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Samsung Advanced Institute for Health Sciences and Technology / Samsung Medical Center / Sungkyunkwan University
Released November 19, 2025
Histopathology model that predicts single-cell type composition and reconstructs spatial gene expression from H&E slides, with no molecular assay.
Chonnam National University Medical School / Boston Children's Hospital / Harvard Medical School / Samsung Medical Center / Sungkyunkwan University / Arontier / Geninus
Released September 8, 2025
Peptide-MHC class I binding predictor that scores force-field energy terms from modeled pMHC structures, holding precision on rare HLA alleles.
National Cancer Institute / Australian National University / Sungkyunkwan University / University of Pennsylvania / Cedars-Sinai Medical Center
Released February 28, 2025
Histopathology model predicting gene expression and DNA methylation from H&E slides across 23 cancer types, fusing FFPE and fresh-frozen predictors.
Korea Institute of Science and Technology / KAIST / Seoul National University / Sungkyunkwan University
Released February 13, 2025
Absolute protein folding stability prediction that estimates ΔG by jointly modeling the folded and unfolded ensembles as residue-pair distograms.
Korea Institute of Science and Technology / Seoul National University / Sungkyunkwan University
Released January 15, 2025
Binder motif prediction from receptor structure alone, mapping 14 functional-group types across a protein surface as reusable interaction profiles.
National Cancer Institute / Cedars-Sinai Medical Center / University of Cambridge / The Institute of Cancer Research, London / University of Pennsylvania / University of Sydney / Sungkyunkwan University / University of Maryland, College Park / Medical University of Graz / Tel Aviv University / Hebrew University of Jerusalem
Released October 18, 2024
Spatial transcriptomics prediction from H&E slides, inferring spot-level expression and tumor microenvironment composition in breast cancer.