CN111000633B - 一种内镜诊疗操作过程的监控方法及*** - Google Patents
一种内镜诊疗操作过程的监控方法及*** Download PDFInfo
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- CN111000633B CN111000633B CN201911327571.5A CN201911327571A CN111000633B CN 111000633 B CN111000633 B CN 111000633B CN 201911327571 A CN201911327571 A CN 201911327571A CN 111000633 B CN111000633 B CN 111000633B
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- 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
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- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
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- 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
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- 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
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- 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
- G06T2207/10024—Color image
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- 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
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- 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
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
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- 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
- G06T2207/20—Special algorithmic details
- G06T2207/20084—Artificial neural networks [ANN]
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- 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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- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
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CN201911327571.5A CN111000633B (zh) | 2019-12-20 | 2019-12-20 | 一种内镜诊疗操作过程的监控方法及*** |
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CN111000633B true CN111000633B (zh) | 2020-11-03 |
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN113052843B (zh) * | 2021-05-31 | 2021-09-28 | 萱闱(北京)生物科技有限公司 | 辅助内镜检查的方法、装置、***、存储介质和计算设备 |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
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CN111768389A (zh) * | 2020-07-01 | 2020-10-13 | 武汉楚精灵医疗科技有限公司 | 基于卷积神经网络和随机森林的消化道操作自动计时方法 |
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 |
CN115082448B (zh) * | 2022-07-26 | 2023-05-23 | 青岛美迪康数字工程有限公司 | 肠道清洁度评分方法、装置和计算机设备 |
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CN108596897B (zh) * | 2018-04-27 | 2021-08-20 | 四川大学 | 基于图像处理的鼻咽镜下腭咽闭合度的全自动检测方法 |
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 |
CN109598716B (zh) * | 2018-12-05 | 2020-08-07 | 武汉楚精灵医疗科技有限公司 | 基于计算机视觉的肠镜退镜速度实时监测方法和*** |
CN110097105A (zh) * | 2019-04-22 | 2019-08-06 | 上海珍灵医疗科技有限公司 | 一种基于人工智能的消化内镜检查质量自动评估方法和*** |
CN110288597B (zh) * | 2019-07-01 | 2021-04-02 | 哈尔滨工业大学 | 基于注意力机制的无线胶囊内窥镜视频显著性检测方法 |
CN110367913B (zh) * | 2019-07-29 | 2021-09-28 | 杭州电子科技大学 | 无线胶囊内窥镜图像幽门和回盲瓣定位方法 |
CN110558975B (zh) * | 2019-10-14 | 2020-12-01 | 齐鲁工业大学 | 一种心电信号分类方法及*** |
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Publication number | Priority date | Publication date | Assignee | Title |
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CN113052843B (zh) * | 2021-05-31 | 2021-09-28 | 萱闱(北京)生物科技有限公司 | 辅助内镜检查的方法、装置、***、存储介质和计算设备 |
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Inventor after: Zuo Xiuli Inventor after: Su Jingran Inventor after: Li Yanqing Inventor after: Li Zhen Inventor after: Shao Xuejun Inventor after: Yang Xiaoyun Inventor after: Feng Jian Inventor after: Lai Yonghang Inventor after: Xin Wei Inventor before: Zuo Xiuli Inventor before: Su Jingran Inventor before: Li Yanqing Inventor before: Li Zhen Inventor before: Shao Xuejun Inventor before: Yang Xiaoyun Inventor before: Feng Jian Inventor before: Lai Yonghang Inventor before: Xin Wei |