
US20130090860A1 (en) * 2010-12-30 2013-04-11 Life Technologies Corporation Methods, systems, and computer readable media for making base calls in nucleic acid sequencing
US20130060482A1 (en) 2010-12-30 2013-03-07 Life Technologies Corporation Methods, systems, and computer readable media for making base calls in nucleic acid sequencing
US10241075B2 (en) 2010-12-30 2019-03-26 Life Technologies Corporation Methods, systems, and computer readable media for nucleic acid sequencing
US8951781B2 (en) 2011-01-10 2015-02-10 Illumina, Inc. Systems, methods, and apparatuses to image a sample for biological or chemical analysis
CN107368705B (zh) 2011-04-14 2021-07-13 完整基因有限公司 分析生物体的基因组dna的方法和计算机系统
US8778848B2 (en) 2011-06-09 2014-07-15 Illumina, Inc. Patterned flow-cells useful for nucleic acid analysis
CA3104322C (en) 2011-09-23 2023-06-13 Illumina, Inc. Methods and compositions for nucleic acid sequencing
US11914674B2 (en) 2011-09-24 2024-02-27 Z Advanced Computing, Inc. System and method for extremely efficient image and pattern recognition and artificial intelligence platform
EP3305400A3 (en) 2011-10-28 2018-06-06 Illumina, Inc. Microarray fabrication system and method
US9279154B2 (en) 2011-12-21 2016-03-08 Illumina, Inc. Apparatus and methods for kinetic analysis and determination of nucleic acid sequences
US8660342B2 (en) * 2012-01-24 2014-02-25 Telefonica, S.A. Method to assess aesthetic quality of photographs
KR102118211B1 (ko) 2012-04-03 2020-06-02 일루미나, 인코포레이티드 핵산 서열분석에 유용한 통합 광전자 판독 헤드 및 유체 카트리지
US8906320B1 (en) 2012-04-16 2014-12-09 Illumina, Inc. Biosensors for biological or chemical analysis and systems and methods for same
US10068054B2 (en) 2013-01-17 2018-09-04 Edico Genome, Corp. Bioinformatics systems, apparatuses, and methods executed on an integrated circuit processing platform
WO2014113736A1 (en) * 2013-01-17 2014-07-24 Edico Genome Corp. Bioinformatics systems, apparatuses, and methods executed on an integrated circuit processing platform
US9512422B2 (en) 2013-02-26 2016-12-06 Illumina, Inc. Gel patterned surfaces
WO2014142831A1 (en) 2013-03-13 2014-09-18 Illumina, Inc. Methods and systems for aligning repetitive dna elements
EP2971070B2 (en) 2013-03-14 2021-03-03 Illumina, Inc. Modified polymerases for improved incorporation of nucleotide analogues
EP2973397B1 (en) * 2013-03-15 2017-08-02 Ventana Medical Systems, Inc. Tissue object-based machine learning system for automated scoring of digital whole slides
US9708656B2 (en) 2013-05-06 2017-07-18 Pacific Biosciences Of California, Inc. Real-time electronic sequencing
HUE041318T2 (hu) 2013-07-01 2019-05-28 Illumina Inc Katalizátormentes felület-funkcionalizálás és polimer-ojtás
ES2875892T3 (es) 2013-09-20 2021-11-11 Spraying Systems Co Boquilla de pulverización para craqueo catalítico fluidizado
US9299004B2 (en) * 2013-10-24 2016-03-29 Adobe Systems Incorporated Image foreground detection
LT3077943T (lt) 2013-12-03 2020-10-12 Illumina, Inc. Vaizdo duomenų analizės būdai ir sistemos
