Merging heterogeneous clinical data to enable knowledge discovery

por Seneviratne, Martin G., Kahn, Michael G., Hernandez-Boussard, Tina
Publicado 2019

Predicting the Incidence of Pressure Ulcers in the Intensive Care Unit Using Machine Learning

por Cramer, Eric M., Seneviratne, Martin G., Sharifi, Husham, Ozturk, Alp, Hernandez-Boussard, Tina
Publicado 2019

Architecture and Implementation of a Clinical Research Data Warehouse for Prostate Cancer

por Seneviratne, Martin G., Seto, Tina, Blayney, Douglas W., Brooks, James D., Hernandez-Boussard, Tina
Publicado 2018

Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage

por Bozkurt, Selen, Magnani, Christopher J., Seneviratne, Martin G., Brooks, James D., Hernandez-Boussard, Tina
Publicado 2022

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

por Kashyap, Mehr, Seneviratne, Martin, Banda, Juan M, Falconer, Thomas, Ryu, Borim, Yoo, Sooyoung, Hripcsak, George, Shah, Nigam H
Publicado 2020

Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment

por Banerjee, Imon, Li, Kevin, Seneviratne, Martin, Ferrari, Michelle, Seto, Tina, Brooks, James D, Rubin, Daniel L, Hernandez-Boussard, Tina
Publicado 2019

Assessment of a Clinical Trial–Derived Survival Model in Patients With Metastatic Castration-Resistant Prostate Cancer

por Coquet, Jean, Bievre, Nicolas, Billaut, Vincent, Seneviratne, Martin, Magnani, Christopher J., Bozkurt, Selen, Brooks, James D., Hernandez-Boussard, Tina
Publicado 2021

Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections

por Chemparathy, Augustine, Seneviratne, Martin G., Ward, Andrew, Mirchandani, Simran, Li, Ron, Mathew, Roshni, Wood, Matthew, Shin, Andrew Y., Donnelly, Lane F., Scheinker, David, Lee, Grace M.
Publicado 2021

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing

por Roy, Subhrajit, Mincu, Diana, Loreaux, Eric, Mottram, Anne, Protsyuk, Ivan, Harris, Natalie, Xue, Yuan, Schrouff, Jessica, Montgomery, Hugh, Connell, Alistair, Tomasev, Nenad, Karthikesalingam, Alan, Seneviratne, Martin
Publicado 2021

User-centred design for machine learning in health care: a case study from care management

por Seneviratne, Martin G, Li, Ron C, Schreier, Meredith, Lopez-Martinez, Daniel, Patel, Birju S, Yakubovich, Alex, Kemp, Jonas B, Loreaux, Eric, Gamble, Paul, El-Khoury, Kristel, Vardoulakis, Laura, Wong, Doris, Desai, Janjri, Chen, Jonathan H, Morse, Keith E, Downing, N Lance, Finger, Lutz T, Chen, Ming-Jun, Shah, Nigam
Publicado 2022

Large language models encode clinical knowledge

por Singhal, Karan, Azizi, Shekoofeh, Tu, Tao, Mahdavi, S. Sara, Wei, Jason, Chung, Hyung Won, Scales, Nathan, Tanwani, Ajay, Cole-Lewis, Heather, Pfohl, Stephen, Payne, Perry, Seneviratne, Martin, Gamble, Paul, Kelly, Chris, Babiker, Abubakr, Schärli, Nathanael, Chowdhery, Aakanksha, Mansfield, Philip, Demner-Fushman, Dina, Agüera y Arcas, Blaise, Webster, Dale, Corrado, Greg S., Matias, Yossi, Chou, Katherine, Gottweis, Juraj, Tomasev, Nenad, Liu, Yun, Rajkomar, Alvin, Barral, Joelle, Semturs, Christopher, Karthikesalingam, Alan, Natarajan, Vivek
Publicado 2023

Publisher Correction: Large language models encode clinical knowledge

por Singhal, Karan, Azizi, Shekoofeh, Tu, Tao, Mahdavi, S. Sara, Wei, Jason, Chung, Hyung Won, Scales, Nathan, Tanwani, Ajay, Cole-Lewis, Heather, Pfohl, Stephen, Payne, Perry, Seneviratne, Martin, Gamble, Paul, Kelly, Chris, Babiker, Abubakr, Schärli, Nathanael, Chowdhery, Aakanksha, Mansfield, Philip, Demner-Fushman, Dina, Agüera y Arcas, Blaise, Webster, Dale, Corrado, Greg S., Matias, Yossi, Chou, Katherine, Gottweis, Juraj, Tomasev, Nenad, Liu, Yun, Rajkomar, Alvin, Barral, Joelle, Semturs, Christopher, Karthikesalingam, Alan, Natarajan, Vivek
Publicado 2023