1. A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients. (23rd February 2021) Authors: Ryan, Logan; Mataraso, Samson; Siefkas, Anna; Pellegrini, Emily; Barnes, Gina; Green-Saxena, Abigail; Hoffman, Jana; Calvert, Jacob; Das, Ritankar Journal: Clinical and applied thrombosis/hemostasis Issue: Volume 27(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial. (September 2020) Authors: Burdick, Hoyt; Lam, Carson; Mataraso, Samson; Siefkas, Anna; Braden, Gregory; Dellinger, R. Phillip; McCoy, Andrea; Vincent, Jean-Louis; Green-Saxena, Abigail; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Pellegrini, Emily; Das, Ritankar Journal: Computers in biology and medicine Issue: Volume 124(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Predicting pulmonary embolism among hospitalized patients with machine learning algorithms. (11th January 2022) Authors: Ryan, Logan; Maharjan, Jenish; Mataraso, Samson; Barnes, Gina; Hoffman, Jana; Mao, Qingqing; Calvert, Jacob; Das, Ritankar Journal: Pulmonary circulation Issue: Volume 12:Number 1(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study. (November 2020) Authors: Ryan, Logan; Lam, Carson; Mataraso, Samson; Allen, Angier; Green-Saxena, Abigail; Pellegrini, Emily; Hoffman, Jana; Barton, Christopher; McCoy, Andrea; Das, Ritankar Journal: Annals of medicine and surgery Issue: Volume 59(2020) Page Start: 207 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. 1069: Enriching the Study Population for Ischemic Stroke Therapeutic Trials Using Machine Learning. (January 2021) Authors: Ektefaie, Yasha; Mataraso, Samson; Barnes, Gina; Lynn-Palevsky, Anna; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Calvert, Jacob; Das, Ritankar Journal: Critical care medicine Issue: Volume 49:Supplement 1 1(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. 25: Predicting Pulmonary Embolism Among Hospitalized Patients With a Machine Learning Algorithm. (January 2021) Authors: Ryan, Logan; Mataraso, Samson; Lynn-Palevsky, Anna; Pellegrini, Emily; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Das, Ritankar Journal: Critical care medicine Issue: Volume 49:Supplement 1 1(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. 371: A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients. (January 2021) Authors: Ryan, Logan; Mataraso, Samson; Lynn-Palevsky, Anna; Pellegrini, Emily; Barnes, Gina; Green-Saxena, Abigail; Hoffman, Jana; Calvert, Jacob; Das, Ritankar Journal: Critical care medicine Issue: Volume 49:Supplement 1 1(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. 1430: EFFECT OF A MACHINE LEARNING-BASED SEVERE SEPSIS PREDICTION ALGORITHM ON PATIENT SURVIVAL. (January 2018) Authors: Barton, Chris; Shimabakuru, David; Feldman, Mitchel; Mataraso, Samson; Das, Ritankar Journal: Critical care medicine Issue: Volume 46:Supplement 1 1(2018) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. A machine learning approach to identifying patients with pulmonary hypertension using real-world electronic health records. (1st March 2023) Authors: Kogan, Emily; Didden, Eva-Maria; Lee, Eileen; Nnewihe, Anderson; Stamatiadis, Dimitri; Mataraso, Samson; Quinn, Deborah; Rosenberg, Daniel; Chehoud, Christel; Bridges, Charles Journal: International journal of cardiology Issue: Volume 374(2023) Page Start: 95 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Cost and mortality impact of an algorithm-driven sepsis prediction system. (3rd June 2017) Authors: Calvert, Jacob; Hoffman, Jana; Barton, Christopher; Shimabukuro, David; Ries, Michael; Chettipally, Uli; Kerem, Yaniv; Jay, Melissa; Mataraso, Samson; Das, Ritankar Journal: Journal of medical economics Issue: Volume 20:Number 6(2017) Page Start: 646 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