CN114782388A - 基于图像识别的内窥镜进退镜时间确定方法及装置 - Google Patents

基于图像识别的内窥镜进退镜时间确定方法及装置 Download PDF

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Publication number
CN114782388A
CN114782388A CN202210472934.XA CN202210472934A CN114782388A CN 114782388 A CN114782388 A CN 114782388A CN 202210472934 A CN202210472934 A CN 202210472934A CN 114782388 A CN114782388 A CN 114782388A
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Prior art keywords
endoscope
image
determining
current
endoscope image
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CN202210472934.XA
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English (en)
Chinese (zh)
Inventor
刘威
刘腾营
边成
张志诚
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Xiaohe Medical Instrument Hainan Co ltd
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Xiaohe Medical Instrument Hainan Co ltd
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Priority to CN202210472934.XA priority Critical patent/CN114782388A/zh
Publication of CN114782388A publication Critical patent/CN114782388A/zh
Priority to PCT/CN2023/087314 priority patent/WO2023207564A1/fr
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Endoscopes (AREA)
CN202210472934.XA 2022-04-29 2022-04-29 基于图像识别的内窥镜进退镜时间确定方法及装置 Pending CN114782388A (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202210472934.XA CN114782388A (zh) 2022-04-29 2022-04-29 基于图像识别的内窥镜进退镜时间确定方法及装置
PCT/CN2023/087314 WO2023207564A1 (fr) 2022-04-29 2023-04-10 Procédé et dispositif de détermination de temps d'avancée et de retrait d'endoscope sur la base d'une reconnaissance d'image

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210472934.XA CN114782388A (zh) 2022-04-29 2022-04-29 基于图像识别的内窥镜进退镜时间确定方法及装置

Publications (1)

Publication Number Publication Date
CN114782388A true CN114782388A (zh) 2022-07-22

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CN202210472934.XA Pending CN114782388A (zh) 2022-04-29 2022-04-29 基于图像识别的内窥镜进退镜时间确定方法及装置

Country Status (2)

Country Link
CN (1) CN114782388A (fr)
WO (1) WO2023207564A1 (fr)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115553685A (zh) * 2022-10-24 2023-01-03 南京索图科技有限公司 一种判断内窥镜进出的方法
CN116051486A (zh) * 2022-12-29 2023-05-02 抖音视界有限公司 内窥镜图像识别模型的训练方法、图像识别方法及装置
CN116188466A (zh) * 2023-04-26 2023-05-30 广州思德医疗科技有限公司 医疗器械体内停留时长确定方法和装置
WO2023207564A1 (fr) * 2022-04-29 2023-11-02 小荷医疗器械(海南)有限公司 Procédé et dispositif de détermination de temps d'avancée et de retrait d'endoscope sur la base d'une reconnaissance d'image
CN117392449A (zh) * 2023-10-24 2024-01-12 青岛美迪康数字工程有限公司 基于进镜图像特征的肠镜部位识别方法、装置和设备

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111012285B (zh) * 2019-12-06 2021-06-08 腾讯科技（深圳）有限公司 内窥镜移动时间确定方法、装置和计算机设备
CN111000633B (zh) * 2019-12-20 2020-11-03 山东大学齐鲁医院 一种内镜诊疗操作过程的监控方法及系统
CN110991561B (zh) * 2019-12-20 2020-12-25 山东大学齐鲁医院 一种下消化道内窥镜图像识别方法及系统
JP7154274B2 (ja) * 2020-12-01 2022-10-17 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
CN114782388A (zh) * 2022-04-29 2022-07-22 小荷医疗器械(海南)有限公司 基于图像识别的内窥镜进退镜时间确定方法及装置

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023207564A1 (fr) * 2022-04-29 2023-11-02 小荷医疗器械(海南)有限公司 Procédé et dispositif de détermination de temps d'avancée et de retrait d'endoscope sur la base d'une reconnaissance d'image
CN115553685A (zh) * 2022-10-24 2023-01-03 南京索图科技有限公司 一种判断内窥镜进出的方法
CN115553685B (zh) * 2022-10-24 2024-05-07 南京索图科技有限公司 一种判断内窥镜进出的方法
CN116051486A (zh) * 2022-12-29 2023-05-02 抖音视界有限公司 内窥镜图像识别模型的训练方法、图像识别方法及装置
CN116188466A (zh) * 2023-04-26 2023-05-30 广州思德医疗科技有限公司 医疗器械体内停留时长确定方法和装置
CN116188466B (zh) * 2023-04-26 2023-07-21 广州思德医疗科技有限公司 医疗器械体内停留时长确定方法和装置
CN117392449A (zh) * 2023-10-24 2024-01-12 青岛美迪康数字工程有限公司 基于进镜图像特征的肠镜部位识别方法、装置和设备

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