Isaac S. Kohane

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Guideline Machines

  NEJM AI · 2026-06-11

• Rare Germline Variants in Immune and Drug Target Genes Among Cancer Exceptional Responders

  medRxiv · 2026-05-19

• CLINES: Clinical LLM-based Information Extraction and Structuring Agent

  medRxiv · 2025-12-02 · 1 citations

• Accelerating Science with Human+AI Review

  NEJM AI · 2025-11-26 · 10 citations

• The missing value of medical artificial intelligence

  Nature Medicine · 2025-11-25 · 3 citations

• Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression.

  UNC Libraries · 2025-10-17

• A global log for medical AIPreprint

  arXiv (Cornell University) · 2025-10-05

• A standards-based approach to digital health research: implementing the people heart study

  Journal of the American Medical Informatics Association · 2025-09-17 · 2 citations

• Heterogeneous Effect of Automated Alerts on MortalityPreprint

  medRxiv · 2025-08-12

• Joint, multifaceted genomic analysis enables diagnosis of diverse, ultra-rare monogenic presentations

  Nature Communications · 2025-08-06 · 4 citations

• Construction of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data

  Schizophrenia Research · 2025-07-07

• Label efficient phenotyping for Long COVID using electronic health records

  npj Digital Medicine · 2025-07-04 · 4 citations

• International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

  UNC Libraries · 2025-06-26

• Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

  npj Digital Medicine · 2025-06-20 · 25 citations

• One Patient, Many Contexts: Scaling Medical AI with Contextual IntelligencePreprint

  ArXiv.org · 2025-06-11 · 1 citations

• Heterogeneity of continuous glucose monitoring features and their clinical associations in a type 2 diabetes population

  Diabetes Obesity and Metabolism · 2025-05-19 · 5 citations

• International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

  UNC Libraries · 2025-05-13

• Forecasting left ventricular systolic dysfunction in heart failure with artificial intelligencePreprint

  medRxiv · 2025-04-14

• GENIE: Generative Note Information Extraction model for structuring EHR dataPreprint

  ArXiv.org · 2025-01-30 · 2 citations

• A case study on using a large language model to analyze continuous glucose monitoring data

  Scientific Reports · 2025-01-07 · 12 citations