JPWO2020214988A5

JPWO2020214988A5 -

Info

Publication number: JPWO2020214988A5
Application number: JP2021561983A
Authority: JP
Publication date: 2024-04-22

Claims

1. A method for providing a response to a user based on a user query , for use in a collaboration device including a processor, the method comprising:
receiving from the user a query that can be answered in part by reference to past clinical or medical data related to a particular subject ;
identifying at least one weightable intent associated with the query , the at least one weightable intent being provided to or identified by a machine learning module that recognizes the query as sufficiently corresponding to an intent phrase generated by the machine learning module;
identifying at least one data action associated with the at least one intent ;
performing at least one of the identified at least one data action on a first data set contained in the historical clinical information or medical data related to the particular subject to generate a first responsive data set ;
using the first response data set to generate a response ;
and providing said response.

2. The method of claim 1, wherein the collaboration device includes a microphone and a speaker linked to the processor, the query is an audible query received via the microphone, and providing the response includes broadcasting an audible response via the speaker.

10. The method of claim 1, wherein the historical clinical information or medical data related to the particular subject comprises one or more of a genomic biomarker or a treatment.

accessing a molecular report for said particular subject;
The first data set included in the historical clinical or medical data related to the specific subject includes molecular report information of the specific subject.
The method of claim 1.

The step of identifying at least one weightable intent comprises:
weighting medical condition-related intents higher than other possible intents;
identifying a plurality of possible intents;
determining whether any of the possible intents are medical condition-related intents;
Enabling a weight of the at least one weightable intent;
The method of claim 1 , further comprising:

The step of identifying at least one weightable intent includes at least one eligible entity, the method further comprising:
identifying at least one parameter value associated with an entity in the query that corresponds to the at least one eligible entity;
the at least one data action is associated with the at least one eligible entity;
The method of claim 1.

The at least one data operation comprises at least one first operation, the historical clinical or medical data relating to the particular subject comprises genomic biomarkers, and the method further comprises:
identifying at least one second action associated with the genomic biomarker;
performing at least one of the identified at least one data operation on the first data set included in the historical clinical information or medical data related to the particular subject included in the genomic biomarkers;
The method of claim 6.

10. The method of claim 1, further comprising performing at least one of the at least one data operation on a dataset comprising genomic variant or molecular report information for a plurality of subjects.

The method of claim 1 , wherein the query is answerable in part by reference to a treatment order, a standard of care, or a clinical trial.

2. The method of claim 1, wherein the first response dataset relates to one or more of a testing method, a testing requirement, or a testing result, and optionally to a mutation test or an antibody-based test.

13. The method of claim 1, further comprising the step of notifying the user at a future time that the subject has newly become eligible for one or more services, optionally the one or more services comprising a cancer board, a clinical trial, a diagnostic test, a treatment, or a drug.

generating one or more documents related to the subject matter, the one or more documents comprising one or more of a structured note from a plurality of structured note types, a transcription, a record of the subject matter, a billing slip, or a schedule appointment;
identifying at least one second intent for generating the one or more documents, the at least one second intent being either included in a request from the user or inferred from an input from the user;
The method of claim 1 , further comprising:

the collaboration device is in communication with one or more electronic document abstraction services, and the method comprises:
and in response to a request from the user, identifying electronic documents associated with the request and providing summaries of some or all of the identified electronic documents.
The method of claim 1.

A system for providing a response to a user based on a user query, the system comprising a server including a processor configured to perform the method of any one of claims 1 to 13.

A computer readable medium comprising instructions which, when executed by a processor, cause a computer system to perform the method of any one of claims 1 to 13.