公开(公告)号：US20200168338A1

公开(公告)日：2020-05-28

申请号：US16632631

申请日：2018-07-20

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Thomas Andre FORSBERG ,  Merlijn SEVENSTER ,  Yugang JIA ,  Ayman ALALAO ,  Qianxi LI ,  Yuechen QIAN ,  John BLAIR ,  Eran RUBENS ,  Brian David GROSS

IPC: G16H50/30 ,  G16H15/00 ,  G16H40/63 ,  G16H30/40 ,  G16H50/20 ,  G06F16/26 ,  G06N5/04 ,  A61B6/00

Abstract: 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.

公开(公告)号：US20240020342A1

公开(公告)日：2024-01-18

申请号：US18373333

申请日：2023-09-27

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Merlijn SEVENSTER ,  Eran RUBENS

IPC: G06F16/903 ,  G16H10/60 ,  G06F16/9032 ,  G06F16/9035 ,  G06F40/242

CPC classification number: G06F16/90335 ,  G16H10/60 ,  G06F16/90332 ,  G06F16/9035 ,  G06F40/242

Abstract: 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.

公开(公告)号：US20240428910A1

公开(公告)日：2024-12-26

申请号：US18274054

申请日：2022-01-28

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Saifeng LIU ,  Xi WANG ,  Evan SCHWAB ,  Jonathan RUBIN ,  Sandeep Madhukar DALAL ,  Eran RUBENS

IPC: G16H15/00 ,  G06F40/103 ,  G16H30/40

Abstract: 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.

公开(公告)号：US20230118299A1

公开(公告)日：2023-04-20

申请号：US17909454

申请日：2021-03-04

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Tobias KLINDER ,  Xin WANG ,  Tanja NORDHOFF ,  Yuechen QIAN ,  Vadiraj krishnamurthy HOMBAL ,  Eran RUBENS ,  Sandeep Madhukar DALAL ,  Axel SAALBACH ,  Rafael WIEMKER

IPC: G16H40/20 ,  G16H15/00 ,  G06F30/10

Abstract: 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 miming 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.

公开(公告)号：US20210279289A1

公开(公告)日：2021-09-09

申请号：US17056161

申请日：2019-05-01

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Merlijn SEVENSTER ,  Eran RUBENS

IPC: G06F16/903 ,  G16H10/60 ,  G06F16/9035 ,  G06F16/9032 ,  G06F40/242

Abstract: 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.