Systems and methods for multimodality fusion of medical data sources
WO2025245149A1PCT designated stage Publication Date: 2025-11-27WISCONSIN ALUMNI RES FOUND
Patent Information
- Application Number
- PCT/US2025/030247
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-05-24
- Filing Date
- 2025-05-20
- Publication Date
- 2025-11-27
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Figure US2025030247_27112025_PF_FP_ABST
Abstract
Systems and methods are provided for creating report using the integrated prognostic signature indicating at least one of a diagnosis of the disease or a response of a subject to a treatment. The method may include receiving, by a system comprising a processor, a plurality of datasets from different modalities associated with a disease of a subject and determining, by the processor, a matrix of features for each of the plurality of data modalities. The method may also include integrating, by the processor, the matrix of features through a sequential, hierarchical structure to create an integrated prognostic signature for the subject, creating, by the processor, a report using the integrated prognostic signature indicating at least one of a diagnosis of the disease or a response of the subject to a treatment and displaying, by the system, the report.
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Citation Information
Patent Citations
Systems and methods for deep orthogonal fusion for multimodal prognostic biomarker discovery
EP4239647A1
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