Nilay D. Shah

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 15

Top Topics

Medical Records

Unsupervised Learning

Top Venues

npj Digit. Medicine

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

Publications

Rohan Khera, Bobak J. Mortazavi, Veer Sangha, Frederick Warner, H. Patrick Young, Joseph S. Ross, Nilay D. Shah, Elitza S. Theel, William G. Jenkinson, Camille Knepper, Karen H. Wang, David Peaper, Richard A. Martinello, Cynthia A. Brandt, Zhenqiu Lin, Albert I. Ko, Harlan M. Krumholz, Benjamin D. Pollock, Wade L. Schulz
A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations. npj Digit. Medicine 5 (2022)
Guoqian Jiang, Sanket S. Dhruva, Jiajing Chen, Wade L. Schulz, Amit A. Doshi, Peter A. Noseworthy, Shumin Zhang, Yue Yu, H. Patrick Young, Eric Brandt, Keondae R. Ervin, Nilay D. Shah, Joseph S. Ross, Paul Coplan, Joseph P. Drozda
Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report. J. Am. Medical Informatics Assoc. 28 (10) (2021)
Ming Huang, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Yue Yu, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi Patten
Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality. AMIA (2021)
Ming Huang, Aditya Khurana, George M. Mastorakos, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Christi Patten, Jungwei Fan, Hongfang Liu
Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages. AMIA (2021)
Sanket S. Dhruva, Joseph S. Ross, Joseph G. Akar, Brittany Caldwell, Karla Childers, Wing Chow, Laura Ciaccio, Paul Coplan, Jun Dong, Hayley J. Dykhoff, Stephen Johnston, Todd Kellogg, Cynthia Long, Peter A. Noseworthy, Kurt Roberts, Anindita Saha, Andrew Yoo, Nilay D. Shah
Aggregating multiple real-world data sources using a patient-centered health-data-sharing platform. npj Digit. Medicine 3 (2020)
Maryam Zolnoori, Che Ngufor, Anthony Faiola, Christina Eldredge, Jake Luo, Sunghwan Sohn, Joyce E. Balls-Berry, Ahmad P. Tafti, Nilay D. Shah, Timothy B. Patrick
Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts. AMIA (2019)
Guoqian Jiang, Yue Yu, Paul R. Kingsbury, Nilay D. Shah
Augmenting Medical Device Evaluation Using a Reusable Unique Device Identifier Interoperability Solution Based on the OHDSI Common Data Model. MedInfo (2019)
Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon
A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases. AMIA (2019)
Che Ngufor, Holly Van Houten, Brian S. Caffo, Nilay D. Shah, Rozalina G. McCoy
Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c. J. Biomed. Informatics 89 (2019)
Ming Huang, Nilay D. Shah, Lixia Yao
Evaluating global and local sequence alignment methods for comparing patient medical records. BMC Medical Informatics Decis. Mak. (6) (2019)
Yue Yu, Kathryn J. Ruddy, Na Hong, Shintaro Tsuji, Andrew Wen, Nilay D. Shah, Guoqian Jiang
ADEpedia-on-OHDSI: A next generation pharmacovigilance signal detection platform using the OHDSI common data model. J. Biomed. Informatics 91 (2019)
Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao
Temporal sequence alignment in electronic health records for computable patient representation. BIBM (2018)
Wade L. Schulz, H. Patrick Young, Kathryn J. Ruddy, Nilay D. Shah, Joseph S. Ross, Scott Gordon, Mitra Rocca, Guoqian Jiang
A Multi-Institutional Review and Validation of Federated Query Results in Multiple Common Data Models. AMIA (2018)
Yue Yu, Kathryn J. Ruddy, Shintaro Tsuji, Na Hong, Nilay D. Shah, Guoqian Jiang
Developing A Standards-based Signal Detection and Validation Framework of Immune-related Adverse Events Using the OHDSI Common Data Model. AMIA (2018)
Che Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah
Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning. AMIA (2017)
Jennifer E. Mason, Brian T. Denton, Nilay D. Shah, Steven A. Smith
Optimizing the simultaneous management of blood pressure and cholesterol for type 2 diabetes patients. Eur. J. Oper. Res. 233 (3) (2014)
Jingyu Zhang, Brian T. Denton, Hari Balasubramanian, Nilay D. Shah, Brant A. Inman
Optimization of Prostate Biopsy Referral Decisions. Manuf. Serv. Oper. Manag. 14 (4) (2012)
Serguei V. S. Pakhomov, Nilay D. Shah, Penny L. Hanson, Saranya Balasubramaniam, Steven A. Smith
Automatic Quality of Life Prediction Using Electronic Medical Records. AMIA (2008)