Daniel J. Rader

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 8

Top Topics

Electronic Health Records

Coronary Artery

Computed Tomography

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles E. Kahn, Walter R. Witschey, Hersh Sagreiya
SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification. PRIME@MICCAI (2023)
Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles Kahn, Walter R. Witschey, Hersh Sagreiya
Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes. CoRR (2022)
Larry N. Singh, Brian Ennis, Bryn Loneragan, Noah L. Tsao, M. Isabel G. Lopez Sanchez, Jianping Li, Patrick Acheampong, Oanh Tran, Ian A. Trounce, Yuankun Zhu, Prasanth Potluri, Regeneron Genetics Center, Beverly S. Emanuel, Daniel J. Rader, Zoltan Arany, Scott M. Damrauer, Adam C. Resnick, Stewart A. Anderson, Douglas C. Wallace
MitoScape: A big-data, machine-learning platform for obtaining mitochondrial DNA from next-generation sequencing data. PLoS Comput. Biol. 17 (11) (2021)
Matthew T. Maclean, Qasim Jehangir, Marijana Vujkovic, Yi-An Ko, Harold Litt, Arijitt Borthakur, Hersh Sagreiya, Mark Rosen, David A. Mankoff, Mitchell D. Schnall, Haochang Shou, Julio A. Chirinos, Scott M. Damrauer, Drew A. Torigian, Rotonya Carr, Daniel J. Rader, Walter R. Witschey
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Ruowang Li, Rui Duan, Daniel J. Rader, Scott M. Damrauer, Jason H. Moore, Yong Chen
A regression framework to uncover pleiotropy in large-scale electronic health record data. J. Am. Medical Informatics Assoc. 26 (10) (2019)
Juan M. Banda, Ashish Sarraju, Fahim Abbasi, Justin Parizo, Mitchel Pariani, Hannah Ison, Elinor Briskin, Hannah Wand, Sébastien Dubois, Kenneth Jung, Seth A. Myers, Daniel J. Rader, Joseph B. Leader, Michael F. Murray, Kelly D. Myers, Katherine Wilemon, Nigam H. Shah, Joshua W. Knowles
Finding missed cases of familial hypercholesterolemia in health systems using machine learning. npj Digit. Medicine 2 (2019)
Jing Ma, Alla Karnovsky, Farsad Afshinnia, Janis E. Wigginton, Daniel J. Rader, Loki Natarajan, Kumar Sharma, Anna C. Porter, Mahboob Rahman, Jiang He, Lee Hamm, Tariq Shafi, Debbie S. Gipson, Crystal Gadegbeku, Harold Feldman, George Michailidis
Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease. Bioinform. 35 (18) (2019)
Aeron M. Small, Daniel H. Kiss, Yevgeny Zlatsin, David L. Birtwell, Heather Williams, Marie A. Guerraty, Yuchi Han, Saif Anwaruddin, John H. Holmes, Julio A. Chirinos, Robert L. Wilensky, Jay Giri, Daniel J. Rader
Text mining applied to electronic cardiovascular procedure reports to identify patients with trileaflet aortic stenosis and coronary artery disease. J. Biomed. Informatics 72 (2017)
Mingyao Li, Muredach P. Reilly, Daniel J. Rader, Li-San Wang
Correcting population stratification in genetic association studies using a phylogenetic approach. Bioinform. 26 (6) (2010)