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公开(公告)号：US20220156810A1
公开(公告)日：2022-05-19
申请号：US17441472
申请日：2020-03-19
发明人： Dieter Maria Alfons VAN DE CRAEN , Christoph Tobias WIRTH , Steffen Clarence PAUWS , Daniele DE MASSARI
摘要： A method for managing healthcare costs includes generating a first set of event logs based on first information, extracting traces from the first set of event logs for different episodes of care, generating a second set of event logs based on second information, determining a plurality of clusters based on the second set of event logs, grouping the traces to form sets of traces linked to the plurality of clusters, and inputting the sets of traces into a process mining module.
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2.发明申请公开(公告)号：US20190069779A1
公开(公告)日：2019-03-07
申请号：US16084255
申请日：2017-03-16
摘要： A system for detecting clinical deterioration in a patient having a health condition during one or more post-discharge patient follow-up periods is provided. The system includes a computer system that has one or more physical processors programmed with computer program instructions which, when executed cause the computer system to: determine a clinical deterioration risk detection model for each of the post-discharge patient follow-up periods, and determine a clinical deterioration risk detection value for the patient in the post-discharge patient follow-up period using the corresponding clinical deterioration risk detection model. The clinical deterioration risk detection model is a function of health information of the patient in the corresponding post-discharge patient follow-up period. The clinical deterioration risk detection value is configured to predict the likelihood of the clinical deterioration in the patient in the post-discharge patient follow-up period.
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公开(公告)号：US20190006033A1
公开(公告)日：2019-01-03
申请号：US16018808
申请日：2018-06-26
发明人： Jens WOLTHUIS , Ioanna SOKORELI , Joep Joseph Benjamin Nathan VAN BERKEL , Daniele DE MASSARI , Muhammad ASIM , Aleksandra TESANOVIC
摘要： There is provided a computer-implemented method (100) for generating a patient care plan. The method comprises acquiring (102) a plurality of single-condition care plans for a patient suffering from multiple medical conditions; enriching (104) at least one of the single-condition care plans; combining (106) the plurality of single-condition care plans into a multiple-condition care plan; and evaluating (108) a quality of the multiple-condition care plan relative to the plurality of single-condition care plans. A computer program product, an apparatus and a system are also disclosed.
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公开(公告)号：US20220189617A1
公开(公告)日：2022-06-16
申请号：US17437964
申请日：2020-03-11
发明人： Christoph Tobias WIRTH , Dieter Maria Alfons VAN DE CRAEN , Daniele DE MASSARI , Steffen Clarence PAUWS
IPC分类号： G16H40/20
摘要： Various embodiments relate to a method for managing healthcare resources including receiving information selecting a first outcome perspective, calculating first impactibility scores for the first outcome perspective, determining a first subarea based on the first impactibility scores, and designating an allocation of healthcare resources and cost for the first subarea based on the first outcome perspective. The first impactibility scores are calculated for respective subareas including the first subarea, and the first outcome perspective corresponds to a first ratio of healthcare resources and cost.
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5.发明申请公开(公告)号：US20200279628A1
公开(公告)日：2020-09-03
申请号：US16650706
申请日：2018-09-20
发明人： Murtaza BULUT , Daniele DE MASSARI , Jan Johannes Gerardus DE VRIES , Dieter Maria Alfons VAN DE CRAEN
摘要： According to an aspect there is provided a computer-implemented method of monitoring a person, the method comprising (i) receiving medication schedule information regarding a person, the medication schedule information indicating the timing of medication doses for treating or suppressing one or more symptoms of a medical condition; (ii) setting a first monitoring interval for a first monitoring event for the person based on the received medication schedule, wherein the first monitoring interval starts before a first medication dose is scheduled to be taken in which a first monitoring event can be initiated; (iii) initiating a first monitoring event for the person in the first monitoring interval and monitoring the person for one or more characteristics associated with the one or more symptoms of the medical condition during the first monitoring event; (iv) setting a second monitoring interval for a second monitoring event for the person, wherein the second monitoring interval starts before a second medication dose is scheduled to be taken by the person in which a second monitoring event can be initiated, and wherein a start time, end time and/or duration of the second monitoring interval is determined based on the monitored one or more characteristics and the medication schedule.
