KR20200106028A - 화상 진단 지원 장치, 자료 수집 방법, 화상 진단 지원 방법 및 화상 진단 지원 프로그램 - Google Patents

화상 진단 지원 장치, 자료 수집 방법, 화상 진단 지원 방법 및 화상 진단 지원 프로그램 Download PDF

Info

Publication number
KR20200106028A
KR20200106028A KR1020207015517A KR20207015517A KR20200106028A KR 20200106028 A KR20200106028 A KR 20200106028A KR 1020207015517 A KR1020207015517 A KR 1020207015517A KR 20207015517 A KR20207015517 A KR 20207015517A KR 20200106028 A KR20200106028 A KR 20200106028A
Authority
KR
South Korea
Prior art keywords
image
neural network
lesion
endoscopic
gastrointestinal
Prior art date
Legal status (The legal status 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 status listed.)
Abandoned
Application number
KR1020207015517A
Other languages
English (en)
Korean (ko)
Inventor
도시아키 히라사와
도모히로 다다
가즈하루 아오야마
츠요시 오자와
도시유키 요시오
Original Assignee
고에키자이단호진 간겐큐카이
가부시키가이샤 에이아이 메디칼 서비스
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 고에키자이단호진 간겐큐카이, 가부시키가이샤 에이아이 메디칼 서비스 filed Critical 고에키자이단호진 간겐큐카이
Publication of KR20200106028A publication Critical patent/KR20200106028A/ko
Abandoned legal-status Critical Current

Links

Images

Classifications

    • 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
    • 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
    • A61B1/00002—Operational features of endoscopes
    • A61B1/00043—Operational features of endoscopes provided with output arrangements
    • A61B1/00045—Display arrangement
    • 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
    • A61B1/04—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 combined with photographic or television appliances
    • A61B1/045—Control thereof
    • 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
    • A61B1/06—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 with illuminating arrangements
    • A61B1/063—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 with illuminating arrangements for monochromatic or narrow-band illumination
    • 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
    • A61B1/273—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 for the upper alimentary canal, e.g. oesophagoscopes, gastroscopes
    • 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
    • A61B1/31—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 for the rectum, e.g. proctoscopes, sigmoidoscopes, colonoscopes
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/80—Recognising image objects characterised by unique random patterns
    • 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
    • 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
    • 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
    • G06T2207/10016—Video; Image sequence
    • 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
    • G06T2207/10024—Color image
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30028—Colon; Small intestine
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30096—Tumor; Lesion

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Surgery (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Optics & Photonics (AREA)
  • Molecular Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • Veterinary Medicine (AREA)
  • Signal Processing (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Gastroenterology & Hepatology (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Endoscopes (AREA)
  • Image Analysis (AREA)
KR1020207015517A 2017-10-30 2018-10-30 화상 진단 지원 장치, 자료 수집 방법, 화상 진단 지원 방법 및 화상 진단 지원 프로그램 Abandoned KR20200106028A (ko)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
JPJP-P-2017-209232 2017-10-30
JP2017209232 2017-10-30
JPJP-P-2018-007967 2018-01-22
JP2018007967 2018-01-22
JP2018038828 2018-03-05
JPJP-P-2018-038828 2018-03-05
PCT/JP2018/040381 WO2019088121A1 (ja) 2017-10-30 2018-10-30 画像診断支援装置、資料収集方法、画像診断支援方法および画像診断支援プログラム

Publications (1)

Publication Number Publication Date
KR20200106028A true KR20200106028A (ko) 2020-09-10

Family

ID=66333530

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020207015517A Abandoned KR20200106028A (ko) 2017-10-30 2018-10-30 화상 진단 지원 장치, 자료 수집 방법, 화상 진단 지원 방법 및 화상 진단 지원 프로그램

Country Status (9)

Country Link
US (1) US11633084B2 (enExample)
EP (1) EP3705025A4 (enExample)
JP (2) JP6657480B2 (enExample)
KR (1) KR20200106028A (enExample)
CN (1) CN111655116A (enExample)
BR (1) BR112020008774A2 (enExample)
SG (1) SG11202003973VA (enExample)
TW (1) TW201922174A (enExample)
WO (1) WO2019088121A1 (enExample)

