Carlos Barajas
Orcid: 0000-0002-7980-1454
According to our database1,
Carlos Barajas
authored at least 10 papers
between 2018 and 2023.
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Bibliography
2023
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch.
Proceedings of the International Conference on Machine Learning and Applications, 2023
2022
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022
2021
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions.
Big Data Res., 2021
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
PLoS Comput. Biol., 2020
2019
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 American Control Conference, 2019
2018
Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors.
Proceedings of the High Performance Computing Symposium, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018