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1. 发明申请

WO2022162167A1 DISENTANGLED FEATURE REPRESENTATION FOR ANALYZING CONTENT AND STYLE OF RADIOLOGY REPORTS 审中-公开
公开(公告)号：WO2022162167A1
公开(公告)日：2022-08-04
申请号：PCT/EP2022/052089
申请日：2022-01-28
申请人： KONINKLIJKE PHILIPS N.V.
发明人： LIU, Saifeng , WANG, Xin , SCHWAB, Evan , RUBIN, Jonathan , DALAL, Sandeep, Madhukar , RUBENS, Eran
IPC分类号： G16H15/00 , G16H30/00
摘要： A method (100) of analyzing a medical report (34) presenting clinical content determined from one or more images (38) includes: extracting a text embedding (54) from the medical report; extracting an image embedding (52) from the one or more images; determining one or more content feature vectors from the text embedding and the image embedding; determining one or more style feature vectors from the text embedding; and at least one of: extracting one or more clinical findings contained in the medical report using the one or more content feature vectors; scoring the style of the medical report using the one or more style feature vectors; and/or converting the medical report to a target style using the one or more content feature vectors and one or more target style feature vectors different from the determined one or more style feature vectors.

2. 发明申请

WO2017129573A1 IMAGE DATA PRE-PROCESSING 审中-公开
标题翻译：图像数据预处理
公开(公告)号：WO2017129573A1
公开(公告)日：2017-08-03
申请号：PCT/EP2017/051449
申请日：2017-01-25
申请人： KONINKLIJKE PHILIPS N.V.
发明人： RUBENS, Eran , FADIDA-SPECKTOR, Bella , ZINO, Eliahu , MELAMED, Menachem , MEIR, Eran , WEINBERG, Netanel , KAPLINSKY, Maria
IPC分类号： G06T5/00
CPC分类号： G06K9/4604 , G06T5/00 , G06T11/206 , G06T2207/20081 , G06T2207/30004
摘要： A computer-implemented method (40) of reducing processing time of an application for visualizing image data, the application being one of a plurality of applications selectable by a user and each of the plurality of applications comprising a pre-processing algorithm for pre-processing the image data. The method comprises predicting which one of the pre-processing algorithms is to be performed in response to a selection of an application by the user by: - extracting a feature vector from the image data, metadata, and/or additional data associated with the image data, - supplying the feature vector as input to a machine learned model, and - receiving an algorithm identifier as output from the machine learned model, the algorithm identifier identifying the pre-processing algorithm, the method further comprising: - using the algorithm identifier to select (42) the pre-processing algorithm, thereby obtaining a selected pre-processing algorithm, and - pre-processing (43) the image data using the selected pre-processing algorithm.
摘要翻译：一种减少用于可视化图像数据的应用程序的处理时间的计算机实现的方法（40），所述应用程序是可由用户选择的多个应用程序之一，并且所述多个应用程序的每一个包括用于预处理图像数据的预处理算法。该方法包括响应于用户通过以下方式选择应用来预测要执行哪一个预处理算法： - 从图像数据，元数据和/或与图像相关联的附加数据中提取特征向量数据， - 将特征向量作为输入提供给机器学习模型，以及 - 接收算法标识符作为机器学习模型的输出，算法标识符标识预处理算法，该方法还包括： - 使用算法标识符选择（42）预处理算法，从而获得选择的预处理算法，以及 - 使用所选择的预处理算法预处理（43）图像数据。

3. 发明申请

WO2019219388A1 SYSTEM AND METHOD FOR PRIORITIZATION AND PRESENTATION OF HETEROGENEOUS MEDICAL DATA 审中-公开
公开(公告)号：WO2019219388A1
公开(公告)日：2019-11-21
申请号：PCT/EP2019/061166
申请日：2019-05-01
申请人： KONINKLIJKE PHILIPS N.V.
发明人： SEVENSTER, Merlijn , RUBENS, Eran
IPC分类号： G16H10/65 , G16H10/60
摘要： A system and method prioritizes and presents heterogenous medical data. The method includes retrieving medical data of a patient, the medical data including data from multiple data sources. The method includes phenotyping the medical data to generate a reasoning trail and reasoning outcome including one or more codes, the reasoning trail including a basis for which the reasoning outcome is determined. The method includes assigning a relevance score to each of the one or more codes. The method includes ranking the codes based on the relevance score of each of the one or more codes. The method includes displaying the codes in rank order.

