CN109598716B - 基于计算机视觉的肠镜退镜速度实时监测方法和*** - Google Patents
基于计算机视觉的肠镜退镜速度实时监测方法和*** Download PDFInfo
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- CN109598716B CN109598716B CN201811481234.7A CN201811481234A CN109598716B CN 109598716 B CN109598716 B CN 109598716B CN 201811481234 A CN201811481234 A CN 201811481234A CN 109598716 B CN109598716 B CN 109598716B
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Abstract
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CN201811481234.7A CN109598716B (zh) | 2018-12-05 | 2018-12-05 | 基于计算机视觉的肠镜退镜速度实时监测方法和*** |
EP19893880.5A EP3848891B1 (en) | 2018-12-05 | 2019-09-17 | Computer vision-based method and system for monitoring speed of intestinal lens removal in real time |
PCT/CN2019/106102 WO2020114037A1 (zh) | 2018-12-05 | 2019-09-17 | 基于计算机视觉的肠镜退镜速度实时监测方法和*** |
US16/986,232 US11800969B2 (en) | 2018-12-05 | 2020-08-05 | Method and device for monitoring colonoscope withdrawal speed |
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CN201811481234.7A CN109598716B (zh) | 2018-12-05 | 2018-12-05 | 基于计算机视觉的肠镜退镜速度实时监测方法和*** |
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CN109598716B true CN109598716B (zh) | 2020-08-07 |
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US (1) | US11800969B2 (zh) |
EP (1) | EP3848891B1 (zh) |
CN (1) | CN109598716B (zh) |
WO (1) | WO2020114037A1 (zh) |
Families Citing this family (21)
Publication number | Priority date | Publication date | Assignee | Title |
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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*** |
CN111839444A (zh) * | 2019-04-25 | 2020-10-30 | 天津御锦人工智能医疗科技有限公司 | 一种基于图像识别匹配的肠镜镜头静止检测方法 |
CN111863177A (zh) * | 2019-04-25 | 2020-10-30 | 天津御锦人工智能医疗科技有限公司 | 一种基于大数据的肠镜检查质量报告管理*** |
CN111861049A (zh) * | 2019-04-25 | 2020-10-30 | 天津御锦人工智能医疗科技有限公司 | 基于图像识别的肠镜检查质量标准及打分*** |
CN111863209B (zh) * | 2019-04-25 | 2023-08-18 | 天津御锦人工智能医疗科技有限公司 | 基于图像识别的结肠镜检查质量评估工作站 |
CN112529831B (zh) * | 2019-08-28 | 2024-05-24 | 深圳市熠摄科技有限公司 | 利用图像处理技术的地貌潜变观测设备 |
CN112461206A (zh) * | 2019-09-09 | 2021-03-09 | 深圳市熠摄科技有限公司 | 地貌潜变观测设备 |
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*** |
CN111767958A (zh) * | 2020-07-01 | 2020-10-13 | 武汉楚精灵医疗科技有限公司 | 基于随机森林算法的肠镜退镜时间的实时监测方法 |
CN111754503B (zh) * | 2020-07-01 | 2023-12-08 | 武汉楚精灵医疗科技有限公司 | 基于两通道卷积神经网络的肠镜退镜超速占比监测方法 |
CN111784668A (zh) * | 2020-07-01 | 2020-10-16 | 武汉楚精灵医疗科技有限公司 | 基于感知哈希算法的消化内镜检查影像自动冻结的方法 |
CN112785549B (zh) * | 2020-12-29 | 2024-03-01 | 成都微识医疗设备有限公司 | 基于图像识别的肠镜检查质量评估方法、装置及存储介质 |
CN112597981B (zh) * | 2021-03-04 | 2021-06-01 | 四川大学 | 基于深度神经网络的肠镜退镜质量智能监控***及方法 |
CN113487553A (zh) * | 2021-06-30 | 2021-10-08 | 武汉楚精灵医疗科技有限公司 | 一种肠道退镜速度平滑方法 |
CN113793334B (zh) * | 2021-11-16 | 2022-02-08 | 武汉大学 | 设备监测方法和设备监测装置 |
CN113823400A (zh) * | 2021-11-22 | 2021-12-21 | 武汉楚精灵医疗科技有限公司 | 肠道退镜速度监测方法、装置及计算机可读存储介质 |
CN113962998A (zh) * | 2021-12-23 | 2022-01-21 | 天津御锦人工智能医疗科技有限公司 | 肠镜检查的有效退镜时间评估方法、装置及存储介质 |
CN114419521B (zh) * | 2022-03-28 | 2022-07-01 | 武汉楚精灵医疗科技有限公司 | 肠道内镜检查的监控方法及装置 |
CN115035152B (zh) * | 2022-08-12 | 2022-10-25 | 武汉楚精灵医疗科技有限公司 | 医学图像处理方法、装置以及相关设备 |
CN116977411B (zh) * | 2022-12-01 | 2024-03-19 | 开立生物医疗科技(武汉)有限公司 | 内镜移动速度估计方法及装置、电子设备及存储介质 |
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CN106056583A (zh) * | 2016-05-24 | 2016-10-26 | 中国科学院苏州生物医学工程技术研究所 | 面向虚拟结肠镜的结肠息肉图像数据处理方法 |
CN108682013A (zh) * | 2018-05-30 | 2018-10-19 | 广州众健医疗科技有限公司 | 一种胃镜图像智能处理装置 |
CN108897775A (zh) * | 2018-06-01 | 2018-11-27 | 昆明理工大学 | 一种基于感知哈希的快速图像识别***及方法 |
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WO2006138504A2 (en) * | 2005-06-17 | 2006-12-28 | Mayo Foundation For Medical Education And Research | Colonoscopy video processing for quality metrics determination |
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KR100876673B1 (ko) * | 2007-09-06 | 2009-01-07 | 아이쓰리시스템 주식회사 | 촬영 속도 조절이 가능한 캡슐형 내시경 |
EP2910173A4 (en) * | 2012-10-18 | 2016-06-01 | Olympus Corp | IMAGE PROCESSING DEVICE AND METHOD |
KR20140055697A (ko) * | 2012-11-01 | 2014-05-09 | 노틸러스효성 주식회사 | 원격 화상 금융거래처리 기기 및 이를 이용한 금융서비스 제공방법 |
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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*** |
CN114529742A (zh) * | 2020-11-23 | 2022-05-24 | ***通信集团重庆有限公司 | 图像相似度确定方法、装置、设备及计算机可读存储介质 |
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CN106056583A (zh) * | 2016-05-24 | 2016-10-26 | 中国科学院苏州生物医学工程技术研究所 | 面向虚拟结肠镜的结肠息肉图像数据处理方法 |
CN108682013A (zh) * | 2018-05-30 | 2018-10-19 | 广州众健医疗科技有限公司 | 一种胃镜图像智能处理装置 |
CN108897775A (zh) * | 2018-06-01 | 2018-11-27 | 昆明理工大学 | 一种基于感知哈希的快速图像识别***及方法 |
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US11800969B2 (en) | 2023-10-31 |
WO2020114037A1 (zh) | 2020-06-11 |
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EP3848891B1 (en) | 2023-02-22 |
CN109598716A (zh) | 2019-04-09 |
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