KR102271774B1 (ko) 2013-12-10 2021-06-30 일루미나, 인코포레이티드 생물학적 또는 화학적 분석을 위한 바이오센서들 및 이를 제조하기 위한 방법
EP3084002A4 (en) * 2013-12-16 2017-08-23 Complete Genomics, Inc. Basecaller for dna sequencing using machine learning
US9677132B2 (en) 2014-01-16 2017-06-13 Illumina, Inc. Polynucleotide modification on solid support
GB201408853D0 (en) 2014-05-19 2014-07-02 Diamond Light Source Ltd Analysis of signals from pixellated detectors of ionizing radiation
US20170228496A1 (en) * 2014-07-25 2017-08-10 Ontario Institute For Cancer Research System and method for process control of gene sequencing
US10127448B2 (en) * 2014-08-27 2018-11-13 Bae Systems Information And Electronic Systems Integration Inc. Method and system for dismount detection in low-resolution UAV imagery
AU2015314114B2 (en) 2014-09-12 2021-01-21 Illumina Cambridge Limited Detecting repeat expansions with short read sequencing data
WO2016060974A1 (en) * 2014-10-13 2016-04-21 Life Technologies Corporation Methods, systems, and computer-readable media for accelerated base calling
CA2965578C (en) 2014-10-31 2024-03-19 Illumina Cambridge Limited Polymers and dna copolymer coatings
RU2580425C1 (ru) 2014-11-28 2016-04-10 Общество С Ограниченной Ответственностью "Яндекс" Способ структуризации хранящихся объектов в связи с пользователем на сервере и сервер
EP3213296B1 (en) * 2014-12-02 2020-02-19 Shanghai United Imaging Healthcare Co., Ltd. A method and system for image processing
CN107735496B (zh) 2014-12-26 2021-05-07 株式会社日立高新技术 核酸分析装置
IL236598A0 (en) 2015-01-05 2015-05-31 Superfish Ltd Image similarity as a function of image weighted image descriptors generated from neural networks
CN105989248B (zh) * 2015-02-05 2018-11-27 中国科学院数学与系统科学研究院 用于多个分子信号的数据处理方法和装置
KR20160103398A (ko) 2015-02-24 2016-09-01 삼성전자주식회사 이미지의 품질 측정 방법 및 장치
US10410118B2 (en) 2015-03-13 2019-09-10 Deep Genomics Incorporated System and method for training neural networks
WO2016172612A1 (en) * 2015-04-23 2016-10-27 Cedars-Sinai Medical Center Automated delineation of nuclei for three dimensional (3-d) high content screening
US9836839B2 (en) 2015-05-28 2017-12-05 Tokitae Llc Image analysis systems and related methods
US10061972B2 (en) * 2015-05-28 2018-08-28 Tokitae Llc Image analysis systems and related methods
CA2894317C (en) 2015-06-15 2023-08-15 Deep Genomics Incorporated Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network
US10185803B2 (en) 2015-06-15 2019-01-22 Deep Genomics Incorporated Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network
JP2018527647A (ja) 2015-06-22 2018-09-20 カウンシル， インコーポレイテッド 遺伝子配列バリアントの病原性を予測する方法
WO2017027783A1 (en) 2015-08-13 2017-02-16 Centrillion Technology Holdings Corporation Methods for synchronising nucleic acid molecules
US10176408B2 (en) 2015-08-14 2019-01-08 Elucid Bioimaging Inc. Systems and methods for analyzing pathologies utilizing quantitative imaging
US11094058B2 (en) 2015-08-14 2021-08-17 Elucid Bioimaging Inc. Systems and method for computer-aided phenotyping (CAP) using radiologic images