Families Citing this family (76)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6818424B2 (ja) * 2016-04-13 2021-01-20 キヤノン株式会社 診断支援装置、情報処理方法、診断支援システム及びプログラム
US10810460B2 (en) 2018-06-13 2020-10-20 Cosmo Artificial Intelligence—AI Limited Systems and methods for training generative adversarial networks and use of trained generative adversarial networks
US11100633B2 (en) 2018-06-13 2021-08-24 Cosmo Artificial Intelligence—Al Limited Systems and methods for processing real-time video from a medical image device and detecting objects in the video
JP7017198B2 (ja) 2018-06-22 2022-02-08 株式会社Ａｉメディカルサービス 消化器官の内視鏡画像による疾患の診断支援方法、診断支援システム、診断支援プログラム及びこの診断支援プログラムを記憶したコンピュータ読み取り可能な記録媒体
WO2020008834A1 (ja) * 2018-07-05 2020-01-09 富士フイルム株式会社 画像処理装置、方法及び内視鏡システム
WO2020026341A1 (ja) * 2018-07-31 2020-02-06 オリンパス株式会社 画像解析装置および画像解析方法
US11510561B2 (en) * 2018-08-21 2022-11-29 Verily Life Sciences Llc Endoscope defogging
KR102168485B1 (ko) * 2018-10-02 2020-10-21 한림대학교 산학협력단 실시간으로 획득되는 위 내시경 이미지를 기반으로 위 병변을 진단하는 내시경 장치 및 방법
KR102210806B1 (ko) * 2018-10-02 2021-02-01 한림대학교 산학협력단 위 내시경 이미지의 딥러닝을 이용하여 위 병변을 진단하는 장치 및 방법
CN109523522B (zh) * 2018-10-30 2023-05-09 腾讯医疗健康(深圳)有限公司 内窥镜图像的处理方法、装置、系统及存储介质
US20210407077A1 (en) * 2018-12-04 2021-12-30 Hoya Corporation Information processing device and model generation method
EP3932290B1 (en) * 2019-02-26 2023-08-16 FUJIFILM Corporation Medical image processing device, processor device, endoscope system, medical image processing method, and program
JP6883662B2 (ja) * 2019-03-27 2021-06-09 Hoya株式会社 内視鏡用プロセッサ、情報処理装置、内視鏡システム、プログラム及び情報処理方法
US11263497B2 (en) * 2019-06-21 2022-03-01 StraxCorp Pty. Ltd. Method and system for machine learning classification based on structure or material segmentation in an image
JP2021012570A (ja) * 2019-07-08 2021-02-04 株式会社日立製作所 破面解析装置及び破面解析方法
EP4000014A4 (en) * 2019-07-19 2023-09-20 The Jackson Laboratory NEURAL CONVERSIONAL NETWORKS FOR CLASSIFICATION OF HISTOLOGICAL CANCER IMAGES
CN112330686B (zh) * 2019-08-05 2024-12-17 罗雄彪 肺部支气管的分割及标定方法
CN110517745B (zh) * 2019-08-15 2023-06-27 中山大学肿瘤防治中心 医疗检查结果的展示方法、装置、电子设备及存储介质
WO2021033303A1 (ja) * 2019-08-22 2021-02-25 Hoya株式会社 訓練データ生成方法、学習済みモデル及び情報処理装置
WO2021054477A2 (ja) * 2019-09-20 2021-03-25 株式会社Ａｉメディカルサービス 消化器官の内視鏡画像による疾患の診断支援方法、診断支援システム、診断支援プログラム及びこの診断支援プログラムを記憶したコンピュータ読み取り可能な記録媒体
JP7315809B2 (ja) * 2019-10-08 2023-07-27 公立大学法人会津大学 大腸内視鏡検査補助装置、大腸内視鏡検査補助方法及び大腸内視鏡検査補助プログラム
TWI726459B (zh) * 2019-10-25 2021-05-01 中國醫藥大學附設醫院 遷移學習輔助預測系統、方法及電腦程式產品
JP7257544B2 (ja) * 2019-11-11 2023-04-13 富士フイルム株式会社 情報表示システムおよび情報表示方法
