CN109598716A - 基于计算机视觉的肠镜退镜速度实时监测方法和系统 - Google Patents
基于计算机视觉的肠镜退镜速度实时监测方法和系统 Download PDFInfo
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- CN109598716A CN109598716A CN201811481234.7A CN201811481234A CN109598716A CN 109598716 A CN109598716 A CN 109598716A CN 201811481234 A CN201811481234 A CN 201811481234A CN 109598716 A CN109598716 A CN 109598716A
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Abstract
Description
Claims (9)
Priority Applications (4)
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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系统 |
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系统 |
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 |
US16/986,232 US11800969B2 (en) | 2018-12-05 | 2020-08-05 | Method and device for monitoring colonoscope withdrawal speed |
Applications Claiming Priority (1)
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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系统 |
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CN109598716A true CN109598716A (zh) | 2019-04-09 |
CN109598716B CN109598716B (zh) | 2020-08-07 |
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CN201811481234.7A Active 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系统 |
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US (1) | US11800969B2 (zh) |
EP (1) | EP3848891B1 (zh) |
CN (1) | CN109598716B (zh) |
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Cited By (20)
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CN111000633A (zh) * | 2019-12-20 | 2020-04-14 | 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 |
WO2020114037A1 (zh) * | 2018-12-05 | 2020-06-11 | 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系统 |
CN111754503A (zh) * | 2020-07-01 | 2020-10-09 | 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 |
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 |
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 |
WO2020215809A1 (zh) * | 2019-04-25 | 2020-10-29 | 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系统 |
WO2020215593A1 (zh) * | 2019-04-22 | 2020-10-29 | 武汉楚精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系统 |
WO2020215805A1 (zh) * | 2019-04-25 | 2020-10-29 | 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 |
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 |
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 |
CN112529831A (zh) * | 2019-08-28 | 2021-03-19 | 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 |
CN112597981A (zh) * | 2021-03-04 | 2021-04-02 | 四川大学 | 基于深度神经网络的肠镜退镜质量智能监控系统及方法 |
CN112785549A (zh) * | 2020-12-29 | 2021-05-11 | 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 |
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 |
CN113793334A (zh) * | 2021-11-16 | 2021-12-14 | 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 |
CN114419521A (zh) * | 2022-03-28 | 2022-04-29 | 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 |
CN115035152A (zh) * | 2022-08-12 | 2022-09-09 | 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 |
CN116977411A (zh) * | 2022-12-01 | 2023-10-31 | 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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Cited By (29)
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US20200364880A1 (en) * | 2018-12-05 | 2020-11-19 | Wuhan Endoangel Medical Technology Co., Ltd. | Method and device for monitoring colonoscope withdrawal speed |
WO2020114037A1 (zh) * | 2018-12-05 | 2020-06-11 | 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系统 |
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WO2020215593A1 (zh) * | 2019-04-22 | 2020-10-29 | 武汉楚精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系统 |
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JP2022530132A (ja) * | 2019-04-25 | 2022-06-27 | 天津御▲錦▼人工智能医▲療▼科技有限公司 | 画像認識に基づく結腸鏡検査品質評価ワークステーション |
WO2020215809A1 (zh) * | 2019-04-25 | 2020-10-29 | 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系统 |
WO2020215805A1 (zh) * | 2019-04-25 | 2020-10-29 | 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 |
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系统 |
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 |
CN112529831A (zh) * | 2019-08-28 | 2021-03-19 | 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 |
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