4. 发明申请

WO2014174461A2 IMAGE VISUALIZATION 审中-公开
标题翻译：图像可视化
公开(公告)号：WO2014174461A2
公开(公告)日：2014-10-30
申请号：PCT/IB2014/060940
申请日：2014-04-23
申请人： KONINKLIJKE PHILIPS N.V.
发明人： GOTMAN, Shlomo , RUBENS, Eran
IPC分类号： G06F19/00
CPC分类号： G06F17/212 , G06F17/248 , G06F19/00 , G06F19/321
摘要： A system and/or method that facilitates sharing image viewing context between vendor visualization applications without integration of different software application from different vendors packages is describe herein. In one instance, a visualization computing system (102) includes a processor (116) that executes computer readable instructions that capture a visual context of an imaging study displayed via a basic visualization application running on a vendor computing system, identify the study based on the captured visual context, load the study on the visualization computing system, and launch an advanced visualization application, which allows viewing and manipulation of the loaded study using advanced visualization tools unavailable by the basic visualization application.
摘要翻译：本文描述了一种有助于在供应商可视化应用程序之间共享图像查看上下文而不从不同供应商包集成不同软件应用的系统和/或方法。在一个实例中，可视化计算系统（102）包括执行计算机可读指令的处理器（116），其捕获通过在供应商计算系统上运行的基本可视化应用程序显示的成像研究的视觉上下文，基于捕获的视觉环境，加载可视化计算系统上的研究，并启动一个先进的可视化应用程序，该应用程序允许使用基本可视化应用程序不可用的高级可视化工具查看和操纵加载的研究。

5. 发明申请

WO2021180551A1 RADIOLOGIST FINGERPRINTING 审中-公开
公开(公告)号：WO2021180551A1
公开(公告)日：2021-09-16
申请号：PCT/EP2021/055410
申请日：2021-03-04
申请人： KONINKLIJKE PHILIPS N.V.
发明人： KLINDER, Tobias , WANG, Xin , NORDHOFF, Tanja , QIAN, Yuechen , HOMBAL, Vadiraj, Krishnamurthy , RUBENS, Eran , DALAL, Sandeep, Madhukar , SAALBACH, Axel , WIEMKER, Rafael
IPC分类号： G16H15/00 , G16H30/40 , G16H40/20 , G16H50/20
摘要： An apparatus (10) for assessing radiologist performance includes at least one electronic processor (20) programmed to: during reading sessions in which a user is logged into a user interface (UI) (27), present (98) medical imaging examinations (31) via the UI, receive examination reports on the presented medical imaging examinations via the UI, and file the examination reports; and perform a tracking method (102, 202) including at least one of: (i) computing (204) concurrence scores (34) quantifying concurrence between clinical findings contained in the examination reports and corresponding computer-generated clinical findings for the presented medical imaging examinations which are generated by a computer aided diagnostic (CAD) process running as a background process during the reading sessions; and/or (ii) determining (208) reading times (38) for the presented medical imaging examinations wherein the reading time for each presented medical imaging examination is the time interval between a start of the presenting of the medical imaging examination via the user interface and the filing of the corresponding examination report; and generating (104) at least one time-dependent user performance metric (36) for the user based on the computed concurrence scores and/or the determined reading times.

