Work

Accessible cartilage tumor malignancy prediction via vision-language foundation model adaptation

Year: 2026

Type: article

Source: Skeletal Radiology

DOI: 10.1007/s00256-026-05131-4

Authors: Xingxin He, Zachary E. Stewart, Marcos R. Gonzalez, Yin P. Hung, Tara Shirin Ossiani, Yung Hsin Chen, Joseph Oliver Werenski, Ronald W. Mercer, Zhaoye Zhou, Kendall Brown, Santiago A. Lozano-Calderon, Fang Liu

Institutions: Harvard University, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging

Language: English

Topic: Bone Tumor Diagnosis and Treatments

Subfield: Rheumatology

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institute of Biomedical Imaging and Bioengineering

Awards: Ultra-Fast High-Resolution Multi-Parametric MRI for Characterizing Cartilage Extracellular Matrix, G4695054747, Deep Learning Technology for Rapid Morphological and Quantitative Imaging of Knee Pathology, Rapid Three-dimensional Simultaneous Knee Multi-Relaxation Mapping

OpenAlex ID: W7124581932

FWCI:

Cites: 25

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