Aalpen A. Patel

According to our database, Aalpen A. Patel authored at least 10 papers between 2017 and 2022.

Collaborative distances:

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

2022

Perceptually improved T1-T2 MRI translations using conditional generative adversarial networks.

Anurag Vaidya, Joshua V. Stough, Aalpen A. Patel

Proceedings of the Medical Imaging 2022: Image Processing, 2022

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, Dominik Beer, Christopher M. Haggerty, Brandon K. Fornwalt

CoRR, 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

Automatic Classification of Radiological Report for Intracranial Hemorrhage.

Kamal Jnawali, Mohammad R. Arbabshirani, Alvaro E. Ulloa, Navalgund Rao, Aalpen A. Patel

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

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

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, H. Lester Kirchner, Christopher M. Haggerty, Brandon K. Fornwalt

CoRR, 2018

Deep 3D convolution neural network for CT brain hemorrhage classification.

Kamal Jnawali, Mohammad R. Arbabshirani, Navalgund Rao, Aalpen A. Patel

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

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

Proceedings of the Medical Imaging 2017: Image Processing, 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

Proceedings of the Medical Imaging 2017: Image Processing, 2017

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

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017