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公开(公告)号：US20210391083A1
公开(公告)日：2021-12-16
申请号：US17463432
申请日：2021-08-31
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Greg Elliott , Amanda Withrow , Shishir Dash
Abstract: A method and system for digitally providing healthcare to a patient, the method including receiving a log of use dataset associated with patient digital communication behavior at a mobile computing device, wherein the first log of use dataset corresponds to a time period; receiving a supplementary dataset corresponding to the time period; receiving a survey response dataset from the patient, the survey response dataset corresponding to the time period; receiving a care provider dataset in association with the time period; selecting a therapeutic intervention from a set of therapeutic interventions, based on processing with at least one of the first log of use dataset, the supplementary dataset, the survey response dataset, and the care provider dataset; generating a dynamic care plan modifiable over a time period; promoting the therapeutic intervention according to the dynamic care plan.
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公开(公告)号：US11200984B2
公开(公告)日：2021-12-14
申请号：US16056893
申请日：2018-08-07
Applicant: Ginger.io, Inc.
Inventor： Anmol Madan , Sai Moturu , Karim Wahba , Shishir Dash , Gourab De
Abstract: A method and system for modeling behavior and a psychotic disorder-related state of a patient, the method comprising: receiving a log of use dataset associated with communication behavior of the patient during a time period; receiving a supplementary dataset characterizing mobility-behavior of the patient during the time period; generating a predictive model based upon a passive dataset derived from the log of use dataset and the supplementary dataset; transforming at least one of the passive dataset and an output of the predictive model into an analysis of a psychotic episode-risk state of the individual associated with at least a portion of the time period; and upon detection that parameters of the psychotic episode-risk state satisfy at least one threshold condition, automatically initiating provision of a therapeutic intervention for the individual by way of at least one of the computing system and the mobile communication device.
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公开(公告)号：US11195625B2
公开(公告)日：2021-12-07
申请号：US16056984
申请日：2018-08-07
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Shishir Dash , Karim Wahba , Gourab De
Abstract: A method and system for modeling behavior and depression state of an individual, the method comprising: receiving a log of use dataset associated with communication behavior of the individual during a time period; receiving a supplementary dataset characterizing activity of the individual during the time period; receiving a survey dataset including responses, to at least one of a set of depression-assessment surveys, associated with a set of time points of the time period; generating a predictive analysis of a depression-risk state of the individual associated with at least a portion of the time period, from at least one of the log of use dataset, the supplementary dataset, and the survey dataset; and generating an alert upon detection that a set of parameters from the predictive analysis of the depression-risk state satisfy a threshold condition.
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公开(公告)号：US10748645B2
公开(公告)日：2020-08-18
申请号：US15069163
申请日：2016-03-14
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Shishir Dash , Karim Wahba
Abstract: A method and system for providing patient indications to an entity, the method comprising: for each of a set of patients: by way of an application executing at a mobile computing device, accessing a sensor system and a log of use of a communication application executing on the mobile computing device; receiving a survey response dataset; generating a behavioral dataset, derived from the sensor system and the log of use; generating a predictive model derived from at least one of the survey response dataset and the behavioral dataset; generating comparisons of outputs of blocks of the method to threshold conditions; producing a set of indications corresponding to the set of patients, derived from generation of, for each of the set of patients, an indication in response to the comparisons; and transmitting a portion of the set of indications to the entity according to a resource constraint of the entity.
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公开(公告)号：US20190228845A1
公开(公告)日：2019-07-25
申请号：US16298872
申请日：2019-03-11
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Karan Singh , Abhishek Nath , Amanda Withrow , Aditya Sharma
Abstract: A method and system for providing therapy to an individual, the method comprising: transmitting a log of use dataset associated with communication behavior of the individual during a time period; receiving a supplementary dataset characterizing mobility of the individual in association with the time period; generating a survey dataset upon retrieving responses provided by the individual to at least one of a set of surveys, associated with a set of time points of the time period; generating a predictive model from a passive dataset derived from the log of use dataset and the supplementary dataset and the survey dataset; generating a report summarizing a mental health state of the individual, associated with at least a portion of the time period, from the passive dataset, the survey dataset, and an output of the predictive model; and rendering information from the report to a coach associated with the individual.
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Patent Agency Ranking
公开(公告)号：US20160140320A1
公开(公告)日：2016-05-19
申请号：US15005923
申请日：2016-01-25
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Karan Singh , Abhishek Nath , Amanda Withrow , Aditya Sharma
CPC classification number: G16H10/20 , G06F19/00 , G06F19/3418 , G06F19/3481 , G09B7/06 , G16H15/00 , G16H50/20 , G16H50/30 , G16H50/70
Abstract: A method and system for providing therapy to an individual, the method comprising: transmitting a log of use dataset associated with communication behavior of the individual during a time period; receiving a supplementary dataset characterizing mobility of the individual in association with the time period; generating a survey dataset upon retrieving responses provided by the individual to at least one of a set of surveys, associated with a set of time points of the time period; generating a predictive model from a passive dataset derived from the log of use dataset and the supplementary dataset and the survey dataset; generating a report summarizing a mental health state of the individual, associated with at least a portion of the time period, from the passive dataset, the survey dataset, and an output of the predictive model; and rendering information from the report to a coach associated with the individual.
