Aalpen A. Patel

Publication Activity (10 Years)

Years Active: 2018-2019
Publications (10 Years): 6

Top Topics

Automatic Classification

Computerized Tomography

Top Venues

Medical Imaging: Computer-Aided Diagnosis

npj Digit. Medicine

Publications

Alvaro E. Ulloa Cerna, Marios Pattichis, David P. vanMaanen, Linyuan Jing, Aalpen A. Patel, Joshua V. Stough, Christopher M. Haggerty, Brandon K. Fornwalt
Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records. CoRR (2019)
Kamal Jnawali, Mohammad R. Arbabshirani, Alvaro E. Ulloa, Navalgund Rao, Aalpen A. Patel
Automatic Classification of Radiological Report for Intracranial Hemorrhage. ICSC (2019)
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, Dominik Beer, Christopher M. Haggerty, Brandon K. Fornwalt
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. CoRR (2019)
Mohammad R. Arbabshirani, Brandon K. Fornwalt, Gino J. Mongelluzzo, Jonathan D. Suever, Brandon D. Geise, Aalpen A. Patel, Gregory J. Moore
Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration. npj Digit. Medicine 1 (2018)
Kamal Jnawali, Mohammad R. Arbabshirani, Navalgund Rao, Aalpen A. Patel
Deep 3D convolution neural network for CT brain hemorrhage classification. Medical Imaging: Computer-Aided Diagnosis (2018)
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, H. Lester Kirchner, Christopher M. Haggerty, Brandon K. Fornwalt
A deep neural network predicts survival after heart imaging better than cardiologists. CoRR (2018)