JP7320260B2 (ja) * 2019-11-15 2023-08-03 オーアイ・イノベーション株式会社 髄位置推定装置および製材システム
DE102019134253A1 (de) 2019-12-13 2021-06-17 Hoya Corporation Vorrichtung, Verfahren und computerlesbares Speichermedium zur Erfassung von Objekten in einem Videosignal beruhend auf visuellen Anzeichen unter Verwendung einer Ausgabe eines Maschinenlernmodells
JP7346285B2 (ja) * 2019-12-24 2023-09-19 富士フイルム株式会社 医療画像処理装置、内視鏡システム、医療画像処理装置の作動方法及びプログラム
US11394980B2 (en) * 2020-01-05 2022-07-19 Isize Limited Preprocessing image data
TWI725716B (zh) * 2020-01-21 2021-04-21 雲象科技股份有限公司 內視鏡檢測系統及其方法
CN111291755B (zh) * 2020-02-13 2022-11-15 腾讯科技（深圳）有限公司 对象检测模型训练及对象检测方法、装置、计算机设备和存储介质
WO2021176664A1 (ja) * 2020-03-05 2021-09-10 オリンパス株式会社 検査支援システム、検査支援方法、及び、プログラム
JP7451680B2 (ja) 2020-03-11 2024-03-18 オリンパス株式会社 処理システム、画像処理方法、学習方法及び処理装置
US20230014490A1 (en) * 2020-03-21 2023-01-19 Smart Medical Systems Ltd. Artificial intelligence detection system for mechanically-enhanced topography
US12419492B2 (en) 2020-03-31 2025-09-23 Nec Corporation Information processing device, display method, and non-transitory computer-readable medium for storing a program for lesion detection processing supporting decision making using machine learning
JP7447243B2 (ja) * 2020-04-08 2024-03-11 富士フイルム株式会社 プロセッサ装置及びその作動方法
WO2021220822A1 (ja) * 2020-04-27 2021-11-04 公益財団法人がん研究会 画像診断装置、画像診断方法、画像診断プログラムおよび学習済みモデル
WO2021220279A1 (en) * 2020-05-01 2021-11-04 Given Imaging Ltd. Systems and methods for selecting images of event indicators
US20230230364A1 (en) * 2020-05-26 2023-07-20 Nec Corporation Image processing device, control method and storage medium
KR102417531B1 (ko) * 2020-07-08 2022-07-06 주식회사 메가젠임플란트 학습 데이터 생성장치 및 그 장치의 구동방법, 그리고 컴퓨터 판독가능 기록매체
WO2022014235A1 (ja) * 2020-07-14 2022-01-20 富士フイルム株式会社 画像解析処理装置、内視鏡システム、画像解析処理装置の作動方法、及び画像解析処理装置用プログラム
KR102222547B1 (ko) * 2020-07-15 2021-03-04 주식회사 웨이센 인공지능 기반의 대장내시경 영상 분석 방법
WO2022025290A1 (ja) * 2020-07-31 2022-02-03 学校法人東京理科大学 画像処理装置、画像処理方法、画像処理プログラム、内視鏡装置、及び内視鏡画像処理システム
KR102255311B1 (ko) * 2020-08-10 2021-05-24 주식회사 웨이센 인공지능 기반의 위내시경 영상 분석 방법
US12011181B2 (en) 2020-08-10 2024-06-18 Kunnskap Medical, LLC Endoscopic system with pump control
WO2022054400A1 (ja) * 2020-09-11 2022-03-17 富士フイルム株式会社 画像処理システム、プロセッサ装置、内視鏡システム、画像処理方法及びプログラム
KR102375786B1 (ko) * 2020-09-14 2022-03-17 주식회사 뷰노 의료 영상에서 이상 소견 탐지 및 판독문 생성 방법
KR102262684B1 (ko) * 2020-11-13 2021-06-09 주식회사 웨이센 영상 수신 장치의 인공지능 기반의 영상 처리 방법
JP7124041B2 (ja) * 2020-11-25 2022-08-23 株式会社朋 ハンナ病変の指摘のためのプログラム
CN116916807A (zh) 2020-12-08 2023-10-20 国立研究开发法人产业技术综合研究所 用于内窥镜诊断支持的方法和用于内窥镜诊断支持的系统
