Caveats for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research von Hersh, William R., Weiner, Mark G., Embi, Peter J., Logan, Judith R., Payne, Philip R.O., Bernstam, Elmer V., Lehmann, Harold P., Hripcsak, George, Hartzog, Timothy H., Cimino, James J., Saltz, Joel H.

Volltext

Transcriptomics-Based Drug Repurposing Approach Identifies Novel Drugs against Sorafenib-Resistant Hepatocellular Carcinoma von Regan-Fendt, Kelly, Li, Ding, Reyes, Ryan, Yu, Lianbo, Wani, Nissar A., Hu, Peng, Jacob, Samson T., Ghoshal, Kalpana, Payne, Philip R.O., Motiwala, Tasneem

Volltext

Synergistic Drug Combination Prediction by Integrating Multiomics Data in Deep Learning Models von Zhang, Tianyu, Zhang, Liwei, Payne, Philip R. O., Li, Fuhai

Volltext

Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects von Kannampallil, Thomas, Abraham, Joanna, Lou, Sunny S, Payne, Philip R O

Volltext

Evidence Generating Medicine: Redefining the Research-Practice Relationship to Complete the Evidence Cycle von Embi, Peter J., Payne, Philip R.O.

Volltext

Electronic health record-based assessment of cardiovascular health: The stroke prevention in healthcare delivery environments (SPHERE) study von Foraker, Randi E, Shoben, Abigail B, Kelley, Marjorie M, Lai, Albert M, Lopetegui, Marcelo A, Jackson, Rebecca D, Langan, Michael A, Payne, Philip R.O

Volltext

Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review von Kumar, Sayantan, Oh, Inez, Schindler, Suzanne, Lai, Albert M, Payne, Philip R O, Gupta, Aditi

Volltext

Extraction of clinical phenotypes for Alzheimer’s disease dementia from clinical notes using natural language processing von Oh, Inez Y, Schindler, Suzanne E, Ghoshal, Nupur, Lai, Albert M, Payne, Philip R O, Gupta, Aditi

Volltext

Spot the difference: comparing results of analyses from real patient data and synthetic derivatives von Foraker, Randi E, Yu, Sean C, Gupta, Aditi, Michelson, Andrew P, Pineda Soto, Jose A, Colvin, Ryan, Loh, Francis, Kollef, Marin H, Maddox, Thomas, Evanoff, Bradley, Dror, Hovav, Zamstein, Noa, Lai, Albert M, Payne, Philip R O

Volltext

MD-Miner: a network-based approach for personalized drug repositioning von Wu, Haoyang, Miller, Elise, Wijegunawardana, Denethi, Regan, Kelly, Payne, Philip R O, Li, Fuhai

Volltext

Chapter 1: Biomedical knowledge integration von Payne, Philip R O

Volltext

Developing real‐world evidence from real‐world data: Transforming raw data into analytical datasets von Bastarache, Lisa, Brown, Jeffrey S., Cimino, James J., Dorr, David A., Embi, Peter J., Payne, Philip R.O., Wilcox, Adam B., Weiner, Mark G.

Volltext

OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification von Hofford, Mackenzie R, Yu, Sean C, Johnson, Alistair E W, Lai, Albert M, Payne, Philip R O, Michelson, Andrew P

Volltext

Comparison of early warning scores for sepsis early identification and prediction in the general ward setting von Yu, Sean C, Shivakumar, Nirmala, Betthauser, Kevin, Gupta, Aditi, Lai, Albert M, Kollef, Marin H, Payne, Philip R O, Michelson, Andrew P

Volltext

Rethinking the role and impact of health information technology: informatics as an interventional discipline von Payne, Philip R O, Lussier, Yves, Foraker, Randi E, Embi, Peter J

Volltext

Are Synthetic Data Derivatives the Future of Translational Medicine? von Foraker, Randi, PhD, MA, Mann, Douglas L., MD, Payne, Philip R.O., PhD

Volltext

Global MicroRNA Profiling for Diagnostic Appraisal of Melanocytic Spitz Tumors von Latchana, Nicholas, MD, MS, Regan, Kelly, BA, Howard, J. Harrison, MD, Aldrink, Jennifer H., MD, Ranalli, Mark A., MD, Peters, Sara B., MD, Zhang, Xiaoli, PhD, Gru, Alejandro, MD, Payne, Philip R.O., PhD, Suarez-Kelly, Lorena P., MD, Carson, William E., MD

Volltext

Mining reported adverse events induced by potential opioid-drug interactions von Chen, Jinzhao, Wu, Gaoyu, Michelson, Andrew, Vesoulis, Zachary, Bogner, Jennifer, Corrigan, John D, Payne, Philip R O, Li, Fuhai

Volltext

Better together: Integrating biomedical informatics and healthcare IT operations to create a learning health system during the COVID‐19 pandemic von Payne, Philip R.O., Wilcox, Adam B., Embi, Peter J., Longhurst, Christopher A.

Volltext

Addressing cancer survivors’ cardiovascular health using the automated heart health assessment (AH-HA) EHR tool: Initial protocol and modifications to address COVID-19 challenges von Foraker, Randi E., Davidson, Eleanor C., Dressler, Emily V., Wells, Brian J., Lee, Simon Craddock, Klepin, Heidi D., Winkfield, Karen M., Hundley, W. Gregory, Payne, Philip R.O., Lai, Albert M., Lesser, Glenn J., Weaver, Kathryn E.

Volltext