Faisal Mahmood

Harvard Medical School, Broad Institute of Harvard and MIT, Dana-Farber Cancer Institute

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Scientific Discovery & Drug Design (2)Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)

Frequent co-authors

Andrew Zhang (1)Tong Ding (1)Sophia J. Wagner (1)Caiwei Tian (1)

Papers (2)

Apr 20, 2026

MIT CSAILApr 20, 2026·also Dana-Farber Cancer Institute, Harvard

A multimodal and temporal foundation model for virtual patient representations at healthcare system scale

Imagine a medical "Google" where you can search for similar patients using text, images, and medical history, and predict future health risks years in advance – Apollo brings this closer to reality.

Andrew Zhang, Tong Ding, Sophia J. Wagner +10

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data Multimodal Models+1

Feb 15, 2026

Feb 15, 2026·also MIT CSAIL, Cambridge, Dana-Farber Cancer Institute, Institut Polytechnique de Paris +1

Towards Spatial Transcriptomics-driven Pathology Foundation Models

Injecting spatial transcriptomics data into existing pathology foundation models unlocks significant performance gains across a range of downstream tasks, including molecular status prediction and gene-to-image retrieval.

Konstantin Hemker, Andrew H. Song, Cristina Almagro-Pérez +5

Computer Vision Multimodal Models Scientific Discovery & Drug Design

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Faisal Mahmood

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)