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公开(公告)号：US20220172845A1
公开(公告)日：2022-06-02
申请号：US17676053
申请日：2022-02-18
发明人： Guangquan Su , Meredith Ann Barrett , Olivier Humblet , Chris Hogg , John David Van Sickle , Kelly Anne Henderson , Gregory F. Tracy
摘要： An application server predicts respiratory disease risk, rescue medication usage, exacerbation, and healthcare utilization using trained predictive models. The application server includes model modules and submodel modules, which communicate with a database server, data sources, and client devices. The submodel modules train submodels by determining submodel coefficients based on training data from the database server. The submodel modules further determine statistical analysis data and estimates for medication usage events, healthcare utilization, and other related events. The model modules combine submodels to predict respiratory disease risk, exacerbation, rescue medication usage, healthcare utilization, and other related information. Model outputs are provided to users, including patients, providers, healthcare companies, electronic health record systems, real estate companies and other interested parties.
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公开(公告)号：US20210316089A1
公开(公告)日：2021-10-14
申请号：US17357824
申请日：2021-06-24
发明人： Samuel A. Koblenski , Gregory F. Tracy , David Hubanks , Amber Michelle Markey , Benjamin J. Kopp , Justin Conrad Krosschell , Leah J. Morrell
摘要： A medicament device sensor (Sensor) comprises a body, a front wall, a back wall, an audio sensor, and a plurality of pressure sensors. The body includes a bottom surface on which the various sensors are coupled. The front wall and the back wall provide mirror symmetry in at most one plane, thereby defining a single orientation in which the Sensor attaches to the medicament device. The front wall includes a securement clip that attaches to a ledge on the medicament device. To detect secure attachment of the Sensor to the medicament device, one pressure sensor detects pressure when the Sensor is secured to the medicament device. Another one or more pressure sensors detect depression of one or more dosing buttons confirming priming of the medicament device. The audio sensor detects an inhalation confirming dispensing of medicament. In effect, the Sensor determines a dispensing event has occurred.
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公开(公告)号：USD861157S1
公开(公告)日：2019-09-24
申请号：US29616146
申请日：2017-09-01
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公开(公告)号：US20160314256A1
公开(公告)日：2016-10-27
申请号：US15136667
申请日：2016-04-22
发明人： Guangquan Su , Meredith Ann Barrett , Olivier Humblet , Chris Hogg , John David Van Sickle , Kelly Anne Henderson , Gregory F. Tracy
摘要： An application server predicts respiratory disease risk, rescue medication usage, exacerbation, and healthcare utilization using trained predictive models. The application server includes model modules and submodel modules, which communicate with a database server, data sources, and client devices. The submodel modules train submodels by determining submodel coefficients based on training data from the database server. The submodel modules further determine statistical analysis data and estimates for medication usage events, healthcare utilization, and other related events. The model modules combine submodels to predict respiratory disease risk, exacerbation, rescue medication usage, healthcare utilization, and other related information. Model outputs are provided to users, including patients, providers, healthcare companies, electronic health record systems, real estate companies and other interested parties.
摘要翻译： 应用服务器使用训练有素的预测模型预测呼吸系统疾病风险，抢救药物使用情况，恶化和医疗保健利用。 应用服务器包括与数据库服务器，数据源和客户端设备通信的模型模块和子模块模块。 子模块模块通过基于来自数据库服务器的训练数据确定子模型系数来训练子模型。 子模型模块进一步确定用于药物使用事件，医疗保健利用和其他相关事件的统计分析数据和估计。 模型模块结合子模型预测呼吸系统疾病风险，恶化，救援药物使用，医疗保健利用等相关信息。 向用户提供模型输出，包括患者，提供者，医疗保健公司，电子健康记录系统，房地产公司和其他有关方面。
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公开(公告)号：US20220415502A1
公开(公告)日：2022-12-29
申请号：US17901781
申请日：2022-09-01
发明人： Samuel A. Koblenski , Benjamin J. Kopp , Justin Conrad Krosschell , John David Van Sickle , Gregory F. Tracy
IPC分类号： G16H40/67 , H04W76/14 , H04W4/80 , G06F8/65 , H04L43/10 , H04L67/00 , G16H40/63 , G16H40/40 , G16H20/13
摘要： This present disclosure describes a computer-implemented method for updating a plurality of parameters on a medical inhaler sensor via a wireless connection by a client device. The client device stores the plurality of parameters for the medical inhaler sensor on the client device. The client device updates one or more parameters of the plurality of parameters on the client device. The client device receives a plurality of periodic chirps from the medical inhaler sensor, and can establish the wireless connection with the medical inhaler sensor in response to having received a chirp. Through the wireless connection, the client device transmits the updated one or more parameters of the plurality of parameters to the medical inhaler sensor.
