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Carlos A. Barajas
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 4
Top Topics
Image Reconstruction
Respiratory Motion
Emission Computed Tomography
Sparsely Sampled
Top Venues
IEEE BigData
Big Data Res.
BDCAT
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Publications
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Joseph Clark
,
Anaise Gaillard
,
Justin Koe
,
Nithya Navarathna
,
Daniel J. Kelly
,
Matthias K. Gobbert
,
Carlos A. Barajas
,
Jerimy C. Polf
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment.
BDCAT
(2022)
Sokhna A. York
,
Alina M. Ali
,
David C. Lashbrooke
,
Rodrigo Yepez-Lopez
,
Carlos A. Barajas
,
Matthias K. Gobbert
,
Jerimy C. Polf
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy.
IEEE BigData
(2021)
Jonathan N. Basalyga
,
Carlos A. Barajas
,
Matthias K. Gobbert
,
Jianwu Wang
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions.
Big Data Res.
25 (2021)
Carlos A. Barajas
,
Matthias K. Gobbert
,
Jianwu Wang
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction.
IEEE BigData
(2019)