Automatic estimation of heart boundaries and cardiothoracic ratio from chest x-ray images. - Ahmed H. Dallal; Chirag Agarwal; Mohammad R. Arbabshirani; Aalpen Patel; Gregory J. Moore (Computer-Aided Diagnosis, 2017)

Unsupervised quantification of abdominal fat from CT images using Greedy Snakes. - Chirag Agarwal; Ahmed H. Dallal; Mohammad R. Arbabshirani; Aalpen Patel; Gregory J. Moore (Image Processing, 2017)

Accurate segmentation of lung fields on chest radiographs using deep convolutional networks. - Mohammad R. Arbabshirani; Ahmed H. Dallal; Chirag Agarwal; Aalpen Patel; Gregory J. Moore (Image Processing, 2017)

Deep 3D convolution neural network for CT brain hemorrhage classification. - Kamal Jnawali; Mohammad R. Arbabshirani; Navalgund Rao; Aalpen A. Patel (Computer-Aided Diagnosis, 2018)

A deep neural network predicts survival after heart imaging better than cardiologists. - Alvaro Ulloa; Linyuan Jing; Christopher W. Good; David P. vanMaanen; Sushravya Raghunath; Jonathan D. Suever; Christopher D. Nevius; Gregory J. Wehner; Dustin N. Hartzel; Joseph B. Leader; Amro Alsaid; Aalpen A. Patel; et al. (CoRR, 2018)

Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration. - Mohammad R. Arbabshirani; Brandon K. Fornwalt; Gino J. Mongelluzzo; Jonathan D. Suever; Brandon D. Geise; Aalpen A. Patel; Gregory J. Moore (npj Digit. Medicine, 2018)

Automatic Classification of Radiological Report for Intracranial Hemorrhage. - Kamal Jnawali; Mohammad R. Arbabshirani; Alvaro E. Ulloa; Navalgund Rao; Aalpen A. Patel (ICSC, 2019)

Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records. - Alvaro E. Ulloa Cerna; Marios Pattichis; David P. vanMaanen; Linyuan Jing; Aalpen A. Patel; Joshua V. Stough; Christopher M. Haggerty; Brandon K. Fornwalt (CoRR, 2019)

Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. - Sushravya Raghunath; Alvaro E. Ulloa Cerna; Linyuan Jing; David P. vanMaanen; Joshua Stough; Dustin N. Hartzel; Joseph B. Leader; H. Lester Kirchner; Christopher W. Good; Aalpen A. Patel; Brian P. Delisle; Amro Alsaid; et al. (CoRR, 2019)

Perceptually improved T1-T2 MRI translations using conditional generative adversarial networks. - Anurag Vaidya; Joshua V. Stough; Aalpen A. Patel (Image Processing, 2022)

A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment. - Alvaro E. Ulloa Cerna; David P. vanMaanen; Linyuan Jing; Joshua V. Stough; Aalpen A. Patel; Christopher M. Haggerty; Brandon K. Fornwalt; Marios S. Pattichis (IEEE J. Biomed. Health Informatics, 2025)