Jerimy Polf

According to our database, Jerimy Polf authored at least 5 papers between 2018 and 2023.

Collaborative distances:

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

2023

Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch.

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

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.

Joseph Clark, Anaise Gaillard, Justin Koe, Nithya Navarathna, Daniel J. Kelly, Matthias K. Gobbert, Carlos A. Barajas, Jerimy C. Polf

Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022

2021

Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests.

Carlos A. Barajas, Gerson C. Kroiz, Matthias K. Gobbert, Jerimy C. Polf

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.

Sokhna A. York, Alina M. Ali, David C. Lashbrooke, Rodrigo Yepez-Lopez, Carlos A. Barajas, Matthias K. Gobbert, Jerimy C. Polf

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2018

Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors.

James Della-Giustina, Carlos Barajas, Matthias K. Gobbert, Dennis S. Mackin, Jerimy Polf

Proceedings of the High Performance Computing Symposium, 2018