US10755810B2 (en) 2015-08-14 2020-08-25 Elucid Bioimaging Inc. Methods and systems for representing, storing, and accessing computable medical imaging-derived quantities
AU2016313775A1 (en) * 2015-09-02 2018-02-08 Ventana Medical Systems, Inc. Automated analysis of cellular samples having intermixing of analytically distinct patterns of analyte staining
EP3147650A1 (en) 2015-09-22 2017-03-29 MyCartis N.V. Cross-talk correction in multiplexing analysis of biological sample
US10930372B2 (en) 2015-10-02 2021-02-23 Northrop Grumman Systems Corporation Solution for drug discovery
US10474951B2 (en) 2015-10-23 2019-11-12 Nec Corporation Memory efficient scalable deep learning with model parallelization
WO2017098015A1 (en) 2015-12-10 2017-06-15 Qiagen Gmbh Background compensation
KR102592076B1 (ko) 2015-12-14 2023-10-19 삼성전자주식회사 딥러닝 기반 영상 처리 장치 및 방법, 학습 장치
WO2017153848A1 (en) * 2016-03-10 2017-09-14 Genomic Vision Method of curvilinear signal detection and analysis and associated platform
EP3443121A4 (en) * 2016-04-11 2020-04-22 Agency for Science, Technology and Research HIGH-THROUGHPUT METHOD FOR PRECISELY PREDICTING CONNECTION-INDIVIDUAL DAMAGE
GB2549554A (en) 2016-04-21 2017-10-25 Ramot At Tel-Aviv Univ Ltd Method and system for detecting an object in an image
SG11201809171VA (en) 2016-04-22 2018-11-29 Illumina Inc Photonic stucture-based devices and compositions for use in luminescent imaging of multiple sites within a pixel, and methods of using the same
US20180211001A1 (en) 2016-04-29 2018-07-26 Microsoft Technology Licensing, Llc Trace reconstruction from noisy polynucleotide sequencer reads
US10354747B1 (en) 2016-05-06 2019-07-16 Verily Life Sciences Llc Deep learning analysis pipeline for next generation sequencing
US10711299B2 (en) 2016-06-01 2020-07-14 Quantum-Si Incorporated Pulse caller and base caller
EP3982368B1 (en) * 2016-06-07 2024-04-10 Illumina, Inc. Bioinformatics systems, apparatuses, and methods for performing secondary and/or tertiary processing
US20180107927A1 (en) 2016-06-15 2018-04-19 Deep Genomics Incorporated Architectures for training neural networks using biological sequences, conservation, and molecular phenotypes
WO2018029108A1 (en) 2016-08-08 2018-02-15 F. Hoffmann-La Roche Ag Basecalling for stochastic sequencing processes
CA3027179C (en) * 2016-10-07 2023-06-27 Illumina, Inc. System and method for secondary analysis of nucleotide sequencing data
CN106529424B (zh) * 2016-10-20 2019-01-04 中山大学 一种基于选择性搜索算法的车标检测识别方法及系统
EP3552389A4 (en) * 2016-11-11 2021-07-28 University of South Florida AUTOMATED STEREOLOGY FOR DETERMINING FABRIC PROPERTIES
US20180276333A1 (en) * 2016-11-22 2018-09-27 Genetic Intelligence, Inc. Convolutional artificial neural networks, systems and methods of use
TWI795380B (zh) 2016-12-01 2023-03-11 美商伯克利之光生命科技公司 針對微流體裝置中的微物件之自動偵測及重定位
CN108203847B (zh) * 2016-12-16 2022-01-04 深圳华大智造科技股份有限公司 用于二代测序质量评估的文库、试剂及应用
EP4567728A1 (en) * 2016-12-22 2025-06-11 Ventana Medical Systems, Inc. Computer scoring based on primary stain and immunohistochemistry images
