1. 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) ↗
2. 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) ↗
3. 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) ↗
4. Effect of a sepsis prediction algorithm on patient mortality, length of stay and readmission: a prospective multicentre clinical outcomes evaluation of real-world patient data from US hospitals. Issue 1 (30th April 2020) Authors: Burdick, Hoyt; Pino, Eduardo; Gabel-Comeau, Denise; McCoy, Andrea; Gu, Carol; Roberts, Jonathan; Le, Sidney; Slote, Joseph; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Das, Ritankar Journal: BMJ health & care informatics Issue: Volume 27:Issue 1(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. 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) ↗
6. 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) ↗
7. Neural crest and cancer: Divergent travelers on similar paths. (December 2017) Authors: Gallik, Kristin L.; Treffy, Randall W.; Nacke, Lynne M.; Ahsan, Kamil; Rocha, Manuel; Green-Saxena, Abigail; Saxena, Ankur Journal: Mechanisms of development Issue: Volume 148(2017) Page Start: 89 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. 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) ↗
9. 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) ↗
10. Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus. Issue 1 (19th January 2022) Authors: Allen, Angier; Iqbal, Zohora; Green-Saxena, Abigail; Hurtado, Myrna; Hoffman, Jana; Mao, Qingqing; Das, Ritankar Journal: BMJ open diabetes research and care Issue: Volume 10:Issue 1(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