AI-DRIVEN CARE PLANNING USING SINGLE-SUBJECT MULTI-MODAL INFORMATION

A system and method include determination of multi-modal data associated with a subject, the multi-modal data including image data of the subject, input of the multi-modal data to a first trained clustering model to determine a cluster for the subject, determination of a proposed treatment for the s...

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Main Author Chebrolu, Venkata Veerendranadh
Format Patent
LanguageEnglish
Published 17.08.2023
Subjects
CALCULATING
COMPUTING
COUNTING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Abstract A system and method include determination of multi-modal data associated with a subject, the multi-modal data including image data of the subject, input of the multi-modal data to a first trained clustering model to determine a cluster for the subject, determination of a proposed treatment for the subject, and input of the multi-modal data, the cluster and the treatment to a second trained model, where the second trained model outputs a probability associated with a treatment outcome in response to the input multi-modal data, cluster and treatment.
AbstractList A system and method include determination of multi-modal data associated with a subject, the multi-modal data including image data of the subject, input of the multi-modal data to a first trained clustering model to determine a cluster for the subject, determination of a proposed treatment for the subject, and input of the multi-modal data, the cluster and the treatment to a second trained model, where the second trained model outputs a probability associated with a treatment outcome in response to the input multi-modal data, cluster and treatment.
Author Chebrolu, Venkata Veerendranadh
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Snippet A system and method include determination of multi-modal data associated with a subject, the multi-modal data including image data of the subject, input of the...
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SubjectTerms CALCULATING
COMPUTING
COUNTING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
Title AI-DRIVEN CARE PLANNING USING SINGLE-SUBJECT MULTI-MODAL INFORMATION
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