CN106770114B (zh) * 2016-12-23 2018-03-13 西安交通大学 一种高通量测序碱基荧光识别系统装置与方法
US11891647B2 (en) 2016-12-28 2024-02-06 Native Microbials, Inc. Methods, apparatuses, and systems for analyzing complete microorganism strains in complex heterogeneous communities, determining functional relationships and interactions thereof, and identifying and synthesizing bioreactive modificators based thereon
ES2917403T3 (es) 2017-01-06 2022-07-08 Illumina Inc Corrección de ajuste de fase
US10858661B2 (en) 2017-01-10 2020-12-08 University-Industry Cooperation Group Of Kyung Hee University Use of Methylomonas sp. DH-1 strain and its transformants
EP4534692A3 (en) 2017-01-18 2025-06-18 Illumina, Inc. Methods and systems for generation and error-correction of unique molecular index sets with heterogeneous molecular lengths
US10740880B2 (en) 2017-01-18 2020-08-11 Elucid Bioimaging Inc. Systems and methods for analyzing pathologies utilizing quantitative imaging
US10491239B1 (en) 2017-02-02 2019-11-26 Habana Labs Ltd. Large-scale computations using an adaptive numerical format
US10930370B2 (en) * 2017-03-03 2021-02-23 Microsoft Technology Licensing, Llc Polynucleotide sequencer tuned to artificial polynucleotides
NL2018852B1 (en) 2017-05-05 2018-11-14 Illumina Inc Optical distortion correction for imaged samples
AU2018231017B2 (en) 2017-03-07 2021-09-09 Illumina Cambridge Limited Single light source, two-optical channel sequencing
US10713794B1 (en) 2017-03-16 2020-07-14 Facebook, Inc. Method and system for using machine-learning for object instance segmentation
JP6915349B2 (ja) * 2017-04-04 2021-08-04 コニカミノルタ株式会社 画像処理装置、画像処理方法、及び画像処理プログラム
DK3872187T3 (da) 2017-04-23 2022-12-05 Illumina Cambridge Ltd Sammensætninger og fremgangsmåder til forbedring af prøveidentificering i indekserede nukleinsyrebiblioteker
US10943255B1 (en) 2017-04-28 2021-03-09 Snap Inc. Methods and systems for interactive advertising with media collections
CN110799653B (zh) 2017-05-01 2025-01-03 伊鲁米那股份有限公司 用于多重大规模平行测序的最佳索引序列
US10552663B2 (en) 2017-05-02 2020-02-04 Techcyte, Inc. Machine learning classification and training for digital microscopy cytology images
GB201707138D0 (en) 2017-05-04 2017-06-21 Oxford Nanopore Tech Ltd Machine learning analysis of nanopore measurements
CN110832087B (zh) 2017-05-08 2025-03-18 伊鲁米那股份有限公司 用于多核苷酸样品的索引的通用短衔接子
CA3062858A1 (en) 2017-05-12 2018-11-15 The Regents Of The University Of Michigan Individual and cohort pharmacological phenotype prediction platform
ES2986639T3 (es) 2017-05-26 2024-11-12 Life Technologies Corp Métodos para detectar grandes reordenamientos en BRCA1/2
KR102487135B1 (ko) * 2017-06-20 2023-01-10 일루미나, 인코포레이티드 기지 또는 미지의 유전자형의 다수의 기여자로부터 dna 혼합물을 분해 및 정량하기 위한 방법 및 시스템
SG11201911530RA (en) * 2017-06-20 2020-01-30 Illumina Inc Methods for accurate computational decomposition of dna mixtures from contributors of unknown genotypes
US11587644B2 (en) * 2017-07-28 2023-02-21 The Translational Genomics Research Institute Methods of profiling mass spectral data using neural networks