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公开(公告)号：US20210272685A1
公开(公告)日：2021-09-02
申请号：US17177099
申请日：2021-02-16
发明人： Chris Hogg , Gregory F. Tracy , John David Van Sickle , Jason Grosz , Jeffrey J. Alexander , Chase Acton , Mike Lohmeier , John Kalmi , Dmitry Stupakov
摘要： A system and method for providing chronic obstructive pulmonary disease (COPD) exacerbation risk notifications in real time or near-real time is described. Rescue and controller medication events are detected by sensors associated with the patient's medicament device/s, and provide a basis to determine to rescue and controller medication use trends for the patient. This data is analyzed to determine the patient's risk for COPD exacerbation after each event, and is used to send notifications to one or both of the patient and their health care provider.
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公开(公告)号：US20200258613A1
公开(公告)日：2020-08-13
申请号：US16833480
申请日：2020-03-27
发明人： Christopher Hogg , Gregory F. Tracy , John David Van Sickle , Dmitry Stupakov , Ki Hong Han , Mike Lohmeier , John Kalmi , Leah Morrell , Charles Clayton Donaldson
摘要： Systems and methods for monitoring accurate, real-time medicament device events, performing analytics on that data, and providing notifications are described. In various embodiments, an application server receives controller medication events, analyzes the events, associated event times, and controller medication dosage plans to characterize event times and send notifications for future doses. The controller medication dosage plan may specify a dose time for a planned dose, a narrow time window comprising the dose time, and an expanded time window comprising the narrow time window and longer in duration than the narrow time window, and the events may be characterized based on their time relative to the dose time, the time windows, and other events.
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公开(公告)号：US20190272910A1
公开(公告)日：2019-09-05
申请号：US16292303
申请日：2019-03-04
发明人： Christopher Hogg , Gregory F. Tracy , John David Van Sickle , Dmitry Stupakov , Ki Hong Han , Mike Lohmeier , John Kalmi , Leah Morrell , Charles Clayton Donaldson
摘要： Systems and methods for monitoring accurate, real-time medicament device events, performing analytics on that data, and providing notifications are described. In various embodiments, an application server receives controller medication events, analyzes the events, associated event times, and controller medication dosage plans to characterize event times and send notifications for future doses. The controller medication dosage plan may specify a dose time for a planned dose, a narrow time window comprising the dose time, and an expanded time window comprising the narrow time window and longer in duration than the narrow time window, and the events may be characterized based on their time relative to the dose time, the time windows, and other events.
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9.发明公开公开(公告)号：US20240145099A1
公开(公告)日：2024-05-02
申请号：US18497899
申请日：2023-10-30
发明人： Meredith A. Barrett , Michael J. Tuffli , Michael Lohmeier , Robert Austin Lee , Christopher Hogg , John David Van Sickle , Gregory F. Tracy , Nicholas John Hirons
摘要： A respiratory disease analytics system provides respiratory disease risk reports to a patient, provider, or third-party entity describing a patient's risk of experiencing a medication usage event given data in a geographic region. Regional data, including air pollutant conditions, weather conditions, demographic information, built environment factors, and regional health conditions for a geographic region are accessed from other sources and assigned based on event data recorded during a medicament usage event, as collected by sensors associated with the patient's medicament device/s. The regional data is assigned to medicament usage events occurring within a period of time. The assigned regional data is analyzed to determine an expected number of medication usage events for the geographic region occurring over the period of time.
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公开(公告)号：US11462323B2
公开(公告)日：2022-10-04
申请号：US17043586
申请日：2019-03-28
发明人： Samuel A. Koblenski , Benjamin J. Kopp , Justin Conrad Krosschell , John David Van Sickle , Gregory F. Tracy
IPC分类号： G16H40/67 , H04W76/14 , H04W4/80 , G06F8/65 , H04L43/10 , H04L67/00 , G16H40/63 , G16H40/40 , G16H20/13
摘要： This present disclosure describes a computer-implemented method for updating a plurality of parameters on a medical inhaler sensor via a wireless connection by a client device. The client device stores the plurality of parameters for the medical inhaler sensor on the client device. The client device updates one or more parameters of the plurality of parameters on the client device. The client device receives a plurality of periodic chirps from the medical inhaler sensor, and can establish the wireless connection with the medical inhaler sensor in in response to having received a chirp. Through the wireless connection, the client device transmits the updated one or more parameters of the plurality of parameters to the medical inhaler sensor.
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