Lab profile
About Jameel Clinic
The MIT Jameel Clinic pioneers translational research in clinical AI and AI-driven drug discovery that can be applied across a broad spectrum of real-world scenarios in health, regardless of geography, socioeconomic status, and access to care. The clinic develops trustworthy and ethical AI models, focusing on addressing unmet patient needs with urgency, precision, and transparency.
01 · Research focus
Research areas and highlights
Topics and recent work as stated on the lab’s own site.
- Unified Brain Surface and Volume Registration
- CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
- A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
- When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
- Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
- WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing
- SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
- GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
- Protein FID: improved evaluation of protein structure generative models
- Forecasting left ventricular systolic dysfunction in heart failure with artificial intelligence
- Bridging the gap: aligning clinical decision support regulation with clinical practice in the era of artificial intelligence
- Physical restraint use in a United States intensive care unit—a retrospective cross sectional, single center cohort study from 2008 to 2022
02 · People
Leadership and researchers
People listed on the lab’s team pages, by role.
03 · Research intelligence
Research Intelligence evidence
Publications, grants and clinical trials linked to the lab’s researchers in Health AI Central’s research data.
Publications & preprints
- Toward real-time alignment of 3D CT and 2D X-ray with multi-stage CNNs.Computer assisted surgery (Abingdon, England) · 2026
- Non-Perturbative Bacterial Identification Directly From Solid Agar Plates Using Raman Micro-Spectroscopy and Machine Learning.Small methods · 2026
- From code to cure: Harnessing AI for antibiotic discovery and design.Science translational medicine · 2026
Active NIH grants
- A Label-Free Imaging Platform to Resolve Age- and Lineage-Specific Lipid–Mitochondrial Interactions in the Enteric Nervous SystemSixian You · NIDDK · FY 2026
- PROSPECT - Stem cell modelsÖmer Yilmaz · NCI · FY 2026
- HistologyÖmer Yilmaz · NCI · FY 2026
Clinical-trial records
- Stress and Recovery in Frontline COVID-19 WorkersNCT04713111 · Completed
04 · Updates
Updates and lab news
News and events from the lab’s own site.
- MoML @ MIT 2026NewsOct 14, 2026 · jclinic.mit.edu
- Jameel Clinic Research Affiliate Gabriele Corso Named to MIT Technology Review's 2026 Innovators Under 35AwardSep 8, 2026 · jclinic.mit.edu
- Meet the CEOs, founders, and other leaders on the Globe's annual Tech Power Players listNewsjclinic.mit.edu
- AI tool spots antibiotics that fight drug-resistant gonorrhoeaPublicationjclinic.mit.edu
- Ask an Expert Q&A: Vinith SuriyakumarSpotlight
- Introducing high school students to the future of AI in healthNewsjclinic.mit.edu
- Dina Katabi Named to Forbes 50 Over 50 Innovation ListAward
- Ask an Expert Q&A: Vivek GopalakrishnanSpotlightjclinic.mit.edu
05 · Official presence
Lab sources and channels
The lab’s own pages and accounts.
06 · Related
Related labs and centers
Labs at the same institution and labs working on similar topics.