EP3662482A1 (en) 2017-07-31 2020-06-10 Illumina Inc. Sequencing system with multiplexed biological sample aggregation
ES2999650T3 (en) 2017-08-01 2025-02-26 Illumina Inc Spatial indexing of genetic material and library preparation using hydrogel beads and flow cells
EP3669325B1 (en) 2017-08-14 2023-09-27 Raytheon Company Subtraction algorithm for detection of tumors
CN107563150B (zh) 2017-08-31 2021-03-19 深圳大学 蛋白质结合位点的预测方法、装置、设备及存储介质
US10706535B2 (en) * 2017-09-08 2020-07-07 International Business Machines Corporation Tissue staining quality determination
US11507806B2 (en) 2017-09-08 2022-11-22 Rohit Seth Parallel neural processor for Artificial Intelligence
KR102322055B1 (ko) 2017-09-15 2021-11-04 일루미나, 인코포레이티드 서열-검출 시스템의 조율 및 교정 특징
WO2019075245A1 (en) * 2017-10-11 2019-04-18 Beyond Limits, Inc. STATIC MOTOR AND NEURONAL NETWORK FOR COGNITIVE TANK SYSTEM
US11397889B2 (en) 2017-10-16 2022-07-26 Illumina, Inc. Aberrant splicing detection using convolutional neural networks (CNNs)
US10540591B2 (en) 2017-10-16 2020-01-21 Illumina, Inc. Deep learning-based techniques for pre-training deep convolutional neural networks
EP3622521A1 (en) 2017-10-16 2020-03-18 Illumina, Inc. Deep convolutional neural networks for variant classification
US11609224B2 (en) * 2017-10-26 2023-03-21 Essenlix Corporation Devices and methods for white blood cell analyses
EP3701260A4 (en) 2017-10-26 2021-10-27 Essenlix Corporation SYSTEM AND PROCEDURE FOR IMAGE-BASED EXAMINATION USING CROF AND MACHINE LEARNING
US11326989B2 (en) * 2017-10-26 2022-05-10 Essenlix Corporation Devices and methods for tissue and cell staining
EP3700856A4 (en) 2017-10-26 2021-12-15 Ultima Genomics, Inc. METHODS AND SYSTEMS FOR SEQUENCE CALL
WO2019084559A1 (en) 2017-10-27 2019-05-02 Apostle, Inc. SOMATIC MUTATION CANCER PATHOGENIC IMPACT PREDICTION USING DEEP LEARNING BASED METHODS
DK3707723T3 (da) 2017-11-06 2023-12-18 Illumina Inc Teknikker til indeksering af nukleinsyrer
US11062176B2 (en) * 2017-11-30 2021-07-13 Kofax, Inc. Object detection and image cropping using a multi-detector approach
WO2019108888A1 (en) * 2017-11-30 2019-06-06 The Research Foundation For The State University Of New York SYSTEM AND METHOD TO QUANTIFY TUMOR-INFILTRATING LYMPHOCYTES (TILs) FOR CLINICAL PATHOLOGY ANALYSIS
JP7231631B2 (ja) * 2017-12-05 2023-03-01 ベンタナ メディカル システムズ， インコーポレイテッド 腫瘍空間異質性およびインターマーカ異質性の計算方法
US11288576B2 (en) 2018-01-05 2022-03-29 Illumina, Inc. Predicting quality of sequencing results using deep neural networks
US11561196B2 (en) 2018-01-08 2023-01-24 Illumina, Inc. Systems and devices for high-throughput sequencing with semiconductor-based detection
US20190237163A1 (en) 2018-01-12 2019-08-01 Life Technologies Corporation Methods for flow space quality score prediction by neural networks
CN108319817B (zh) * 2018-01-15 2020-12-25 无锡臻和生物科技有限公司 循环肿瘤dna重复序列的处理方法及装置
CN110832510B (zh) 2018-01-15 2024-10-22 因美纳有限公司 基于深度学习的变体分类器
MX2020007904A (es) 2018-01-26 2020-09-07 Quantum Si Inc Llamado de pulso y base habilitado por maquina de aprendizaje para dispositivos de secuenciacion.
