公开(公告)号：US20210391086A1

公开(公告)日：2021-12-16

申请号：US16897981

申请日：2020-06-10

Applicant: X Development LLC

Inventor： Vladimir Miskovic ,  Katherine Elise Link ,  Nina Thigpen ,  Mustafa Ispir ,  Garrett Raymond Honke ,  Pramod Gupta

IPC: G16H50/70 ,  G16H10/20 ,  G16H50/20 ,  G16H10/60 ,  G16H70/60 ,  G16H15/00 ,  G06F16/901 ,  A61B5/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for obtaining psychological data, generating a psychopathological analysis data structure (PADS), applying a latent factor analysis algorithm to the PADS to obtain a psychopathological latent factor space (PLFS), generating a latent factor graph, and outputting the latent factor graph.

公开(公告)号：US11495333B2

公开(公告)日：2022-11-08

申请号：US16902422

申请日：2020-06-16

Applicant: X Development LLC

Inventor： Sarah Ann Laszlo ,  Nina Thigpen ,  Katherine Elise Link ,  Vladimir Miskovic

IPC: G06F16/20 ,  G16H10/20 ,  G06F16/28 ,  G16H50/70 ,  G16H10/60 ,  G06F40/30 ,  G16H50/20 ,  G06Q10/10

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a plurality of answers to a first set of questions. The actions include generating an adjacency matrix based on the question-answer pairs. The actions include determining a network graph that includes question nodes and edges. The actions include identifying one or more clusters of question nodes by applying a community detection algorithm on the network graph. The actions include determining, for each cluster, i) a cluster centrality and ii) a cluster magnitude. The actions include ranking the clusters based on the cluster centralities and the cluster magnitudes of the one or more clusters. The actions include selecting a second set of questions for the user. And, the actions include causing the questions from the second set of questions to be presented to the user.

公开(公告)号：US20210391039A1

公开(公告)日：2021-12-16

申请号：US16902422

申请日：2020-06-16

Applicant: X Development LLC

Inventor： Sarah Ann Laszlo ,  Nina Thigpen ,  Katherine Elise Link ,  Vladimir Miskovic

IPC: G16H10/20 ,  G06F16/28 ,  G16H50/70 ,  G16H50/20 ,  G16H10/60 ,  G06F40/30

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a plurality of answers to a first set of questions. The actions include generating an adjacency matrix based on the question-answer pairs. The actions include determining a network graph that includes question nodes and edges. The actions include identifying one or more clusters of question nodes by applying a community detection algorithm on the network graph. The actions include determining, for each cluster, i) a cluster centrality and ii) a cluster magnitude. The actions include ranking the clusters based on the cluster centralities and the cluster magnitudes of the one or more clusters. The actions include selecting a second set of questions for the user. And, the actions include causing the questions from the second set of questions to be presented to the user.

公开(公告)号：US20220068476A1

公开(公告)日：2022-03-03

申请号：US17007193

申请日：2020-08-31

Applicant: X Development LLC

Inventor： Katherine Elise Link ,  Vladimir Miskovic ,  Nina Thigpen ,  Mustafa Ispir ,  Garrett Raymond Honke ,  Pramod Gupta

IPC: G16H50/20 ,  G06N3/08 ,  G06N7/00

Abstract: Systems and processes described herein can expand a limited data set of EEG trials into a larger data set by resampling subsets of EEG trial data. Implementations may employ one or more of a variety of different resampling techniques. For example, a subset of the available training data is selected to form a new set of training data. The subset can be selected using replacement (e.g., a sample can be selected more than once, and thus represented multiple times in the new set of training data). Alternatively the subset can be selected without using replacement (e.g., each sample is able to be selected only once, and thus represented a maximum of one time in the new set of training data).

公开(公告)号：US20210383936A1

公开(公告)日：2021-12-09

申请号：US16891757

申请日：2020-06-03

Applicant: X Development LLC

Inventor： Vladimir Miskovic ,  Katherine Elise Link ,  Mustafa Ispir ,  Pramod Gupta

IPC: G16H70/60 ,  G16H20/70 ,  G16H10/20 ,  G16H40/63 ,  G16H20/30 ,  G06F17/18 ,  G06F16/28 ,  G06N3/04 ,  A61B5/00

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving physiological data of a patient, obtaining ecological momentary assessment (EMA) data by sending an EMA data prompt, and receiving patient input responsive to the EMA data prompt; and generating, based on the EMA data and the physiological data, a graphical representation of the patient's idiomatic psychopathology symptom network as a symptom network graph.