CN107683113B - 用于通过癌症分级绘图增强的精确诊断和治疗的系统和方法 - Google Patents

用于通过癌症分级绘图增强的精确诊断和治疗的系统和方法 Download PDF

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CN107683113B
CN107683113B CN201680032536.9A CN201680032536A CN107683113B CN 107683113 B CN107683113 B CN 107683113B CN 201680032536 A CN201680032536 A CN 201680032536A CN 107683113 B CN107683113 B CN 107683113B
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ultrasound
tumor grade
map
ultrasound imaging
image
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CN107683113A (zh
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L·博罗茨基
A·M·塔赫玛塞比马拉古奥施
S·巴拉特
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Koninklijke Philips NV
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    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/02—Instruments for taking cell samples or for biopsy
    • A61B10/0233—Pointed or sharp biopsy instruments
    • A61B10/0241—Pointed or sharp biopsy instruments for prostate
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/08—Clinical applications
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/12—Diagnosis using ultrasonic, sonic or infrasonic waves in body cavities or body tracts, e.g. by using catheters
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/46—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient
    • A61B8/461—Displaying means of special interest
    • A61B8/463—Displaying means of special interest characterised by displaying multiple images or images and diagnostic data on one display
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/48—Diagnostic techniques
    • A61B8/485—Diagnostic techniques involving measuring strain or elastic properties
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
    • A61B8/5223—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for extracting a diagnostic or physiological parameter from medical diagnostic data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
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    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G06T7/41—Analysis of texture based on statistical description of texture
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N5/00—Radiation therapy
    • A61N5/10—X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
    • A61N5/1001—X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy using radiation sources introduced into or applied onto the body; brachytherapy
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30081—Prostate
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30096—Tumor; Lesion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Health & Medical Sciences (AREA)
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  • Bioinformatics & Cheminformatics (AREA)
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  • Computing Systems (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
CN201680032536.9A 2015-06-04 2016-05-20 用于通过癌症分级绘图增强的精确诊断和治疗的系统和方法 Active CN107683113B (zh)

Applications Claiming Priority (3)

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US201562170710P 2015-06-04 2015-06-04
US62/170,710 2015-06-04
PCT/EP2016/061461 WO2016193025A1 (en) 2015-06-04 2016-05-20 System and method for precision diagnosis and therapy augmented by cancer grade maps

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CN107683113B true CN107683113B (zh) 2021-06-15

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US (1) US20180125446A1 (enExample)
EP (1) EP3302286A1 (enExample)
JP (1) JP6873924B2 (enExample)
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WO (1) WO2016193025A1 (enExample)

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JP2014504918A (ja) 2010-12-14 2014-02-27 ホロジック， インコーポレイテッド 画像診断に使用するために複数の異なる画像処理システムからの３次元画像データを重ね合わせるシステムおよび方法
WO2017205386A1 (en) * 2016-05-27 2017-11-30 Hologic, Inc. Synchronized surface and internal tumor detection
CN110381845B (zh) * 2017-01-05 2022-08-12 皇家飞利浦有限公司 具有用于导出成像数据和组织信息的神经网络的超声成像系统
JP6870346B2 (ja) * 2017-01-30 2021-05-12 日本電気株式会社 データ分析システム、データ分析方法およびプログラム
CN112004478B (zh) * 2018-01-19 2024-09-10 皇家飞利浦有限公司 多模态融合靶向活检期间的自动路径校正
CN108960313B (zh) * 2018-06-26 2021-07-02 南京工程学院 基于Shearlet特征和层级二叉树SVM分类器的超声乳腺肿块分级检测方法
EP3813676B1 (en) 2018-06-29 2023-11-08 Koninklijke Philips N.V. Biopsy prediction and guidance with ultrasound imaging and associated devices, systems, and methods
CN109065150A (zh) * 2018-07-02 2018-12-21 江苏省中医院 一种基于多特征提取和Linear SVM的超声乳腺肿瘤分级方法
JP7287151B2 (ja) * 2019-07-02 2023-06-06 コニカミノルタ株式会社 医用情報処理装置及びプログラム
US11883206B2 (en) 2019-07-29 2024-01-30 Hologic, Inc. Personalized breast imaging system
CN114375179B (zh) * 2019-11-04 2024-07-23 深圳迈瑞生物医疗电子股份有限公司 超声图像分析方法、超声成像系统和计算机存储介质
US11464443B2 (en) * 2019-11-26 2022-10-11 The Chinese University Of Hong Kong Methods based on an analysis of drawing behavior changes for cognitive dysfunction screening
TWI734449B (zh) * 2020-04-21 2021-07-21 財團法人工業技術研究院 用於影像辨識的特徵標註方法及其裝置
CN111553369B (zh) * 2020-05-14 2023-04-18 南京信息工程大学 前列腺癌穿刺病理图像的格里森自动分级方法和装置
WO2022241308A1 (en) * 2021-05-14 2022-11-17 The Board Of Trustees Of The Leland Stanford Junior University Pediatric volumetric ultrasound scanner
CN113854963B (zh) * 2021-09-15 2022-12-16 同济大学 一种前列腺癌光声谱数据库及构建方法
CN113593707B (zh) * 2021-09-29 2021-12-14 武汉楚精灵医疗科技有限公司 胃早癌模型训练方法、装置、计算机设备及存储介质
KR102485415B1 (ko) * 2022-06-02 2023-01-06 주식회사 딥바이오 패치 레벨 중증도 판단 방법, 슬라이드 레벨 중증도 판단 방법 및 이를 수행하는 컴퓨팅 시스템
CN116570224B (zh) * 2023-05-31 2025-10-31 复旦大学 一种超声胶囊机器人成像方法及系统
CN117611806B (zh) * 2024-01-24 2024-04-12 北京航空航天大学 基于影像和临床特征的前列腺癌手术切缘阳性预测系统

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JP6873924B2 (ja) 2021-05-19
EP3302286A1 (en) 2018-04-11
US20180125446A1 (en) 2018-05-10
JP2018516135A (ja) 2018-06-21
CN107683113A (zh) 2018-02-09
WO2016193025A1 (en) 2016-12-08

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