Chapter 9: Analyses using disease ontologies. by Nigam H Shah, Tyler Cole, Mark A Musen

Get full text

Developing a delivery science for artificial intelligence in healthcare by Ron C. Li, Steven M. Asch, Nigam H. Shah

Get full text

Assessing Screening Guidelines for Cardiovascular Disease Risk Factors using Routinely Collected Data by Jaspreet Pannu, Sarah Poole, Neil Shah, Nigam H. Shah

Get full text

Improving palliative care with deep learning by Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Ng, Nigam H. Shah

Get full text

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations by Stephen R. Pfohl, Haoran Zhang, Yizhe Xu, Agata Foryciarz, Marzyeh Ghassemi, Nigam H. Shah

Get full text

Practice-based evidence: profiling the safety of cilostazol by text-mining of clinical notes. by Nicholas J Leeper, Anna Bauer-Mehren, Srinivasan V Iyer, Paea Lependu, Cliff Olson, Nigam H Shah

Get full text

Ontology-driven weak supervision for clinical entity classification in electronic health records by Jason A. Fries, Ethan Steinberg, Saelig Khattar, Scott L. Fleming, Jose Posada, Alison Callahan, Nigam H. Shah

Get full text

Estimating the efficacy of symptom-based screening for COVID-19 by Alison Callahan, Ethan Steinberg, Jason A. Fries, Saurabh Gombar, Birju Patel, Conor K. Corbin, Nigam H. Shah

Get full text

Automated detection of off-label drug use. by Kenneth Jung, Paea LePendu, William S Chen, Srinivasan V Iyer, Ben Readhead, Joel T Dudley, Nigam H Shah

Get full text

Scalable Approach to Consumer Wearable Postmarket Surveillance: Development and Validation Study by Richard M Yoo, Ben T Viggiano, Krishna N Pundi, Jason A Fries, Aydin Zahedivash, Tanya Podchiyska, Natasha Din, Nigam H Shah

Get full text

The shaky foundations of large language models and foundation models for electronic health records by Michael Wornow, Yizhe Xu, Rahul Thapa, Birju Patel, Ethan Steinberg, Scott Fleming, Michael A. Pfeffer, Jason Fries, Nigam H. Shah

Get full text

Considerations in the reliability and fairness audits of predictive models for advance care planning by Jonathan Lu, Amelia Sattler, Samantha Wang, Ali Raza Khaki, Alison Callahan, Scott Fleming, Rebecca Fong, Benjamin Ehlert, Ron C. Li, Lisa Shieh, Kavitha Ramchandran, Michael F. Gensheimer, Sarah Chobot, Stephen Pfohl, Siyun Li, Kenny Shum, Nitin Parikh, Priya Desai, Briththa Seevaratnam, Melanie Hanson, Margaret Smith, Yizhe Xu, Arjun Gokhale, Steven Lin, Michael A. Pfeffer, Michael A. Pfeffer, Winifred Teuteberg, Nigam H. Shah, Nigam H. Shah, Nigam H. Shah

Get full text

Unsupervised Learning for Automated Detection of Coronary Artery Disease Subgroups by Alyssa M. Flores, Alejandro Schuler, Anne Verena Eberhard, Jeffrey W. Olin, John P. Cooke, Nicholas J. Leeper, Nigam H. Shah, Elsie G. Ross

Get full text

Proton Pump Inhibitor Usage and the Risk of Myocardial Infarction in the General Population. by Nigam H Shah, Paea LePendu, Anna Bauer-Mehren, Yohannes T Ghebremariam, Srinivasan V Iyer, Jake Marcus, Kevin T Nead, John P Cooke, Nicholas J Leeper

Get full text

Nursing Workflow Change in a COVID-19 Inpatient Unit Following the Deployment of Inpatient Telehealth: Observational Study Using a Real-Time Locating System by Stacie Vilendrer, Mary E Lough, Donn W Garvert, Monique H Lambert, Jonathan Hsijing Lu, Birju Patel, Nigam H Shah, Michelle Y Williams, Samantha M R Kling

Get full text

Interpretation of biological experiments changes with evolution of the Gene Ontology and its annotations by Aurelie Tomczak, Jonathan M. Mortensen, Rainer Winnenburg, Charles Liu, Dominique T. Alessi, Varsha Swamy, Francesco Vallania, Shane Lofgren, Winston Haynes, Nigam H. Shah, Mark A. Musen, Purvesh Khatri

Get full text

Assessing the accuracy of automatic speech recognition for psychotherapy by Adam S. Miner, Albert Haque, Jason A. Fries, Scott L. Fleming, Denise E. Wilfley, G. Terence Wilson, Arnold Milstein, Dan Jurafsky, Bruce A. Arnow, W. Stewart Agras, Li Fei-Fei, Nigam H. Shah

Get full text

Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis by Yeesuk Kim, Yuxi Tian, Jianxiao Yang, Vojtech Huser, Peng Jin, Christophe G. Lambert, Hojun Park, Seng Chan You, Rae Woong Park, Peter R. Rijnbeek, Mui Van Zandt, Christian Reich, Rohit Vashisht, Yonghui Wu, Jon Duke, George Hripcsak, David Madigan, Nigam H. Shah, Patrick B. Ryan, Martijn J. Schuemie, Marc A. Suchard

Get full text

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study by Anastasiya Nestsiarovich, Jenna M. Reps, Michael E. Matheny, Scott L. DuVall, Kristine E. Lynch, Maura Beaton, Xinzhuo Jiang, Matthew Spotnitz, Stephen R. Pfohl, Nigam H. Shah, Carmen Olga Torre, Christian G. Reich, Dong Yun Lee, Sang Joon Son, Seng Chan You, Rae Woong Park, Patrick B. Ryan, Christophe G. Lambert

Get full text

Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network. by Qiong Wang, Jenna M Reps, Kristin Feeney Kostka, Patrick B Ryan, Yuhui Zou, Erica A Voss, Peter R Rijnbeek, RuiJun Chen, Gowtham A Rao, Henry Morgan Stewart, Andrew E Williams, Ross D Williams, Mui Van Zandt, Thomas Falconer, Margarita Fernandez-Chas, Rohit Vashisht, Stephen R Pfohl, Nigam H Shah, Suranga N Kasthurirathne, Seng Chan You, Qing Jiang, Christian Reich, Yi Zhou

Get full text