JP6992590B2 (ja) * 2018-02-23 2022-01-13 日本電信電話株式会社 特徴表現装置、特徴表現方法、およびプログラム
WO2019191319A1 (en) 2018-03-30 2019-10-03 Juno Diagnostics, Inc. Deep learning-based methods, devices, and systems for prenatal testing
WO2019197509A1 (en) * 2018-04-13 2019-10-17 Ventana Medical Systems, Inc. Systems for cell shape estimation
US10649459B2 (en) * 2018-04-26 2020-05-12 Zoox, Inc. Data segmentation using masks
US12258558B2 (en) 2018-06-04 2025-03-25 Cz Biohub Sf, Llc Compositions and methods for screening aptamers
JP7068054B2 (ja) * 2018-06-07 2022-05-16 株式会社東芝 距離計測装置、および距離計測方法
US12073922B2 (en) 2018-07-11 2024-08-27 Illumina, Inc. Deep learning-based framework for identifying sequence patterns that cause sequence-specific errors (SSEs)
US10635979B2 (en) * 2018-07-20 2020-04-28 Google Llc Category learning neural networks
CN113168886B (zh) 2018-08-13 2025-01-21 豪夫迈·罗氏有限公司 用于使用神经网络进行种系和体细胞变体调用的系统和方法
US11446008B2 (en) 2018-08-17 2022-09-20 Tokitae Llc Automated ultrasound video interpretation of a body part with one or more convolutional neural networks
US11600360B2 (en) 2018-08-20 2023-03-07 Microsoft Technology Licensing, Llc Trace reconstruction from reads with indeterminant errors
WO2020077232A1 (en) 2018-10-12 2020-04-16 Cambridge Cancer Genomics Limited Methods and systems for nucleic acid variant detection and analysis
EP3640837A1 (en) 2018-10-15 2020-04-22 Koninklijke Philips N.V. System for co-registration of medical images using a classifier
US12026611B2 (en) 2018-10-17 2024-07-02 Samsung Electronics Co., Ltd. Method and apparatus for quantizing parameters of neural network
US10943681B2 (en) 2018-11-21 2021-03-09 Enlitic, Inc. Global multi-label generating system
GB201819378D0 (en) 2018-11-28 2019-01-09 Oxford Nanopore Tech Ltd Analysis of nanopore signal using a machine-learning technique
EP3895171B1 (en) 2018-12-10 2025-07-23 Life Technologies Corporation Deep basecaller for sanger sequencing
US10783632B2 (en) 2018-12-14 2020-09-22 Spectral Md, Inc. Machine learning systems and method for assessment, healing prediction, and treatment of wounds
US10789462B2 (en) 2019-01-15 2020-09-29 International Business Machines Corporation Weakly and fully labeled mammogram classification and localization with a dual branch deep neural network
EP3939047B1 (en) 2019-03-10 2025-09-17 Ultima Genomics, Inc. Methods and systems for sequence calling
NL2023316B1 (en) 2019-03-21 2020-09-28 Illumina Inc Artificial intelligence-based sequencing
WO2020205296A1 (en) 2019-03-21 2020-10-08 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
US11210554B2 (en) 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
NL2023311B9 (en) 2019-03-21 2021-03-12 Illumina Inc Artificial intelligence-based generation of sequencing metadata
US11783917B2 (en) 2019-03-21 2023-10-10 Illumina, Inc. Artificial intelligence-based base calling
NL2023314B1 (en) 2019-03-21 2020-09-28 Illumina Inc Artificial intelligence-based quality scoring
NL2023310B1 (en) 2019-03-21 2020-09-28 Illumina Inc Training data generation for artificial intelligence-based sequencing
NL2023312B1 (en) 2019-03-21 2020-09-28 Illumina Inc Artificial intelligence-based base calling
