Projects | Clinical Data Science

Mount Sinai Health System named 2024 Hearst Health Prize winner

Jun 6, 2024 | Projects

The Clinical Data Science team at 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

May 21, 2024 | General, Projects

CDS’ Hospital Acquired Pressure Injury Prevention project has been featured in Mount Sinai’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

Jan 25, 2024 | General, Projects, Research

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....

Mount Sinai AI projects featured in Washington Post article

Aug 22, 2023 | General, Projects

The Washington Post has featured several machine learning/AI projects implemented at Mount Sinai 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

Feb 27, 2023 | Projects

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)

Dec 4, 2022 | Projects

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 Mount Sinai Morningside in December...