Projects | Clinical Data Science

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...

Impact of a Real-Time Ventilator Management Dashboard with Alerts: Sustained Hospital-Wide Improvement in Lung Protective Ventilation

May 16, 2022 | Projects, Research

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...

CDI Alert System for Metastatic Disease

Apr 15, 2022 | Projects

The Metastatic streaming engine was developed to identify inpatient encounters with high risk of metastatic disease (cancer that spreads from where it started to a distant part of the body) and optimize the capture rate. It was deployed at Mount Sinai Hospital on...