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    Apparatus for patient record identification
    1.
    发明授权
    Apparatus for patient record identification 有权

    公开(公告)号：US10910112B2

    公开(公告)日：2021-02-02

    申请号：US16186688

    申请日：2018-11-12

    Applicant: KONINKLIJKE PHILIPS N.V.

    Inventor： Tak Ming Chan ,  Choo Chiap Chiau

    IPC: G16H50/70 ,  G16H10/60 ,  G06F16/245

    Abstract: In a patient record identification apparatus, at least one query value relating to at least one medical condition is input (210). Patient records are received (220) from a patient database. Each patient record includes at least one attribute value relating to the at least one medical condition, and each patient record includes information relating to an outcome of the at least one medical condition. A first set of patient records is determined (230) based on a similarity between the at least one query value input by the user and the at least one attribute value for the patient records. The first set of patient records is separated (240) into patient records relating to a positive outcome and into patient records relating to a negative outcome. An implemented model calculates (250) at least one outcome probability for the at least one medical condition for each patient record of the first set of patient records based on the at least one attribute value for each patient record of the first set of patient records. A second set of patient records is determined (260) from the first set of patient records including a number of patient records in a first sub-set of the patient records relating to the positive outcome and a number of patient records in a second sub-set of the patient records relating to the negative outcome and the at least one outcome probability for the at least one medical condition for each patient record of the first sub-set and second sub-set of the patient records.

    PRECISION CLINICAL DECISION SUPPORT WITH DATA DRIVEN APPROACH ON MULTIPLE MEDICAL KNOWLEDGE MODULES
    3.
    发明申请
    PRECISION CLINICAL DECISION SUPPORT WITH DATA DRIVEN APPROACH ON MULTIPLE MEDICAL KNOWLEDGE MODULES 审中-公开

    公开(公告)号：US20200051698A1

    公开(公告)日：2020-02-13

    申请号：US16342452

    申请日：2017-10-18

    Applicant: KONINKLIJKE PHILIPS N.V.

    Inventor： Tak Ming Chan ,  Qin Zhu ,  Chun Qi Shi ,  Choo Chiap Chiau

    IPC: G16H50/70 ,  G16H10/60 ,  G06F16/907 ,  G06F16/906

    Abstract: An electronic clinical decision support (CDS) device executes (54) clinical decision rules (8) using a computer (10, 12) to generate predicted values of clinical conclusions (58) for a current patient based on values for the current patient of preconditions of the clinical decision rules (52). The rules are also executed (36) to generate predicted values of the clinical conclusions (38) for past patients based on values for the past patients of the preconditions (32) retrieved from an Electronic Medical Record (EMR) (20). Rule summary scores (42) are generated (40) based on comparisons of “ground truth” values of the clinical conclusions (34) for the past patients retrieved from the EMR with the predicted values of the clinical conclusions for the past patients. A display (14) shows the predicted values of the clinical conclusions and the corresponding applied rules for the current patient ranked at least in part by the rule summary scores.

    APPARATUS FOR PATIENT RECORD IDENTIFICATION
    4.
    发明申请
    APPARATUS FOR PATIENT RECORD IDENTIFICATION 审中-公开

    公开(公告)号：US20190172592A1

    公开(公告)日：2019-06-06

    申请号：US16186688

    申请日：2018-11-12

    Applicant: KONINKLIJKE PHILIPS N.V.

    Inventor： Tak Ming Chan ,  Choo Chiap Chiau

    IPC: G16H50/70 ,  G06F17/30 ,  G16H10/60

    Abstract: The present invention relates to an apparatus (10) for patient record identification. It is described to input (210) at least one query value relating to at least one medical condition. Patient records are received (220) from a patient database. Each patient record comprises at least one attribute value relating to the at least one medical condition, and each patient record comprises information relating to an outcome of the at least one medical condition. A first set of patient records is determined (230) based on a similarity between the at least one query value input by the user and the at least one attribute value for the patient records. The first set of patient records is separated (240) into patient records relating to a positive outcome for the at least one medical condition and into patient records relating to a negative outcome for the at least one medical condition. An implemented model calculates (250) at least one outcome probability for the at least one medical condition for each patient record of the first set of patient records based on the at least one attribute value for each patient record of the first set of patient records. A second set of patient records is determined (260) from the first set of patient records comprising at least one comparison comprising utilization of a number of patient records in a first sub-set of the patient records relating to the positive outcome and a number of patient records in a second subset of the patient records relating to the negative outcome and the at least one outcome probability for the at least one medical condition for each patient record of the first sub-set and second sub-set of the patient records.

    Assessing performance data
    6.
    发明授权
    Assessing performance data 有权

    公开(公告)号：US11347753B2

    公开(公告)日：2022-05-31

    申请号：US16196014

    申请日：2018-11-20

    Applicant: KONINKLIJKE PHILIPS N.V.

    Inventor： Tak Ming Chan ,  Choo Chiap Chiau ,  Chun Qi Shi

    IPC: G06F16/00 ,  G06F16/2457 ,  G06F16/248

    Abstract: The invention discloses a system configured for assessing performance data, the system comprising a memory comprising instruction data representing a set of instructions; and a processor configured to communicate with the memory and to execute the set of instructions. The set of instructions, when executed by the processor, cause the processor to: acquire a plurality of performance data records associated with a performance indicator; classify each performance data record according to the performance indicator; identify a plurality of variables in the performance data records that contribute to the classifications; determine, based on the plurality of variables, a plurality of observations relating to the performance indicator and at least one variable of the plurality of variables; and deliver the plurality of observations for presentation to a user. A method is also disclosed.

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