Carlos A. Barajas

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Emission Tomography

Decision Tree Ensembles

Top Venues

Publications

Ruth Obe, Brandt Kaufmann, Kaelen Baird, Sam Kadel, Yasmin Soltani, Mostafa Cham, Matthias K. Gobbert, Carlos A. Barajas, Zhuoran Jiang, Vijay R. Sharma, Lei Ren, Stephen W. Peterson, Jerimy C. Polf
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch. ICMLA (2023)
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, Gerson C. Kroiz, Matthias K. Gobbert, Jerimy C. Polf
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests. CSCI (2021)
Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction. IEEE BigData (2019)