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AR127744A1 - Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico - Google Patents

Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico

Info

Publication number
AR127744A1
AR127744A1 ARP220102732A ARP220102732A AR127744A1 AR 127744 A1 AR127744 A1 AR 127744A1 AR P220102732 A ARP220102732 A AR P220102732A AR P220102732 A ARP220102732 A AR P220102732A AR 127744 A1 AR127744 A1 AR 127744A1
Authority
AR
Argentina
Prior art keywords
operator
data representations
analyze
areas
examination
Prior art date
Application number
ARP220102732A
Other languages
English (en)
Inventor
Andrea Cherubini
Pietro Salvagnini
Dinh Nhan Ngo
Original Assignee
Cosmo Artificial Intelligence Ai Ltd
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
Application filed by Cosmo Artificial Intelligence Ai Ltd filed Critical Cosmo Artificial Intelligence Ai Ltd
Publication of AR127744A1 publication Critical patent/AR127744A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B1/00—Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor
    • A61B1/00002—Operational features of endoscopes
    • A61B1/00004—Operational features of endoscopes characterised by electronic signal processing
    • A61B1/00009—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope
    • A61B1/000094—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope extracting biological structures
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B1/00—Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor
    • A61B1/00002—Operational features of endoscopes
    • A61B1/00004—Operational features of endoscopes characterised by electronic signal processing
    • A61B1/00009—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope
    • A61B1/000096—Operational features of endoscopes characterised by electronic signal processing of image signals during a use of endoscope using artificial intelligence
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B1/00—Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor
    • A61B1/00163—Optical arrangements
    • A61B1/00194—Optical arrangements adapted for three-dimensional imaging
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00—Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36—Image-producing devices or illumination devices not otherwise provided for
    • A61B90/361—Image-producing devices, e.g. surgical cameras
    • 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
    • G06V10/82—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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • 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
    • 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
    • G06V20/64—Three-dimensional objects
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/40—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B17/00—Surgical instruments, devices or methods
    • A61B2017/00017—Electrical control of surgical instruments
    • A61B2017/00203—Electrical control of surgical instruments with speech control or speech recognition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/10—Computer-aided planning, simulation or modelling of surgical operations
    • A61B2034/101—Computer-aided simulation of surgical operations
    • A61B2034/105—Modelling of the patient, e.g. for ligaments or bones
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/20—Surgical navigation systems; Devices for tracking or guiding surgical instruments, e.g. for frameless stereotaxis
    • A61B2034/2046—Tracking techniques
    • A61B2034/2048—Tracking techniques using an accelerometer or inertia sensor
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/20—Surgical navigation systems; Devices for tracking or guiding surgical instruments, e.g. for frameless stereotaxis
    • A61B2034/2046—Tracking techniques
    • A61B2034/2065—Tracking using image or pattern recognition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00—Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36—Image-producing devices or illumination devices not otherwise provided for
    • A61B2090/364—Correlation of different images or relation of image positions in respect to the body
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00—Medical imaging apparatus involving image processing or analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10068—Endoscopic image
    • 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
    • G06V2201/031—Recognition of patterns in medical or anatomical images of internal organs

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Theoretical Computer Science (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Multimedia (AREA)
  • Optics & Photonics (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Data Mining & Analysis (AREA)
  • Urology & Nephrology (AREA)
  • Quality & Reliability (AREA)
  • Endoscopes (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

Se proporciona un sistema implementado por computadora que incluye al menos un procesador que está adaptado para analizar una pluralidad de cuadros de un video en tiempo real para identificar los cuadros durante los cuales un operador está interactuando con un dispositivo de imagen para examinar áreas de un paciente. El al menos un procesador está configurado además para generar, a partir de los cuadros identificados, representaciones de datos de una primera área examinada por el operador que interactúa con el dispositivo de imagen y generar además representaciones de datos de una o más áreas adicionales examinadas por el operador que interactúa con el dispositivo de imagen. El al menos un procesador también está configurado para agregar las representaciones de datos de la primera área con las representaciones de datos de una o más áreas adicionales y determinar, utilizando las representaciones de datos agregadas, un nivel de calidad de examen de las áreas examinadas por el operador y presentar, en un dispositivo de visualización durante el procedimiento médico, una representación gráfica que indica el nivel de calidad de examen de las áreas examinadas por el operador.
ARP220102732A 2021-10-08 2022-10-06 Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico AR127744A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US202163253700P 2021-10-08 2021-10-08

Publications (1)

Publication Number Publication Date
AR127744A1 true AR127744A1 (es) 2024-02-28

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ARP220102732A AR127744A1 (es) 2021-10-08 2022-10-06 Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico