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公开(公告)号：US20200219610A1
公开(公告)日：2020-07-09
申请号：US16625022
申请日：2018-06-28
摘要： The present disclosure pertains to a system for providing prediction models for predicting a health determinant category contribution in savings generated by a clinical program. In some embodiments, the system obtains healthcare data including (i) historical and financial data corresponding to one or more clinical programs, (ii) demographic, clinical, and behavioral data of one or more patients, and (iii) environmental factors associated with the one or more clinical programs; defines one or more health determinant categories; generates prediction models related to a contribution of one or more constituents of the one or more health determinant categories to savings generated by the one or more clinical programs; generates one or more predictions related to a contribution of the one or more health determinant categories to the savings generated by the one or more clinical programs; and effectuates, via a user interface, presentation of the one or more predictions.
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公开(公告)号：US20200185078A1
公开(公告)日：2020-06-11
申请号：US16608445
申请日：2018-04-24
发明人： Steffen Clarence PAUWS , Daniele DE MASSARI , Nicolaas Gregorius Petrus DEN TEULING , Ioanna SOKORELI , Jarno Mikael RIISTAMA
摘要： The present disclosure pertains to a system for facilitating configuration modifications for a patient interface computer system based on a patient-specific risk alert model. In some embodiments, the system obtains (i) lifestyle information associated with a patient, (ii) disease information associated with the patient, and (iii) one or more physiological measurements of the patient. The system monitors the patient for one or more threshold levels of exacerbation based on a risk alert model, the lifestyle information, the disease information, and the one or more physiological measurements. The system causes a configuration of the patient interface computer system to be modified based on the monitoring for the one or more threshold levels of exacerbation.
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公开(公告)号：US20210118557A1
公开(公告)日：2021-04-22
申请号：US17047482
申请日：2019-04-17
发明人： Steffen Clarence PAUWS , Dieter Maria Alfons VAN DE CRAEN , Daniele DE MASSARI , Christoph Tobias WIRTH
IPC分类号： G16H40/20 , G06N7/00 , G06N20/00 , G16H50/70 , G16H10/60 , G16H50/20 , G06Q10/06 , G06Q40/08 , G06Q10/10
摘要： The present disclosure pertains to a system for providing model-based predictions of beneficiaries receiving out-of-network care. In some embodiments, the system (i) obtains, from one or more databases, a collection of information related to care utilization and expenditures for a plurality of beneficiaries; (ii) extracts, from the collection of information, information related to healthcare services rendered to the beneficiaries within a predetermined time period; (iii) provides the extracted healthcare services information to a machine learning model to train the machine learning model; (iv) obtains characteristics information related to a current beneficiary and a corresponding healthcare provider; and (v) provides, subsequent to the training of the machine learning model, the current patient and corresponding healthcare provider characteristics information to the machine learning model to predict a likelihood of a future healthcare service provided to the current beneficiary to be rendered out-of-network.
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9.发明申请公开(公告)号：US20200312443A1
公开(公告)日：2020-10-01
申请号：US16829432
申请日：2020-03-25
发明人： Daniele DE MASSARI , Steffen Clarence PAUWS , Christoph Tobias WIRTH , Dieter Maria Alfons VAN DE CRAEN
摘要： Example embodiments include a method for managing healthcare services including receiving information selecting an episode of care, identifying a plurality of care pathways for the episode of care, generating a plurality of clusters corresponding to the plurality of care pathways, respectively, and performing a clustering analysis to determine a first care pathway of the plurality of care pathways, and outputting information indicative of the first care pathway. Each of the care pathways corresponds to services from a combination of different healthcare personnel with associated costs, and the first care pathway corresponds to one of the plurality of clusters satisfying a selected outcome measure for a bundled payment reimbursement contract.
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10.发明申请公开(公告)号：US20170337345A1
公开(公告)日：2017-11-23
申请号：US15607967
申请日：2017-05-30
摘要： There is provided a computer-implemented method and apparatus for determining a likelihood of occurrence of a medical event for a subject. A risk profile for the subject is acquired and a plurality of risk profiles for other subjects are obtained from a database. The acquired subject risk profile is compared to the obtained plurality of other subject risk profiles. At least one risk profile is selected from the obtained plurality of other subject risk profiles that most closely matches the acquired subject risk profile. The likelihood of occurrence of a medical event for the subject is determined based on the selected at least one risk profile. A signal indicative of the determined likelihood of occurrence of the medical event for the subject is output.
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