Abstract translation: 一种用于向个体提供治疗的方法和系统，所述方法包括：在一段时间内发送与个体的通信行为相关联的使用数据集的日志; 与时间段相关联地接收表征个人的移动性的补充数据集; 在将所述个人提供的响应提供给与所述时间段的一组时间点相关联的一组调查中的至少一个时产生调查数据集; 从使用数据集和补充数据集和调查数据集的日志导出的被动数据集生成预测模型; 从被动数据集，调查数据集和预测模型的输出生成总结与至少一部分时间段相关联的个体的心理健康状况的报告; 并将报告中的信息提供给与个人相关的教练。
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公开(公告)号：US20140052475A1
公开(公告)日：2014-02-20
申请号：US13969349
申请日：2013-08-16
Applicant: Ginger.io, Inc.
Inventor： Anmol Madan , Sai Moturu , Mickey Brandis
IPC: G06F19/00
CPC classification number: G16H50/50 , G06F19/00 , G06F19/3418 , G06F19/3456 , G16H10/20 , G16H20/10 , G16H40/63 , G16H40/67
Abstract: One method for supporting a patient through a treatment regimen includes: accessing a log of use of a native communication application executing on a mobile computing device by a patient; selecting a subgroup of a patient population based on the log of use of the native communication application and a communication behavior common to the subgroup; retrieving a regimen adherence model associated with the subgroup, the regimen adherence model defining a correlation between treatment regimen adherence and communication behavior for patients within the subgroup; predicting patient adherence to the treatment regimen based on the log of use of the native communication application and the regimen adherence model; and presenting a treatment-related notification based on the patient adherence through the mobile computing device.
Abstract translation: 通过治疗方案支持患者的一种方法包括：访问由患者在移动计算设备上执行的本机通信应用的使用日志; 基于本地通信应用的使用日志和该子组共同的通信行为来选择患者群体的子组; 检索与亚组相关的方案依从性模型，方案依从性模型定义治疗方案依从性和亚组患者的沟通行为之间的相关性; 基于本地通信应用的使用日志和方案依从性模型预测患者对治疗方案的依从性; 以及基于通过移动计算设备的患者依从性呈现治疗相关通知。
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公开(公告)号：US10650920B2
公开(公告)日：2020-05-12
申请号：US15587599
申请日：2017-05-05
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan
Abstract: Embodiments of a method and system for improving care determination for care providers in relation to a condition of a user associated with a mobile device can include: collecting a log of use dataset associated with user digital communication behavior at the mobile device; collecting a mobility supplementary dataset corresponding to a mobility-related sensor of the mobile device; determining a medical status analysis for a condition of the user based on at least one of the log of use dataset and the mobility supplementary dataset, the medical status analysis including at least one of a diagnosis and a therapeutic intervention associated with the condition; and promoting the at least one of the diagnosis and the therapeutic intervention to a care provider.
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公开(公告)号：US10269448B2
公开(公告)日：2019-04-23
申请号：US15817190
申请日：2017-11-18
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Shishir Dash , Karim Wahba
Abstract: A method and system for providing patient indications to an entity, the method comprising: for each of a set of patients: by way of an application executing at a mobile computing device, accessing a sensor system and a log of use of a communication application executing on the mobile computing device; receiving a survey response dataset; generating a behavioral dataset, derived from the sensor system and the log of use; generating a predictive model derived from at least one of the survey response dataset and the behavioral dataset; generating comparisons of outputs of blocks of the method to threshold conditions; producing a set of indications corresponding to the set of patients, derived from generation of, for each of the set of patients, an indication in response to the comparisons; and transmitting a portion of the set of indications to the entity according to a resource constraint of the entity.
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公开(公告)号：US20180342326A1
公开(公告)日：2018-11-29
申请号：US16056984
申请日：2018-08-07
Applicant: Ginger.io, Inc.
Inventor： Sai Moturu , Anmol Madan , Shishir Dash , Karim Wahba , Gourab De
Abstract: A method and system for modeling behavior and depression state of an individual, the method comprising: receiving a log of use dataset associated with communication behavior of the individual during a time period; receiving a supplementary dataset characterizing activity of the individual during the time period; receiving a survey dataset including responses, to at least one of a set of depression-assessment surveys, associated with a set of time points of the time period; generating a predictive analysis of a depression-risk state of the individual associated with at least a portion of the time period, from at least one of the log of use dataset, the supplementary dataset, and the survey dataset; and generating an alert upon detection that a set of parameters from the predictive analysis of the depression-risk state satisfy a threshold condition.
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