Zobrazeno 1 - 10
of 388
pro vyhledávání: '"Verma, Amol A"'
Autor:
Fang, Congyu, Dziedzic, Adam, Zhang, Lin, Oliva, Laura, Verma, Amol, Razak, Fahad, Papernot, Nicolas, Wang, Bo
Publikováno v:
eBioMedicine, vol. 101, p. 105006, 2024
Machine Learning (ML) has demonstrated its great potential on medical data analysis. Large datasets collected from diverse sources and settings are essential for ML models in healthcare to achieve better accuracy and generalizability. Sharing data ac
Externí odkaz:
http://arxiv.org/abs/2402.00205
Autor:
Tavakoli, Fatemeh, Emerson, D. B., Ayromlou, Sana, Jewell, John, Krishnan, Amrit, Zhang, Yuchong, Verma, Amol, Razak, Fahad
Federated learning (FL) is increasingly being recognized as a key approach to overcoming the data silos that so frequently obstruct the training and deployment of machine-learning models in clinical settings. This work contributes to a growing body o
Externí odkaz:
http://arxiv.org/abs/2309.16825
Accurately predicting hospital length-of-stay at the time a patient is admitted to hospital may help guide clinical decision making and resource allocation. In this study we aim to build a decision support system that predicts hospital length-of-stay
Externí odkaz:
http://arxiv.org/abs/2308.02730
Autor:
Lapp, John M., Stukel, Thérèse A., Chung, Hannah, Lee, Samantha, Lunsky, Yona, Bell, Chaim M., Cheung, Angela M., Detsky, Allan S., Goulding, Susie, Herridge, Margaret, Ahmad, Aisha, Razak, Fahad, Verma, Amol A., Brown, Hilary K., Bobos, Pavlos, Quinn, Kieran L.
Publikováno v:
In The Lancet Regional Health - Americas November 2024 39
Autor:
Malecki, Sarah L., Loffler, Anne, Tamming, Daniel, Dyrby Johansen, Niklas, Biering-Sørensen, Tor, Fralick, Michael, Sohail, Shahmir, Shi, Jessica, Roberts, Surain B, Colacci, Michael, Ismail, Marwa, Razak, Fahad, Verma, Amol A.
Publikováno v:
In International Journal of Medical Informatics September 2024 189
Autor:
Bai, Anthony D., Srivastava, Siddhartha, Digby, Geneviève C., Girard, Vincent, Razak, Fahad, Verma, Amol A.
Publikováno v:
In Chest July 2024 166(1):39-48
Autor:
Hodzic-Santor, Benazir, Colacci, Michael, Raissi, Afsaneh, Ray, Prachi, Verma, Amol A., Razak, Fahad, MacFadden, Derek R., Biering-Sørensen, Tor, Skaarup, Kristoffer Grundtvig, Sarma, Shohinee, Fralick, Michael
Publikováno v:
In Canadian Journal of Diabetes June 2024 48(4):227-232
Autor:
Malecki, Sarah L., Heung, Tracy, Wodchis, Walter P., Saskin, Refik, Palma, Luis, Verma, Amol A., Bassett, Anne S.
Publikováno v:
In Genetics in Medicine May 2024 26(5)
Autor:
Bai, Anthony D., Srivastava, Siddhartha, Wong, Benjamin K.C., Digby, Geneviève C., Razak, Fahad, Verma, Amol A.
Publikováno v:
In Chest January 2024 165(1):68-78
Autor:
Furman, Eugene, Cressman, Alex, Shin, Saeha, Kuznetsov, Alexey, Razak, Fahad, Verma, Amol, Diamant, Adam
Demand for Personal Protective Equipment (PPE) such as surgical masks, gloves, and gowns has increased significantly since the onset of the COVID-19 pandemic. In hospital settings, both medical staff and patients are required to wear PPE. As these fa
Externí odkaz:
http://arxiv.org/abs/2011.03002