CN109635876B - 为生理树结构生成解剖标签的计算机实现的方法、装置和介质 - Google Patents
为生理树结构生成解剖标签的计算机实现的方法、装置和介质 Download PDFInfo
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US201762608872P | 2017-12-21 | 2017-12-21 | |
US62/608,872 | 2017-12-21 | ||
US16/116,889 US10548552B2 (en) | 2017-12-21 | 2018-08-29 | Method and device for generating anatomical labels for a physiological tree structure |
US16/116,889 | 2018-08-29 |
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CN111754476B (zh) * | 2019-06-19 | 2024-07-19 | 科亚医疗科技股份有限公司 | 用于解剖树结构的疾病量化建模的方法及系统 |
CN110517279B (zh) * | 2019-09-20 | 2022-04-05 | 北京深睿博联科技有限责任公司 | 头颈血管中心线提取方法及装置 |
CN111178420B (zh) * | 2019-12-24 | 2024-01-09 | 北京理工大学 | 一种二维造影图像上冠脉段标注方法及系统 |
CN113011510B (zh) * | 2021-03-25 | 2021-12-24 | 推想医疗科技股份有限公司 | 一种支气管分级及模型训练方法、装置及电子设备 |
CN113239992B (zh) * | 2021-04-28 | 2024-05-07 | 深圳睿心智能医疗科技有限公司 | 血管分类方法及装置 |
CN113633375B (zh) * | 2021-08-04 | 2023-02-28 | 天津国科医工科技发展有限公司 | 一种非诊疗目的的虚拟支气管镜的构建方法 |
CN114159083B (zh) * | 2021-12-09 | 2022-12-09 | 哈尔滨工业大学 | 一种基于深度树模型的冠状动脉自动解剖标注方法及系统 |
CN118037622A (zh) * | 2022-11-07 | 2024-05-14 | 华为云计算技术有限公司 | 一种图像处理方法、装置、电子设备和存储介质 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102693540A (zh) * | 2012-04-24 | 2012-09-26 | 深圳市旭东数字医学影像技术有限公司 | 一种肝脏分段的方法及其系统 |
CN104867147A (zh) * | 2015-05-21 | 2015-08-26 | 北京工业大学 | 基于冠状动脉造影图像分割的syntax自动评分方法 |
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FR2936333B1 (fr) * | 2008-09-24 | 2010-11-26 | Gen Electric | Procede et dispositif d'etiquetage d'une arborescence vasculaire. |
US9471989B2 (en) * | 2013-06-03 | 2016-10-18 | University Of Florida Research Foundation, Inc. | Vascular anatomy modeling derived from 3-dimensional medical image processing |
US9700219B2 (en) * | 2013-10-17 | 2017-07-11 | Siemens Healthcare Gmbh | Method and system for machine learning based assessment of fractional flow reserve |
US9349178B1 (en) * | 2014-11-24 | 2016-05-24 | Siemens Aktiengesellschaft | Synthetic data-driven hemodynamic determination in medical imaging |
CN105741251B (zh) * | 2016-03-17 | 2018-09-21 | 中南大学 | 一种肝脏cta序列图像的血管分割方法 |
CN107977709B (zh) * | 2017-04-01 | 2021-03-16 | 北京科亚方舟医疗科技股份有限公司 | 预测血管树血管路径上的血流特征的深度学习模型和系统 |
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Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102693540A (zh) * | 2012-04-24 | 2012-09-26 | 深圳市旭东数字医学影像技术有限公司 | 一种肝脏分段的方法及其系统 |
CN104867147A (zh) * | 2015-05-21 | 2015-08-26 | 北京工业大学 | 基于冠状动脉造影图像分割的syntax自动评分方法 |
Non-Patent Citations (2)
Title |
---|
基于概率跟踪的冠状动脉造影图像的血管树提取;周寿军等;《电子学报》;20060730;第34卷(第7期);1270-1274 * |
血管三维结构定量特征指标研究进展;郏科人等;《中国数字医学》;20170715;2-4、20 * |
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Address after: Block B, Mingyang International Center, 46 xizongbu Hutong, Dongcheng District, Beijing, 100005 Applicant after: Beijing Keya ark Medical Technology Co.,Ltd. Address before: Block B, Mingyang International Center, 46 xizongbu Hutong, Dongcheng District, Beijing, 100005 Applicant before: BEIJING CURACLOUD TECHNOLOGY Co.,Ltd. Address after: 3f301, East Tower, hadmen square, 8 Chongwenmenwai Street, Dongcheng District, Beijing 100062 Applicant after: Beijing Keya ark Medical Technology Co.,Ltd. Address before: Block B, Mingyang International Center, 46 xizongbu Hutong, Dongcheng District, Beijing, 100005 Applicant before: Beijing Keya ark Medical Technology Co.,Ltd. |
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Address after: 3f301, East Tower, hadmen square, 8 Chongwenmenwai Street, Dongcheng District, Beijing 100062 Patentee after: Keya Medical Technology Co.,Ltd. Address before: 3f301, East Tower, hadmen square, 8 Chongwenmenwai Street, Dongcheng District, Beijing 100062 Patentee before: Beijing Keya ark Medical Technology Co.,Ltd. |