CN113409312B - 一种用于生物医疗影像的图像处理方法和装置 - Google Patents
一种用于生物医疗影像的图像处理方法和装置 Download PDFInfo
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- 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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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
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Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105989092A (zh) * | 2015-02-12 | 2016-10-05 | 东芝医疗系统株式会社 | 医学图像处理设备、医学图像处理方法以及医学成像系统 |
CN110136106A (zh) * | 2019-05-06 | 2019-08-16 | 腾讯科技(深圳)有限公司 | 医疗内窥镜图像的识别方法、系统、设备和内窥镜影像系统 |
CN110602495A (zh) * | 2019-08-20 | 2019-12-20 | 深圳市盛世生物医疗科技有限公司 | 一种医学图像编码方法及装置 |
CN110831487A (zh) * | 2017-07-14 | 2020-02-21 | 富士胶片株式会社 | 医疗图像处理装置、内窥镜系统、诊断支持装置及医疗服务支持装置 |
CN110866880A (zh) * | 2019-11-14 | 2020-03-06 | 上海联影智能医疗科技有限公司 | 图像伪影检测方法、装置、设备和存储介质 |
CN111539944A (zh) * | 2020-04-28 | 2020-08-14 | 安徽科大讯飞医疗信息技术有限公司 | 肺部病灶统计属性获取方法、装置、电子设备和存储介质 |
CN111899177A (zh) * | 2020-08-05 | 2020-11-06 | 苏州深透智能科技有限公司 | 一种图像处理方法、装置、电子设备和可读存储介质 |
WO2021038202A1 (en) * | 2019-08-23 | 2021-03-04 | Oxford University Innovation Limited | Computerised tomography image processing |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
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JP2001209785A (ja) * | 1999-11-19 | 2001-08-03 | Fujitsu Ltd | 画像処理装置、画像処理方法、および画像処理プログラム記憶媒体 |
KR102090270B1 (ko) * | 2013-04-25 | 2020-03-17 | 삼성메디슨 주식회사 | 영상 정합 방법 및 장치 |
JP6807820B2 (ja) * | 2017-10-31 | 2021-01-06 | 富士フイルム株式会社 | 画像検索装置、方法およびプログラム |
JP6914233B2 (ja) * | 2018-08-31 | 2021-08-04 | 富士フイルム株式会社 | 類似度決定装置、方法およびプログラム |
CN110796157A (zh) * | 2019-08-29 | 2020-02-14 | 腾讯科技(深圳)有限公司 | 一种图像差异识别方法、装置及存储介质 |
DE102019214887A1 (de) * | 2019-09-27 | 2021-04-01 | Siemens Healthcare Gmbh | Verfahren zu einem automatischen Positionieren eines zu untersuchenden Bereichs eines Patienten für eine medizinische Bildgebungsuntersuchung sowie eine medizinische Bildgebungsvorrichtung, die zu einem Durchführen des Verfahrens ausgelegt ist |
CN111050086B (zh) * | 2019-12-18 | 2021-10-19 | 重庆金山医疗技术研究院有限公司 | 图像处理方法、装置及设备 |
-
2021
- 2021-08-03 CN CN202110885568.6A patent/CN113409312B/zh active Active
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105989092A (zh) * | 2015-02-12 | 2016-10-05 | 东芝医疗系统株式会社 | 医学图像处理设备、医学图像处理方法以及医学成像系统 |
CN110831487A (zh) * | 2017-07-14 | 2020-02-21 | 富士胶片株式会社 | 医疗图像处理装置、内窥镜系统、诊断支持装置及医疗服务支持装置 |
CN110136106A (zh) * | 2019-05-06 | 2019-08-16 | 腾讯科技(深圳)有限公司 | 医疗内窥镜图像的识别方法、系统、设备和内窥镜影像系统 |
CN110602495A (zh) * | 2019-08-20 | 2019-12-20 | 深圳市盛世生物医疗科技有限公司 | 一种医学图像编码方法及装置 |
WO2021038202A1 (en) * | 2019-08-23 | 2021-03-04 | Oxford University Innovation Limited | Computerised tomography image processing |
CN110866880A (zh) * | 2019-11-14 | 2020-03-06 | 上海联影智能医疗科技有限公司 | 图像伪影检测方法、装置、设备和存储介质 |
CN111539944A (zh) * | 2020-04-28 | 2020-08-14 | 安徽科大讯飞医疗信息技术有限公司 | 肺部病灶统计属性获取方法、装置、电子设备和存储介质 |
CN111899177A (zh) * | 2020-08-05 | 2020-11-06 | 苏州深透智能科技有限公司 | 一种图像处理方法、装置、电子设备和可读存储介质 |
Non-Patent Citations (1)
Title |
---|
基于模板匹配的医用内窥镜影像目标识别算法;张志阳 等;《软件导刊》;20200331;第19卷(第3期);全文 * |
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Inventor after: Chang Shaoqing Inventor after: Zhi Bin Inventor after: Zhao Zhen Inventor after: Wang Yating Inventor after: Kong Dandan Inventor after: Ding Jun Inventor after: Jia Penglong Inventor before: Ding Jun Inventor before: Jia Penglong |
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