Characterization of the Contribution of Genetic Background and Gender to Disease Progression in the SOD1 G93A Mouse Model of Amyotrophic Lateral Sclerosis: A Meta-Analysis

por Pfohl, Stephen R., Halicek, Martin T., Mitchell, Cassie S.
Publicado 2015

Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation

por Foryciarz, Agata, Pfohl, Stephen R, Patel, Birju, Shah, Nigam
Publicado 2022

Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction

por Pfohl, Stephen R., Kim, Renaid B., Coan, Grant S., Mitchell, Cassie S.
Publicado 2018

Learning decision thresholds for risk stratification models from aggregate clinician behavior

por Patel, Birju S, Steinberg, Ethan, Pfohl, Stephen R, Shah, Nigam H
Publicado 2021

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations

por Pfohl, Stephen R., Zhang, Haoran, Xu, Yizhe, Foryciarz, Agata, Ghassemi, Marzyeh, Shah, Nigam H.
Publicado 2022

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

por Guo, Lin Lawrence, Pfohl, Stephen R., Fries, Jason, Johnson, Alistair E. W., Posada, Jose, Aftandilian, Catherine, Shah, Nigam, Sung, Lillian
Publicado 2022

EHR foundation models improve robustness in the presence of temporal distribution shift

por Guo, Lin Lawrence, Steinberg, Ethan, Fleming, Scott Lanyon, Posada, Jose, Lemmon, Joshua, Pfohl, Stephen R., Shah, Nigam, Fries, Jason, Sung, Lillian
Publicado 2023

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study

por Nestsiarovich, Anastasiya, Reps, Jenna M., Matheny, Michael E., DuVall, Scott L., Lynch, Kristine E., Beaton, Maura, Jiang, Xinzhuo, Spotnitz, Matthew, Pfohl, Stephen R., Shah, Nigam H., Torre, Carmen Olga, Reich, Christian G., Lee, Dong Yun, Son, Sang Joon, You, Seng Chan, Park, Rae Woong, Ryan, Patrick B., Lambert, Christophe G.
Publicado 2021

The value of standards for health datasets in artificial intelligence-based applications

por Arora, Anmol, Alderman, Joseph E., Palmer, Joanne, Ganapathi, Shaswath, Laws, Elinor, McCradden, Melissa D., Oakden-Rayner, Lauren, Pfohl, Stephen R., Ghassemi, Marzyeh, McKay, Francis, Treanor, Darren, Rostamzadeh, Negar, Mateen, Bilal, Gath, Jacqui, Adebajo, Adewole O., Kuku, Stephanie, Matin, Rubeta, Heller, Katherine, Sapey, Elizabeth, Sebire, Neil J., Cole-Lewis, Heather, Calvert, Melanie, Denniston, Alastair, Liu, Xiaoxuan
Publicado 2023

Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network

por Wang, Qiong, Reps, Jenna M., Kostka, Kristin Feeney, Ryan, Patrick B., Zou, Yuhui, Voss, Erica A., Rijnbeek, Peter R., Chen, RuiJun, Rao, Gowtham A., Morgan Stewart, Henry, Williams, Andrew E., Williams, Ross D., Van Zandt, Mui, Falconer, Thomas, Fernandez-Chas, Margarita, Vashisht, Rohit, Pfohl, Stephen R., Shah, Nigam H., Kasthurirathne, Suranga N., You, Seng Chan, Jiang, Qing, Reich, Christian, Zhou, Yi
Publicado 2020

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

por Luo, Chongliang, Islam, Md. Nazmul, Sheils, Natalie E., Buresh, John, Reps, Jenna, Schuemie, Martijn J., Ryan, Patrick B., Edmondson, Mackenzie, Duan, Rui, Tong, Jiayi, Marks-Anglin, Arielle, Bian, Jiang, Chen, Zhaoyi, Duarte-Salles, Talita, Fernández-Bertolín, Sergio, Falconer, Thomas, Kim, Chungsoo, Park, Rae Woong, Pfohl, Stephen R., Shah, Nigam H., Williams, Andrew E., Xu, Hua, Zhou, Yujia, Lautenbach, Ebbing, Doshi, Jalpa A., Werner, Rachel M., Asch, David A., Chen, Yong
Publicado 2022