Using AI to Improve Clinical Outcomes
Clinical Data Science
We are a team of data scientists and engineers that leverage the power of ML and AI at The Mount Sinai Hospital.
Clinical Conditions
Data science, machine learning (ML) and artificial intelligence (AI) have the potential to transform the delivery of clinical care and improve early recognition and diagnosis of clinical conditions
Hospital Operations
AI allows us to gain new insights and continuously improve over time as the platform learns from our patients and clinicians to enhance hospital operations
Awareness and Intervention
We have built a powerful real-time streaming clinical data platform that brings the power of ML and AI to improve provider awareness and timely intervention
CDS presentation at the Vizient Summit 2025 in Las Vegas
Our Senior Data Scientist, Kim-Anh-Nhi Nguyen, was one of the presenters at the Vizient Summit 2025 in Las Vegas: Presentation Title: Pressure Injury AI and Quality Improvement Tools: Millions in Cost Avoidance Time/date: Wednesday, Sept. 17 at 8:00-8:30 a.m....
Newsweek Ranks The Mount Sinai Hospital Among ‘World’s Best’
September 23, 2025 Newsweek Ranks The Mount Sinai Hospital Among 'World's Best' "Your executive leadership team continues to be in awe of the work you all do. And we are not the only ones who are impressed. In the latest Newsweek/Statista rankings,...
Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation
Clinical Data Science's paper "Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation" has been published by the Journal of Clinical Medicine. The abstract is included below and...
The Mount Sinai Hospital Ranks as No. 1 Health Care Institution according to Nature AI Index
The Mount Sinai Health System has been ranked No. 1 on the new Nature AI Index 2024 of leading healthcare institutions. Here's full press release from The Mount Sinai Hospital Communications: The Mount Sinai Health System is No. 1 on the new Nature AI Index 2024 list...
The Mount Sinai Hospital ranked among the top 10 smart hospitals in the world
The Mount Sinai Hospital has once again been ranked among the top 10 smart hospitals in the world by Newsweek: This recognition is a direct result of our collective commitment to advancing healthcare through digital, AI, data, and informatics. Robbie Freeman,Vice...
The Mount Sinai Health System named 2024 Hearst Health Prize winner
The Clinical Data Science team at The Mount Sinai Hospital was named the winner of the 2024 Hearst Health Prize. The team was declared the winner for its malnutrition identification machine learning engine, which is used to better identify patients with malnutrition...
The Mount Sinai Health’s CDS team nominated for the Hearst Health Prize
The Mount Sinai Health's Clinical Data Science team has been nominated for the Hearst Health Prize! "The Hearst Health Prize showcases data science programs making an impact on human health. The judges evaluated submissions using several criteria, including...
Next-Generation Health Care: AI-Driven Patient Risk Profiling for Pressure Injuries in The Mount Sinai Hospital
CDS' Hospital Acquired Pressure Injury Prevention project has been featured in The Mount Sinai Hospital's Spring 2024 nursing newsletter, Magnet NEWS. The full article can be found on pages 20-21 (https://mshs.co/3UN8hIS).
“Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial” study published in Critical Care Medicine journal
The study titled "Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial", authored by Dr. Levin and several members of the Clinical Data Science team, has been published in the Critical Care Medicine...