公开(公告)号：US20250022603A1

公开(公告)日：2025-01-16

申请号：US18523799

申请日：2023-11-29

Applicant: EISAI R&D MANAGEMENT CO., LTD.

Inventor： Viswanath DEVANARAYAN ,  Shobha DHADDA ,  Michael IRIZARRY

IPC: G16H50/30 ,  G06N20/00 ,  G16B20/00 ,  G16B25/10

Abstract: A platform is disclosed for the training and deployment of statistical or machine-learning models for predicting the progression of cognitive impairment or brain amyloid status. The statistical or machine-learning models can be trained to predict the progression of cognitive impairment or brain amyloid status using baseline image data, biomarker data, genomic data, demographic data, cognitive data, or the like. The platform can be configured to obtain training data, train the statistical or machine-learning models, and support using the trained statistical or machine-learning models to respond to prediction requests.