KR102505791B1 (ko) * 2021-01-11 2023-03-03 한림대학교 산학협력단 실시간 영상을 통해 획득되는 병변 판단 시스템의 제어 방법, 장치 및 프로그램
CN112426119B (zh) * 2021-01-26 2021-04-13 上海孚慈医疗科技有限公司 一种内窥镜筛查处理方法和装置
US20240153090A1 (en) * 2021-03-01 2024-05-09 Nec Corporation Image processing device, image processing method, and storage medium
JP7565824B2 (ja) * 2021-03-04 2024-10-11 Hoya株式会社 プログラム、情報処理方法及び情報処理装置
EP4316348A4 (en) * 2021-03-29 2024-05-01 Nec Corporation Image processing device, image processing method, and storage medium
TWI797585B (zh) * 2021-03-31 2023-04-01 艾陽科技股份有限公司 雷達感測心律方法及其系統
CN113456002A (zh) * 2021-07-15 2021-10-01 显微智能科技(湖南)有限公司 一种体内癌症细胞定位装置及方法
TWI762388B (zh) * 2021-07-16 2022-04-21 國立中正大學 以超頻譜檢測物件影像之方法
KR102616961B1 (ko) * 2021-08-31 2023-12-27 동국대학교 산학협력단 이종 캡슐내시경 간의 도메인 적응에 의한 병증정보 제공 방법
JP7603560B2 (ja) * 2021-09-17 2024-12-20 Hoya株式会社 コンピュータプログラム、情報処理方法及び内視鏡
JP2023045168A (ja) * 2021-09-21 2023-04-03 学校法人帝京大学 医用画像診断支援装置、医用画像診断支援方法およびプログラム
TWI789932B (zh) * 2021-10-01 2023-01-11 國泰醫療財團法人國泰綜合醫院 大腸瘜肉影像偵測方法、裝置及其系統
JP2023106327A (ja) * 2022-01-20 2023-08-01 株式会社Ａｉメディカルサービス 検査支援装置、検査支援方法および検査支援プログラム
CN114569043B (zh) * 2022-01-29 2025-09-05 重庆天如生物科技有限公司 一种基于人工智能的内窥镜辅助检查方法及装置
TWI796156B (zh) * 2022-03-04 2023-03-11 國立中正大學 以波段用於超頻譜檢測物件影像之方法
WO2024009631A1 (ja) * 2022-07-06 2024-01-11 富士フイルム株式会社 画像処理装置及び画像処理装置の作動方法
WO2024117838A1 (ko) * 2022-12-01 2024-06-06 프리베노틱스 주식회사 내시경 영상을 분석하여 복수의 병변들에 대한 정보를 제공하기 위한 전자 장치 및 그러한 전자 장치를 포함하는 내시경 검사 시스템
CN115998225A (zh) * 2022-12-12 2023-04-25 珠海泰科医疗技术有限公司 一种内窥镜病灶区域曝光方法、内窥镜和存储介质
US20240296550A1 (en) * 2023-03-02 2024-09-05 Bh2 Innovations Inc. High Speed Detection of Anomalies in Medical Scopes and the Like Using Image Segmentation
CN116486367B (zh) * 2023-03-15 2025-08-29 卡斯柯信号有限公司 一种轨道交通障碍物检测方法、设备及介质
CN116681681B (zh) * 2023-06-13 2024-04-02 富士胶片（中国）投资有限公司 内窥镜图像的处理方法、装置、用户设备及介质
WO2025027815A1 (ja) * 2023-08-02 2025-02-06 オリンパスメディカルシステムズ株式会社 内視鏡診断支援方法、推論モデル、内視鏡画像処理装置、内視鏡画像処理システムおよび内視鏡画像処理プログラム
WO2025028737A1 (ko) * 2023-08-03 2025-02-06 주식회사 웨이센 내시경 영상 분석 결과 시각화 및 대표 영상 선별 시스템과 그 방법
WO2025084278A1 (ja) * 2023-10-20 2025-04-24 オリンパス株式会社 画像診断装置および画像診断方法
KR102722605B1 (ko) * 2023-11-21 2024-10-28 주식회사 메디인테크 내시경 영상에서 병변을 탐지하는 방법 및 이를 수행하는 인공신경망 모델을 학습시키는 방법 및 컴퓨팅 장치
US20250279199A1 (en) * 2024-02-29 2025-09-04 Hong Kong Applied Science and Technology Research Institute Company Limited Portable Edge AI-Assisted Diagnosis and Quality Control System for Gastrointestinal Endoscopy
EP4625315A1 (en) * 2024-03-28 2025-10-01 Odin Medical Ltd. Systems and methods for polyp classification
CN120727265A (zh) * 2025-09-03 2025-09-30 温州市人民医院 基于深度学习技术的消化道早期癌症智能辅助诊断系统

