Chapter 9: Analyses using disease ontologies.

by Nigam H Shah, Tyler Cole, Mark A Musen
Published 2012-01-01

Developing a delivery science for artificial intelligence in healthcare

by Ron C. Li, Steven M. Asch, Nigam H. Shah
Published 2020-08-01

Assessing Screening Guidelines for Cardiovascular Disease Risk Factors using Routinely Collected Data

by Jaspreet Pannu, Sarah Poole, Neil Shah, Nigam H. Shah
Published 2017-07-01

Improving palliative care with deep learning

by Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Ng, Nigam H. Shah
Published 2018-12-01

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
Published 2013-01-01

Artificial Intelligence and Suicide Prevention: A Systematic Review of Machine Learning Investigations

by Rebecca A. Bernert, Amanda M. Hilberg, Ruth Melia, Jane Paik Kim, Nigam H. Shah, Freddy Abnousi
Published 2020-08-01

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
Published 2020-07-01

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
Published 2014-01-01

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
Published 2021-04-01

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
Published 2015-01-01

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
Published 2018-03-01

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
Published 2020-06-01

Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases

by Suho Jin, Kristin Kostka, Jose D. Posada, Yeesuk Kim, Seung In Seo, Dong Yun Lee, Nigam H. Shah, Sungwon Roh, Young-Hyo Lim, Sun Geu Chae, Uram Jin, Sang Joon Son, Christian Reich, Peter R. Rijnbeek, Rae Woong Park, Seng Chan You
Published 2020-12-01

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
Published 2020-07-01

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
Published 2020-01-01

Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data

by Kelly D Myers, BS, Joshua W Knowles, MD, David Staszak, PhD, Michael D Shapiro, DO, William Howard, PhD, Mrinal Yadava, MD, David Zuzick, MBA, Latoya Williamson, MS, Nigam H Shah, PhD, Juan M Banda, PhD, Joe Leader, BS, William C Cromwell, MD, Ed Trautman, PhD, Michael F Murray, ProfMD, Seth J Baum, MD, Seth Myers, PhD, Samuel S Gidding, MD, Katherine Wilemon, BS, Daniel J Rader, ProfMD
Published 2019-12-01

Scalable and accurate deep learning with electronic health records

by Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Michaela Hardt, Peter J. Liu, Xiaobing Liu, Jake Marcus, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Yi Zhang, Gerardo Flores, Gavin E. Duggan, Jamie Irvine, Quoc Le, Kurt Litsch, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Greg S. Corrado, Jeffrey Dean
Published 2018-05-01

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

by Edward Burn, Seng Chan You, Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza F. Abrahão, Amanda Alberga, Heba Alghoul, Osaid Alser, Thamir M. Alshammari, Maria Aragon, Carlos Areia, Juan M. Banda, Jaehyeong Cho, Aedin C. Culhane, Alexander Davydov, Frank J. DeFalco, Talita Duarte-Salles, Scott DuVall, Thomas Falconer, Sergio Fernandez-Bertolin, Weihua Gao, Asieh Golozar, Jill Hardin, George Hripcsak, Vojtech Huser, Hokyun Jeon, Yonghua Jing, Chi Young Jung, Benjamin Skov Kaas-Hansen, Denys Kaduk, Seamus Kent, Yeesuk Kim, Spyros Kolovos, Jennifer C. E. Lane, Hyejin Lee, Kristine E. Lynch, Rupa Makadia, Michael E. Matheny, Paras P. Mehta, Daniel R. Morales, Karthik Natarajan, Fredrik Nyberg, Anna Ostropolets, Rae Woong Park, Jimyung Park, Jose D. Posada, Albert Prats-Uribe, Gowtham Rao, Christian Reich, Yeunsook Rho, Peter Rijnbeek, Lisa M. Schilling, Martijn Schuemie, Nigam H. Shah, Azza Shoaibi, Seokyoung Song, Matthew Spotnitz, Marc A. Suchard, Joel N. Swerdel, David Vizcaya, Salvatore Volpe, Haini Wen, Andrew E. Williams, Belay B. Yimer, Lin Zhang, Oleg Zhuk, Daniel Prieto-Alhambra, Patrick Ryan
Published 2020-10-01