Projects
Since 2017, our team has deployed several projects throughout The Mount Sinai Hospital System.
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....
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 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...
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).
CDS presentation in the 2024 Critical Care Congress
The Clinical Data Science team, represented by our data scientist Kim-Anh-Nhi Nguyen, MSc, presented the paper "A Deep Learning Model using Chest X-Rays to Predict Re-Intubation Risk in Critical Care" at the 2024 Critical Care Congress in Phoenix, Arizona. More...
The Mount Sinai Hospital AI projects featured in Washington Post article
The Washington Post has featured several machine learning/AI projects implemented at The Mount Sinai Hospital in an article published on August 10th, 2023 and title "Hospital bosses love AI. Doctors and nurses are worried." The full article can be found at...
Aggression Risk Score
The Aggression Risk Score is a prognostic tool used to identify patients with high risk of developing aggression episode during their hospital LOS, therefore helping to shift the practice towards preventive paradigms, improving patient safety, and minimizing cost of...
Delirium Risk Prediction (v1.1)
The Delirium Risk Prediction tool was developed to predict which patients who have not yet been discharged, might have a delirium episode. Delirium can be defined as a serious change in mental abilities. This project was deployed at The Mount Sinai Morningside in...
Impact of a Real-Time Ventilator Management Dashboard with Alerts: Sustained Hospital-Wide Improvement in Lung Protective Ventilation
The following is a summary of a presentation conducted by our team for the American Thoracic Society 2022 International Conference, which took place May 13-18, 2022. For more information, visit...