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017045341A (ja) 2015-08-28 2017-03-02 カシオ計算機株式会社 診断装置、及び診断装置における学習処理方法、並びにプログラム
JP2017067489A (ja) 2015-09-28 2017-04-06 富士フイルムＲｉファーマ株式会社 診断支援装置、方法及びコンピュータプログラム

Family Cites Families (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4450973B2 (ja) * 2000-11-30 2010-04-14 オリンパス株式会社 診断支援装置
JP2007280229A (ja) * 2006-04-11 2007-10-25 Fujifilm Corp 類似症例検索装置、類似症例検索方法およびそのプログラム
DE602007007340D1 (de) * 2006-08-21 2010-08-05 Sti Medical Systems Llc Computergestützte analyse mit hilfe von videodaten aus endoskopen
CA2669826C (en) 2006-11-15 2018-02-27 Cfph, Llc Systems and methods for determining that a gaming device is communicating with a gaming server
CN101584571A (zh) * 2009-06-15 2009-11-25 无锡骏聿科技有限公司 一种胶囊内镜辅助读片方法
JP5455550B2 (ja) * 2009-10-23 2014-03-26 Ｈｏｙａ株式会社 電子内視鏡用プロセッサ
WO2011156001A1 (en) * 2010-06-07 2011-12-15 Sti Medical Systems, Llc Versatile video interpretation,visualization, and management system
EP2598034B1 (en) * 2010-07-26 2018-07-18 Kjaya, LLC Adaptive visualization for direct physician use
JP5800595B2 (ja) 2010-08-27 2015-10-28 キヤノン株式会社 医療診断支援装置、医療診断支援システム、医療診断支援の制御方法、及びプログラム
JP5670695B2 (ja) * 2010-10-18 2015-02-18 ソニー株式会社 情報処理装置及び方法、並びにプログラム
JP5802440B2 (ja) * 2011-06-02 2015-10-28 オリンパス株式会社 蛍光観察装置
US9684960B2 (en) * 2014-01-25 2017-06-20 Pangea Diagnostics Limited Automated histological diagnosis of bacterial infection using image analysis
KR20160049897A (ko) * 2014-10-28 2016-05-10 삼성전자주식회사 연속적인 의료 영상을 이용한 컴퓨터 보조 진단 장치 및 방법
US9672596B2 (en) * 2015-03-31 2017-06-06 Olympus Corporation Image processing apparatus to generate a reduced image of an endoscopic image
JP6552613B2 (ja) 2015-05-21 2019-07-31 オリンパス株式会社 画像処理装置、画像処理装置の作動方法、及び画像処理プログラム
WO2017017722A1 (ja) * 2015-07-24 2017-02-02 オリンパス株式会社 処理装置、処理方法及びプログラム
EP3405908B1 (en) * 2015-09-10 2021-12-15 Magentiq Eye Ltd. A system and method for detection of suspicious tissue regions in an endoscopic procedure
CN105574871A (zh) * 2015-12-16 2016-05-11 深圳市智影医疗科技有限公司 在放射图像中检测肺部局部性病变的分割分类方法和系统
WO2017104192A1 (ja) * 2015-12-17 2017-06-22 オリンパス株式会社 医用観察システム
JP6495539B2 (ja) 2016-03-29 2019-04-03 富士フイルム株式会社 画像処理装置、画像処理装置の作動方法、および画像処理プログラム
WO2017175282A1 (ja) 2016-04-04 2017-10-12 オリンパス株式会社 学習方法、画像認識装置およびプログラム
JP6401737B2 (ja) 2016-05-24 2018-10-10 株式会社三共 遊技機
CN106097335B (zh) * 2016-06-08 2019-01-25 安翰光电技术（武汉）有限公司 消化道病灶图像识别系统及识别方法
JP6811045B2 (ja) 2016-07-15 2021-01-13 株式会社三共 遊技機
US9589374B1 (en) * 2016-08-01 2017-03-07 12 Sigma Technologies Computer-aided diagnosis system for medical images using deep convolutional neural networks
CN106934799B (zh) * 2017-02-24 2019-09-03 安翰科技(武汉)股份有限公司 胶囊内窥镜图像辅助阅片系统及方法
JP6875709B2 (ja) * 2017-06-09 2021-05-26 株式会社Ａｉメディカルサービス 消化器官の内視鏡画像による疾患の診断支援方法、診断支援システム、診断支援プログラム及びこの診断支援プログラムを記憶したコンピュータ読み取り可能な記録媒体

