公开(公告)号：US20250166827A1

公开(公告)日：2025-05-22

申请号：US18949548

申请日：2024-11-15

Applicant: GE Precision Healthcare LLC

Inventor： Soumya Ghose ,  Sanghee Cho ,  Fiona Mary Ginty ,  Sriram Boppana ,  SM Shajedul Hasan ,  Erhan Bas ,  Thiruvarul Selvan Senthivel

IPC: G16H50/20 ,  G16H10/60 ,  G16H50/30

Abstract: The described technology is generally directed towards automated and dynamic creation of a recommended treatment for a patient's medical condition. A potential treatment can be generated by application of patient data to a multimodal model representing radiomic data and pathomic data integrated with transcriptomic data. The potential treatment can be applied to a probability model to determine a risk score for the potential treatment. The probability model comprises a collection of treatments and medical conditions, in conjunction with respective measures of success of application of a respective treatment to a respective condition. The multimodal model can comprise a network of nodes and edges, wherein the nodes represent knowledge of a patient condition, medical knowledge/medical research regarding the respective patient conditions, and the like. An output of the multimodal model is one or more recommended treatments for the medical condition.