SG10201902958PA (en) * 2019-04-02 2020-11-27 Accenture Global Solutions Ltd Artificial intelligence based plantable blank spot detection
CN110245685B (zh) 2019-05-15 2022-03-25 清华大学 基因组单位点变异致病性的预测方法、系统及存储介质
CA3104851A1 (en) 2019-05-16 2020-11-19 Illumina, Inc. Base calling using convolutions
US11423306B2 (en) 2019-05-16 2022-08-23 Illumina, Inc. Systems and devices for characterization and performance analysis of pixel-based sequencing
US11593649B2 (en) 2019-05-16 2023-02-28 Illumina, Inc. Base calling using convolutions
US20220359040A1 (en) 2019-05-29 2022-11-10 Xgenomes Corp. Systems and methods for determining sequence
WO2021041338A1 (en) * 2019-08-23 2021-03-04 Memorial Sloan Kettering Cancer Center Identifying regions of interest from whole slide images
US11327178B2 (en) * 2019-09-06 2022-05-10 Volvo Car Corporation Piece-wise network structure for long range environment perception
US20210265016A1 (en) 2020-02-20 2021-08-26 Illumina, Inc. Data Compression for Artificial Intelligence-Based Base Calling
US12354008B2 (en) 2020-02-20 2025-07-08 Illumina, Inc. Knowledge distillation and gradient pruning-based compression of artificial intelligence-based base caller
EP4107735B1 (en) 2020-02-20 2025-11-26 Illumina, Inc. Artificial intelligence-based many-to-many base calling
US20210265009A1 (en) 2020-02-20 2021-08-26 Illumina, Inc. Artificial Intelligence-Based Base Calling of Index Sequences
US20210265015A1 (en) 2020-02-20 2021-08-26 Illumina, Inc. Hardware Execution and Acceleration of Artificial Intelligence-Based Base Caller
FR3109635B1 (fr) * 2020-04-27 2022-04-15 Ifp Energies Now Procédé de détection d’au moins un constituant géologique d’un échantillon de roche
US20220067489A1 (en) 2020-08-28 2022-03-03 Illumina, Inc. Detecting and Filtering Clusters Based on Artificial Intelligence-Predicted Base Calls
WO2022056296A1 (en) 2020-09-10 2022-03-17 Ultima Genomics, Inc. Methods and systems for sequence and variant calling

Also Published As

Publication number Publication date
CN112334984A (zh) 2021-02-05
US20250069704A1 (en) 2025-02-27
US20240071573A1 (en) 2024-02-29
MY210241A (en) 2025-09-04
CN112689875A (zh) 2021-04-20
AU2020240141A1 (en) 2021-01-14
SG11202012441QA (en) 2021-01-28
CN112313666A (zh) 2021-02-02
AU2020241905A1 (en) 2021-01-07
SG11202012463YA (en) 2021-01-28
MX2020014299A (es) 2021-03-25
EP3942071A1 (en) 2022-01-26
EP4276769A3 (en) 2024-01-24
US20200302223A1 (en) 2020-09-24
EP3942072B1 (en) 2023-09-06
MX2020014302A (es) 2021-05-28
CN112689875B (zh) 2024-11-29
JP7604232B2 (ja) 2024-12-23
CN112585689A (zh) 2021-03-30
US11908548B2 (en) 2024-02-20
CN112585689B (zh) 2025-02-11
CN119694395A (zh) 2025-03-25
EP3942073A2 (en) 2022-01-26
JP2022535306A (ja) 2022-08-08
SG11202012461XA (en) 2021-01-28
BR112020026426A2 (pt) 2021-03-23
KR20210143100A (ko) 2021-11-26
IL279533A (en) 2021-01-31
JP7581190B2 (ja) 2024-11-12
AU2020256047A1 (en) 2021-01-07
CA3104951A1 (en) 2020-09-24
JP2025016472A (ja) 2025-02-04
US12119088B2 (en) 2024-10-15
JP7608172B2 (ja) 2025-01-06
KR20210142529A (ko) 2021-11-25
KR20210145115A (ko) 2021-12-01
EP4276769A2 (en) 2023-11-15
MX2020014293A (es) 2021-03-25
CN112313666B (zh) 2024-09-06
IL279525A (en) 2021-01-31
EP3942074A2 (en) 2022-01-26
