Andrew Song, PHD
Department of Translational Molecular Pathology, Division of Pathology-Lab Medicine Div
Present Title & Affiliation
Primary Appointment
Assistant Professor, Department of Translational Molecular Path, Division of Pathology-Lab Medicine Div, The University of Texas MD Anderson Cancer Center, Houston, Texas
Education & Training
Degree-Granting Education
| 2022 | MIT, Electrical Engineering and Computer Science, Ph.D |
| 2016 | MIT, Electrical Engineering and Computer Science, M.Eng |
| 2016 | MIT, Electrical Engineering and Computer Science, B.S |
Postgraduate Training
| 2022-2026 | Postdoctoral research fellow, Brigham and Women's Hospital, Boston, Massachusetts |
Selected Publications
Peer-Reviewed Articles
- Shao D, Runevic J, Chen RJ, Williamson DF, Kim A, Song AH, Mahmood F. Mixture of Mini Experts: Overcoming the Linear Layer Bottleneck in Multiple Instance Learning. ICLR, 2026. e-Pub 2026.
- Ding T, Wagner SJ, Song AH, Chen RJ, Lu MY, Zhang A, Vaidya AJ, Jaume G, Shaban M, Kim A, Williamson DF, Chen B, Almagro-Perez C, Doucet P, Sahai S, Chen C, Komura D, Kawabe A, Ishikawa S, Gerber G, Peng T, Le LP, Mahmood F. Multimodal Whole Slide Foundation Model for Pathology. Nature Medicine, 2025. e-Pub 2025.
- Jaume G, Doucet P, Song A, Lu MY, Pérez CA, Wagner S, Vaidya A, Chen R, Williamson D, Kim A, Mahmood F. Hest-1k: A dataset for spatial transcriptomics and histology image analysis. NeurIPS, 2024. e-Pub 2024.
- Song AH, Chen RJ, Jaume G, Vaidya AJ, Baras A, Mahmood F. Multimodal Prototyping for cancer survival prediction. ICML, 2024. e-Pub 2024.
- Song AH, Chen RJ, Ding T, Williamson DF, Jaume G, Mahmood F. Morphological prototyping for unsupervised slide representation learning in computational pathology. CVPR, 2024. e-Pub 2024.
- Song AH, Williams M, Williamson DF, Chow SS, Jaume G, Gao G, Zhang A, Chen B, Baras AS, Serafin R, Colling R, Downes MR, Farré X, Humphrey P, Verrill C, True LD, Parwani AV, Liu JT, Mahmood F. Analysis of 3D pathology samples using weakly supervised AI. Cell 187(10), 2024. e-Pub 2024.
- Vaidya A, Chen RJ, Williamson DF, Song AH, Jaume G, Yang Y, Hartvigsen T, Dyer EC, Lu MY, Lipkova J, Shaban M, Chen TY, Mahmood F. Demographic bias in misdiagnosis by computational pathology models. Nature Medicine, 2024. e-Pub 2024.
- Chen RJ, Ding T, Lu MY, Williamson DF, Jaume G, Song AH, Chen B, Zhang A, Shao D, Shaban M, Williams M, Oldenburg L, Weishaupt LL, Wang JJ, Vaidya A, Le LP, Gerber G, Sahai S, Williams W, Mahmood F. Towards a general-purpose foundation model for computational pathology. Nature Medicine, 2024. e-Pub 2024.
Review Articles
- Song AH, Jaume G, Williamson DF, Lu MY, Vaidya A, Miller TR, Mahmood F. Artificial intelligence for digital and computational pathology. Nature Reviews Bioengineering, 2023. e-Pub 2023.
Patient Reviews
CV information above last modified May 18, 2026