6. 发明申请

WO2020043673A1 SELECTING A TREATMENT FOR A PATIENT 审中-公开
公开(公告)号：WO2020043673A1
公开(公告)日：2020-03-05
申请号：PCT/EP2019/072737
申请日：2019-08-27
申请人： KONINKLIJKE PHILIPS N.V.
发明人： TAHMASEBI MARAGHOOSH, Amir, Mohammad , SHARIFI SEDEH, Reza , RUBENS, Eran
IPC分类号： G16H20/00 , G16H70/20
摘要： Methods and systems for selecting a treatment for a patient. The system extracts an incidental finding from a record associated with a patient and an associated follow-up recommendation. The system then determines whether any inconsistencies exist between the follow-up recommendation from the report and a follow-up recommendation prescribed by institutional or administrative guidelines. Any inconsistencies may then be resolved to guarantee an appropriate workflow for patient care.

7. 发明申请

WO2019020497A1 CONTEXTUALIZED PATIENT-SPECIFIC PRESENTATION OF PREDICTION SCORE INFORMATION 审中-公开
公开(公告)号：WO2019020497A1
公开(公告)日：2019-01-31
申请号：PCT/EP2018/069698
申请日：2018-07-20
申请人： KONINKLIJKE PHILIPS N.V.
发明人： FORSBERG, Thomas, Andre , SEVENSTER, Merlijn , JIA, Yugang , ALALAO, Ayman , LI, Qianxi , QIAN, Yuechen , JOHN, Blair , RUBENS, Eran , GROSS, Brian, David
IPC分类号： G16H50/30 , G16H50/20 , A61B5/00
摘要： A patient monitor (8) includes a display (10). Patient values (38) are obtained for one or more known variables of a risk prediction function (30). One or more unknown variables of the risk prediction function are determined, and at least one hyperplane (40) is defined as values assumable by the one or more unknown variables. Values of the risk prediction function are computed over the at least one hyperplane using the obtained patient values. A visualization template is selected from a database of visualization templates (50) using template selection indices including the risk prediction function and the one or more unknown variables. Using the visualization template, a visualization (52) of the computed values of the risk prediction function over the at least one hyperplane is displayed.

8. 发明申请

WO2014167536A2 ENABLING A USER TO STUDY IMAGE DATA 审中-公开
标题翻译：启用用户研究图像数据
公开(公告)号：WO2014167536A2
公开(公告)日：2014-10-16
申请号：PCT/IB2014/060646
申请日：2014-04-11
申请人： KONINKLIJKE PHILIPS N.V. , PHILIPS MEDICAL SYSTEMS TECHNOLOGIES LTD
发明人： QIAN, Yuechen , RUBENS, Eran
IPC分类号： G06F19/00
CPC分类号： G06F3/04845 , G06F3/0482 , G06F19/00 , G06F19/321 , G06T7/0012 , G06T7/174 , G06T2207/20112 , G16H50/20 , G16H50/70
摘要： A system (100) for enabling study of image data, comprising: - a user interface subsystem (120) for i) receiving navigation commands (022) from a user, and ii) displaying different views (400) of the image data (042) in response to the navigation commands for enabling the user to navigate through the image data; - a function execution subsystem (160) for executing individual ones of a plurality of system functions (500) to support the user in the study of the image data; and - a pattern analysis subsystem (140) for: j) obtaining, from the user interface subsystem, data (022) indicative of a display sequence of the different views during the navigating through the image data, jj) analyzing the data to determine a navigation pattern (631) of the user, and jjj) based on the navigation pattern, selecting one of the plurality of system functions for execution by the function execution subsystem.
摘要翻译：一种用于能够研究图像数据的系统（100），包括： - 用户接口子系统（120），用于i）从用户接收导航命令（022），以及ii）显示图像数据的不同视图（400））响应于用于使用户能够浏览图像数据的导航命令; - 功能执行子系统（160），用于执行多个系统功能（500）中的各个系统功能以支持用户研究图像数据; 以及 - 模式分析子系统（140），用于：j）从所述用户界面子系统获得指示在导航所述图像数据期间所述不同视图的显示序列的数据（022），j）分析所述数据以确定导航模式（631）和jjj），基于导航模式，选择多个系统功能中的一个用于由功能执行子系统执行。

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