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017045341A (ja) 2015-08-28 2017-03-02 カシオ計算機株式会社 診断装置、及び診断装置における学習処理方法、並びにプログラム
JP2017067489A (ja) 2015-09-28 2017-04-06 富士フイルムＲｉファーマ株式会社 診断支援装置、方法及びコンピュータプログラム

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
비특허문헌 1: Hosokawa O et al., Hepatogastroenterology. 2007; 54(74): 442-4.
비특허문헌 2: http://www.giejournal.org/article/S0016-5107(14) 02171-3/fulltext, "Novel computer-aided diagnostic system for colorectal lesions by using endocytoscopy" Yuichi Mori et. al. Presented at Digestive Disease Week 2014, May 3-6, 2014, Chicago, Illinois, USA
비특허문헌 3: 「Nature」2017년 2월호, 권두 논문, 「피부의 병변을 학습한다: 인공 지능이 화상으로부터 피부암을 검출하는 능력을 강화한다」(http://www.natureasia.com/ja-jp/nature/highlights/82762)

Also Published As

Publication number Publication date
BR112020008774A2 (pt) 2020-12-22
TW201922174A (zh) 2019-06-16
US11633084B2 (en) 2023-04-25
SG11202003973VA (en) 2020-05-28
JP2020073081A (ja) 2020-05-14
JP6657480B2 (ja) 2020-03-04
JP7335552B2 (ja) 2023-08-30
US20200337537A1 (en) 2020-10-29
CN111655116A (zh) 2020-09-11
EP3705025A4 (en) 2021-09-08
EP3705025A1 (en) 2020-09-09
JPWO2019088121A1 (ja) 2019-11-14
WO2019088121A1 (ja) 2019-05-09

Similar Documents

Publication Publication Date Title
JP7335552B2 (ja) 画像診断支援装置、学習済みモデル、画像診断支援装置の作動方法および画像診断支援プログラム
Cai et al. Using a deep learning system in endoscopy for screening of early esophageal squamous cell carcinoma (with video)
Horie et al. Diagnostic outcomes of esophageal cancer by artificial intelligence using convolutional neural networks
US12154680B2 (en) Endoscopic image display method, apparatus, computer device, and storage medium
US20250143543A1 (en) Method for Real-Time Detection of Objects, Structures or Patterns in a Video, an Associated System and an Associated Computer Readable Medium
CN113573654B (zh) 用于检测并测定病灶尺寸的ai系统、方法和存储介质
JP7550409B2 (ja) 画像診断装置、画像診断方法、および画像診断プログラム
JP6875709B2 (ja) 消化器官の内視鏡画像による疾患の診断支援方法、診断支援システム、診断支援プログラム及びこの診断支援プログラムを記憶したコンピュータ読み取り可能な記録媒体
Pogorelov et al. Deep learning and hand-crafted feature based approaches for polyp detection in medical videos
KR102168485B1 (ko) 실시간으로 획득되는 위 내시경 이미지를 기반으로 위 병변을 진단하는 내시경 장치 및 방법
CN116745861B (zh) 通过实时影像获得的病变判断系统的控制方法、装置及记录媒介
TW202006742A (zh) 藉由消化器官之內視鏡影像之疾病的診斷支援方法、診斷支援系統、診斷支援程式及記憶此診斷支援程式之電腦可讀取之記錄媒體
WO2021054477A2 (ja) 消化器官の内視鏡画像による疾患の診断支援方法、診断支援システム、診断支援プログラム及びこの診断支援プログラムを記憶したコンピュータ読み取り可能な記録媒体
CN111862090B (zh) 一种基于人工智能的食管癌术前管理的方法和系统
CN114372951A (zh) 基于图像分割卷积神经网络的鼻咽癌定位分割方法和系统
US20230162356A1 (en) Diagnostic imaging device, diagnostic imaging method, diagnostic imaging program, and learned model
US20240065540A1 (en) Apparatus and method for detecting cervical cancer
Cao et al. Automatic classification of images with appendiceal orifice in colonoscopy videos
Mackiewicz Capsule endoscopy-state of the technology and computer vision tools after the first decade
Katayama et al. Development of Computer-Aided Diagnosis System Using Single FCN Capable for Indicating Detailed Inference Results in Colon NBI Endoscopy
Khryashchev et al. Analysis of Pathologies on Endoscopic Images of the Stomach Using SSD and RetinaNet Neural Network Architecture
Rodriguez Integration of Multimodal, Multiscale Imaging and Biomarker Data for Squamous Precancer Detection and Diagnosis
Daneshpajooh Bronchoscopic Video Analysis Methods for Bronchial Lesion Detection
TWM620109U (zh) 輔助判斷系統

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20200529

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20211027

Comment text: Request for Examination of Application

PC1902 Submission of document of abandonment before decision of registration