Multimodal Contrastive Supervised Learning to Classify Clinical Significance MRI Regions on Prostate Cancer. - Yesid Gutiérrez; John Arevalo; Fabio Martánez (EMBC, 2022)

A Spatio-Temporal Hypomimic Deep Descriptor to Discriminate Parkinsonian Patients. - Brayan Valenzuela; John Arevalo; William Contreras; Fabio Martínez (EMBC, 2022)

MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction. - John Arevalo; Ellen Su; Anne E. Carpenter; Shantanu Singh (NeurIPS, 2024)

A contrastive weakly supervised learning to characterize malignant prostate lesions in BP-MRI. - Yesid Gutiérrez; John Arevalo; Fabio Martínez (Biomed. Signal Process. Control., 2024)

MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction. - John Arevalo; Ellen Su; Anne E. Carpenter; Shantanu Singh (CoRR, 2024)

Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning. - Robert van Dijk; John Arevalo; Mehrtash Babadi; Anne E. Carpenter; Shantanu Singh (PLoS Comput. Biol., 2024)

Learning Molecular Representation in a Cell. - Gang Liu 025; Srijit Seal; John Arevalo; Zhenwen Liang; Anne E. Carpenter; Meng Jiang 001; Shantanu Singh (ICLR, 2025)