| CPC G16B 50/00 (2019.02) [G06F 16/245 (2019.01); G06F 16/9024 (2019.01); G16B 50/30 (2019.02); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01); G16H 70/60 (2018.01); G16H 80/00 (2018.01); G16H 15/00 (2018.01)] | 19 Claims |
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1. A method of identifying patient-specific treatment based on genomic information, comprising:
receiving, by one or more processors, a plurality of genomic alterations;
generating a plurality of genomic alteration groups by grouping the plurality of genomic alterations based on functional similarities of the plurality of genomic alterations;
receiving, by the one or more processors, a plurality of disease subtypes;
generating a plurality of disease ontology groups by grouping the plurality of disease subtypes based on functional similarities of the plurality of disease subtypes;
receiving, by the one or more processors, data representing a genomic alteration and a disease phenotype associated with a patient;
generating, based on the data representing the genomic alteration and the disease phenotype associated with the patient, a tuple data structure comprising two elements connected by a relation;
adding the tuple data structure to a data model comprising a plurality of tuples, wherein the data model comprises a learning model configured to be improved over time;
determining if there is another patient having the same genomic alteration and the same disease phenotype associated with the patient;
if there is no patient having the genomic alteration and the same disease phenotype associated with the patient:
automatically identifying from the generated plurality of genomic alteration groups, by the one or more processors, a pre-defined genomic alteration group comprising the genomic alteration;
automatically identifying from the generated plurality of disease ontology groups, by the one or more processors, a pre-defined disease ontology group comprising the disease phenotype;
automatically identifying, by the one or more processors, a plurality of similar patients based on the pre-defined genomic alteration group and the pre-defined disease ontology group;
displaying, on a display, a selectable data structure corresponding to the genomic alteration, wherein the data structure comprises information related to one or more physicians that provided treatment to the plurality of similar patients;
receiving a user selection of the data structure; and
responsive to receiving the user selection,
providing a user control for sending a request to one of the one or more physicians, and
identifying a patient-specific treatment for the patient based on the plurality of similar patients.
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