Scientific Computing and Data / AIR·MS (AI Ready Mount Sinai) / Publications
New Publications and Studies
“AIR·MS platform paper” – accepted and published by JAMIA Open
We’re excited to share that our reference architecture paper on AIR·MS has been accepted for publication by JAMIA Open, the journal of the American Medical Informatics Association.
AIR·MS is a secure, scalable research platform that gives access to structured and unstructured clinical data from over 12 million patients of the Mount Sinai Health System – including EHRs, radiology, pathology, and ECG. Developed through a partnership between Mount Sinai, the Hasso Plattner Institute, and Data4Life, the platform supports international, cross-institutional research on real-world data.
The paper also highlights three real-world applications:
– AI-powered phenotyping for Crohn’s disease
– New insights into dysmenorrhea and heart disease in women
– Federated learning for cardiovascular risk prediction
Click here to learn more about the platform, use cases, and the publication.
Recent Publications
“ChatGPT Health performance in a structured test of triage recommendations”
Ashwin Ramaswamy, Alvira Tyagi, Hannah Hugo, Joy Jiang, Pushkala Jayaraman, Mateen Jangda, Alexis E. Te, Steven A. Kaplan, Joshua Lampert, Robert Freeman, Nicholas Gavin, Ashutosh K. Tewari, Ankit Sakhuja, Bilal Naved, Alexander W. Charney, Mahmud Omar, Michael A. Gorin, Eyal Klang, Girish N. Nadkarni.
“Daily Consistency Over Timing: Routine Formation and Population-Specific Opportunities in mHealth User Adherence”
Samia Shahnawaz, Rhyann Clarke, Suzanne Bakken, Noemie Elhadad, Kyle Landell, Jovita Rodrigues, Matteo Danieletto, Ipek Ensari.
“PhysioJEPA: Joint Embedding Representations of Physiological Signals for Real Time Risk Estimation in the Intensive Care Unit”
Benjamin Fox, Dung Hoang, Joy Jiang, Pushkala Jayaraman, Ankit Parekh, Girish N. Nadkarni, Ankit Sakhuja.
“Large language models are poor clinical administrators: An evaluation of structured queries in real-world electronic health records”
Eyal Klang, Vera Sorin, Panagiotis Korfiatis, Ashwin S. Sawant, Robert Freeman, Alexander W. Charney, Girish N. Nadkarni, Benjamin S. Glicksberg.