Invention Grant
- Patent Title: Systems and methods for predicting outcomes using raw data
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Application No.: US16722409Application Date: 2019-12-20
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Publication No.: US11605455B2Publication Date: 2023-03-14
- Inventor: Dattesh Dayanand Shanbhag , Hariharan Ravishankar , Rahul Venkataramani
- Applicant: General Electric Company
- Applicant Address: US NY Schenectady
- Assignee: General Electric Company
- Current Assignee: General Electric Company
- Current Assignee Address: US NY Schenectady
- Agency: Fletcher Yoder P.C.
- Main IPC: G16H30/40
- IPC: G16H30/40 ; G06T7/00 ; G06N3/08 ; G06N20/00 ; G06N5/046

Abstract:
The subject matter discussed herein relates to systems and methods for generating a clinical outcome based on creating a task-specific model associated with processing raw image(s). In one such example, input raw data is acquired using an imaging system, a selection input corresponding to a clinical task is received, and a task-specific model corresponding to the clinical task is retrieved. Using the task-specific model, the raw data is mapped onto an application specific manifold. Based on the mapping of the raw data onto the application specific manifold the clinical outcome is generated, and subsequently providing the clinical outcome for review.
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