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Comparative Evaluation of Deep Learning and Foundation Model Embeddings for Osteoarthritis Feature Classification in Knee Radiographs

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Year: 2025
Type: article
Source: Journal of Imaging Informatics in Medicine
DOI: 10.1007/s10278-025-01636-x
Authors: Mohammadreza Chavoshi, Hari Trivedi, Janice Newsome, Aawez Mansuri, Frank Li, Theo Dapamede, Bardia Khosravi, Judy Gichoya
Institutions: Emory University, Mayo Clinic
Language: English

Topic: Artificial Intelligence in Healthcare and Education
Subfield: Health Informatics
Field: Medicine
Domain: Health Sciences
SDG: Good health and well-being

Open Access status: green

Funders: Gordon and Betty Moore Foundation, National Institutes of Health, National Heart, Lung, and Blood Institute, National Institute of Biomedical Imaging and Bioengineering, Common Fund
Awards: G166701879, G1764514577, G2797935254, G3018715022, G4749485581, Developing a Hive Learning and Datathon Supported Course on Imaging and Multimodal Data for Resource-Limited Institutions (CIMDAR-HIVE), G8842961228, G8877264399, Opportunistic Screening for ASCVD using a Multimodal Deep Learning Risk Prediction Model
OpenAlex ID: W4413916654
FWCI: 0.241
Cites: 27
Cited by: 1
Related to: 10
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