1. A computational approach to mortality prediction of alcohol use disorder inpatients. (1st August 2016) Authors: Calvert, Jacob; Mao, Qingqing; Rogers, Angela J.; Barton, Christopher; Jay, Melissa; Desautels, Thomas; Mohamadlou, Hamid; Jan, Jasmine; Das, Ritankar Journal: Computers in biology and medicine Issue: Volume 75(2016) Page Start: 74 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs. (June 2019) Authors: Barton, Christopher; Chettipally, Uli; Zhou, Yifan; Jiang, Zirui; Lynn-Palevsky, Anna; Le, Sidney; Calvert, Jacob; Das, Ritankar Journal: Computers in biology and medicine Issue: Volume 109(2019) Page Start: 79 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction. (September 2020) Authors: Mohamadlou, Hamid; Panchavati, Saarang; Calvert, Jacob; Lynn-Palevsky, Anna; Le, Sidney; Allen, Angier; Pellegrini, Emily; Green-Saxena, Abigail; Barton, Christopher; Fletcher, Grant; Shieh, Lisa; Stark, Philip B; Chettipally, Uli; Shimabukuro, David; Feldman, Mitchell; Das, Ritankar Journal: Health informatics journal Issue: Volume 26:Number 3(2020) Page Start: 1912 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Predicting ventilator-associated pneumonia with machine learning. Issue 23 (11th June 2021) Authors: Giang, Christine; Calvert, Jacob; Rahmani, Keyvan; Barnes, Gina; Siefkas, Anna; Green-Saxena, Abigail; Hoffman, Jana; Mao, Qingqing; Das, Ritankar Other Names: Liao. Kuang-Ming section editor. Journal: Medicine Issue: Volume 100:Issue 23(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. High-performance detection and early prediction of septic shock for alcohol-use disorder patients. (June 2016) Authors: Calvert, Jacob; Desautels, Thomas; Chettipally, Uli; Barton, Christopher; Hoffman, Jana; Jay, Melissa; Mao, Qingqing; Mohamadlou, Hamid; Das, Ritankar Journal: Annals of medicine and surgery Issue: Volume 8(2016) Page Start: 50 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. 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) ↗
7. Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach. Issue 3 (September 2021) Authors: Lam, Carson; Calvert, Jacob; Siefkas, Anna; Barnes, Gina; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Mao, Qingqing; Das, Ritankar Journal: Health policy and technology Issue: Volume 10:Issue 3(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification. Issue 6 (31st August 2021) Authors: Panchavati, Saarang; Lam, Carson; Zelin, Nicole S.; Pellegrini, Emily; Barnes, Gina; Hoffman, Jana; Garikipati, Anurag; Calvert, Jacob; Mao, Qingqing; Das, Ritankar Journal: Healthcare technology letters Issue: Volume 8:Issue 6(2021) Page Start: 139 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Massive external validation of a machine learning algorithm to predict pulmonary embolism in hospitalized patients. Issue 216 (August 2022) Authors: Shen, Jieru; Casie Chetty, Satish; Shokouhi, Sepideh; Maharjan, Jenish; Chuba, Yevheniy; Calvert, Jacob; Mao, Qingqing Journal: Thrombosis research Issue: Issue 216(2022) Page Start: 14 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. 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) ↗