Research evidence
Abdul Latif Jameel Clinic for Machine Learning in Health · Massachusetts Institute of Technology
← Back to the lab profilePublications & preprints
Papers by the lab’s listed researchers in Health AI Central’s research database, newest first.
- PubMed ↗
- Deep learning-enabled discovery of antibiotics effective against Neisseria gonorrhoeae.PubMed ↗
Lab researcherJames J. Collins
- FATE-MAP predicts teratogenicity and human gastrulation failure modes by integrating deep learning and mechanistic modeling.PubMed ↗
Lab researcherJames J. Collins
- Generative AI for synthetic biology: Designing biological parts, circuits, and genomes.PubMed ↗
Lab researcherJames J. Collins
- Active learning framework leveraging transcriptomics identifies modulators of disease phenotypes.PubMed ↗
Lab researcherJames J. Collins
- A generative deep learning approach to de novo antibiotic design.PubMed ↗
Lab researchersConnor ColeyJames J. Collins
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- Mitigating antimicrobial resistance by innovative solutions in AI (MARISA): a modified James Lind Alliance analysis.PubMed ↗
Lab researcherJames J. Collins
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- Catalase activity deficiency sensitizes multidrug-resistant Mycobacterium tuberculosis to the ATP synthase inhibitor bedaquiline.PubMed ↗
Lab researcherJames J. Collins
- RNAi Reveals Phase-Specific Global Regulators of Human Somatic Cell Reprogramming.PubMed ↗
Lab researcherJames J. Collins
- Systematic identification of factors for provirus silencing in embryonic stem cells.PubMed ↗
Lab researcherJames J. Collins
NIH grants
Grants where NIH lists a lab researcher as contact principal investigator, one row per project.
Active · 3
- PROSPECT - Stem cell modelsActive
Lab researcherÖmer Yilmaz
- Nanotechnology MaterialsActive
Lab researcherÖmer Yilmaz
- A Label-Free Imaging Platform to Resolve Age- and Lineage-Specific Lipid–Mitochondrial Interactions in the Enteric Nervous SystemActive
Lab researcherSixian You
Ended · 6
- Personalized lesion modification optimizes atherosclerosis interventionEnded
Lab researcherElazer Edelman
- Developing an Objective and Quantifiable Measure of Itch Using Artificial Intelligence and Radio SignalsEnded
Lab researcherDina Katabi
- CRCNS: Resolving human face perception with novel MEG source localization methodsEnded
Lab researcherDimitrios Pantazis
- Informatics and Machine Learning Modules for Research Planning, Scheduling, Simulation, and Optimization in the ASPIRE Autonomous LaboratoryEnded
Lab researcherConnor Coley
- Accelerated discovery of synthetic polymers for ribonucleoprotein delivery through the integration of active learning, machine learning, and polymer scienceEnded
Lab researcherConnor Coley
- Capturing Patient-Provider Encounter through Text Speech and Dialogue ProcessingEnded
Lab researcherPeter Szolovits
Clinical-trial records
Health-AI trials that PubMed links to one of the lab’s papers.