Daniel J. Rader

According to our database, Daniel J. Rader authored at least 9 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification.

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

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

2022

Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes.

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

CoRR, 2022

2021

MitoScape: A big-data, machine-learning platform for obtaining mitochondrial DNA from next-generation sequencing data.

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

PLoS Comput. Biol., 2021

Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.

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

J. Am. Medical Informatics Assoc., 2021

2019

Finding missed cases of familial hypercholesterolemia in health systems using machine learning.

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

npj Digit. Medicine, 2019

A regression framework to uncover pleiotropy in large-scale electronic health record data.

Ruowang Li, Rui Duan, Daniel J. Rader, Scott M. Damrauer, Jason H. Moore, Yong Chen

J. Am. Medical Informatics Assoc., 2019

Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease.

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

Bioinform., 2019

2017

Text mining applied to electronic cardiovascular procedure reports to identify patients with trileaflet aortic stenosis and coronary artery disease.

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

J. Biomed. Informatics, 2017

2010

Correcting population stratification in genetic association studies using a phylogenetic approach.

Mingyao Li, Muredach P. Reilly, Daniel J. Rader, Li-San Wang

Bioinform., 2010