Country Status (12)

Country Link
US (2) US12190512B2 (es)
EP (2) EP4682902A2 (es)
JP (1) JP2024537198A (es)
KR (1) KR20240075911A (es)
CN (1) CN118076315A (es)
AR (1) AR127744A1 (es)
AU (1) AU2022360153A1 (es)
CA (1) CA3232715A1 (es)
IL (1) IL311279A (es)
MX (1) MX2024004270A (es)
TW (1) TW202322744A (es)
WO (1) WO2023057986A2 (es)

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Publication number Priority date Publication date Assignee Title
AR127744A1 (es) * 2021-10-08 2024-02-28 Cosmo Artificial Intelligence Ai Ltd Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico
US20250029716A1 (en) * 2021-12-02 2025-01-23 Koninklijke Philips N.V. Method and system for semi-automated quality (qa) assurance approach for medical systems
TR2022016566A1 (tr) * 2022-11-02 2024-05-21 Simsek Cem Endoskopi̇ değerlendi̇rmesi̇ i̇çi̇n bi̇r yöntem ve ci̇haz
TWI880312B (zh) * 2023-08-24 2025-04-11 國立清華大學 標籤導引影像定位的方法及系統
KR20250037631A (ko) * 2023-09-08 2025-03-18 재단법인 한국마이크로의료로봇연구원 캡슐내시경의 3차원 위 내비게이션 방법 및 시스템
GB2633585A (en) * 2023-09-13 2025-03-19 Sony Group Corp An image processing system, method and computer program
KR102711921B1 (ko) * 2023-11-21 2024-09-30 주식회사 메디인테크 내시경 장치로부터 획득한 신체 내부의 이미지를 복원하는 방법 및 장치
TWI881603B (zh) * 2023-12-18 2025-04-21 緯創資通股份有限公司 因果裝置及其因果方法
KR20250164482A (ko) * 2024-05-16 2025-11-25 서울대학교병원 영상처리 및 인공지능 기술을 활용한 의료 검사 정보 및 피드백을 제공하는 시스템, 장치 및 방법
CN119251237B (zh) * 2024-12-09 2025-03-11 武汉楚精灵医疗科技有限公司 一种大模型图文对数据集构建方法及装置

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US9959615B2 (en) * 2015-07-01 2018-05-01 Arizona Board Of Regents On Behalf Of Arizona State University System and method for automatic pulmonary embolism detection
WO2017027475A1 (en) 2015-08-07 2017-02-16 Jianming Liang Methods, systems, and media for simultaneously monitoring colonoscopic video quality and detecting polyps in colonoscopy
AU2018243837B2 (en) * 2017-03-31 2024-01-11 Annmarie Hipsley Systems and methods for ocular laser surgery and therapeutic treatments
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WO2020242949A1 (en) * 2019-05-28 2020-12-03 Google Llc Systems and methods for video-based positioning and navigation in gastroenterological procedures
BR112022015217A2 (pt) 2020-02-03 2022-10-11 Cosmo Artificial Intelligence Ai Ltd Sistemas e métodos para análise de imagem contextual
US11918178B2 (en) * 2020-03-06 2024-03-05 Verily Life Sciences Llc Detecting deficient coverage in gastroenterological procedures
EP4120186A1 (en) * 2021-07-12 2023-01-18 Cosmo Artificial Intelligence - AI Limited Computer-implemented systems and methods for object detection and characterization
AR127744A1 (es) * 2021-10-08 2024-02-28 Cosmo Artificial Intelligence Ai Ltd Sistemas y métodos implementados por computadora para analizar la calidad del examen de un procedimiento endoscópico
WO2024008958A1 (en) * 2022-07-08 2024-01-11 Cosmo Artificial Intelligence - AI Limited Computer-implemented systems and methods for intelligent image analysis using spatio-temporal information

Also Published As

Publication number Publication date
WO2023057986A3 (en) 2023-05-19
EP4682902A2 (en) 2026-01-21
EP4412554A2 (en) 2024-08-14
KR20240075911A (ko) 2024-05-29
US20250151977A1 (en) 2025-05-15
WO2023057986A2 (en) 2023-04-13
CA3232715A1 (en) 2023-04-13
TW202322744A (zh) 2023-06-16
EP4412554B1 (en) 2025-12-03
US12190512B2 (en) 2025-01-07
MX2024004270A (es) 2024-04-25
JP2024537198A (ja) 2024-10-10
US20230110263A1 (en) 2023-04-13
CN118076315A (zh) 2024-05-24
IL311279A (en) 2024-05-01
AU2022360153A1 (en) 2024-03-14

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