US20230268033A1 (en) 2023-08-24
CN112789680B (zh) 2025-05-16
JP2022532458A (ja) 2022-07-15
US12277998B2 (en) 2025-04-15
IL279533B1 (en) 2024-09-01
EP3942070A1 (en) 2022-01-26
BR112020026455A2 (pt) 2021-03-23
IL279533B2 (en) 2025-01-01
US12217831B2 (en) 2025-02-04
IL279527A (en) 2021-01-31
AU2020241586A1 (en) 2021-01-14
JP2022526470A (ja) 2022-05-25
JP7767012B2 (ja) 2025-11-11
JP2022524562A (ja) 2022-05-09
JP7566638B2 (ja) 2024-10-15
KR20210145116A (ko) 2021-12-01
CN119626331A (zh) 2025-03-14
SG11202012453PA (en) 2021-01-28
US11961593B2 (en) 2024-04-16
IL279522A (en) 2021-01-31
JP2022525267A (ja) 2022-05-12
KR20210143154A (ko) 2021-11-26
US20230004749A1 (en) 2023-01-05
US20220292297A1 (en) 2022-09-15
US11210554B2 (en) 2021-12-28
US20220147760A1 (en) 2022-05-12
AU2020240383A1 (en) 2021-04-15
BR112020026408A2 (pt) 2021-03-23
BR112020026433A2 (pt) 2021-03-23
EP3942072A1 (en) 2022-01-26
IL281668A (en) 2021-05-31
CN112789680A (zh) 2021-05-11

Similar Documents

Publication Publication Date Title
MX2020014288A (es) Llamada de base-basada en inteligencia artificial.
WO2020191391A3 (en) Artificial intelligence-based sequencing
EP3989166A4 (en) METHOD AND DEVICE FOR IMAGE AREA RECOGNITION BASED ON ARTIFICIAL INTELLIGENCE AND MODEL TRAINING METHOD AND DEVICE
NZ763424A (en) Methods and devices for performing an analytical measurement based on a color formation reaction
CN107452369B (zh) 语音合成模型生成方法和装置
MX2021002247A (es) Metodo y aparato de transmision de datos y terminal.
SG11201909713UA (en) Method and apparatus for generating and identifying identification code
MX2020013214A (es) Actualizacion de graficos ejecutables.
EP4254330A3 (en) Flaw detection device and flaw detection method
GB2575003A (en) Method and apparatus for changing a persona of a digital assistant
GB2554326A (en) Cognitive computing meeting facilitator
MX2022007560A (es) Diagnostico de enfermedades respiratorias por sonidos del sujeto.
DE60320369D1 (de) Abbildungsvorrichtung für mikroscopie und bilderzeugungsverfahren
MY193069A (en) Inspection method, inspection and reporting method, manufacturing method including the inspection method, inspection apparatus, and manufacturing apparatus
IL314947A (en) Generating output sequences with inline evidence using language model neural networks
Scholta et al. Semi-automatic inductive construction of reference process models that represent best practices in public administrations: a method
WO2018212584A3 (ko) 딥 뉴럴 네트워크를 이용하여 문장이 속하는 클래스를 분류하는 방법 및 장치
EP3944628A4 (en) Camera analyzing images on basis of artificial intelligence, and operating method therefor
EA202192620A1 (ru) Динамические виртуальные копии производственных объектов
MX2021011219A (es) Metodo de procesamiento de informacion, programa y dispositivo de procesamiento de informacion.
MX2017004921A (es) Sintesis de una imagen de fibras.
WO2019185529A9 (en) Apparatus and method for providing a fingerprint of an input signal
DE602004023582D1 (de) Verfahren und Vorrichtung zur Aggregation von Webdiensten
Fukumura et al. An efficient learning method for sound classification using transfer learning for hammering test
WO2021015489A3 (ko) 인코더를 이용한 이미지의 특이 영역 분석 방법 및 장치