Jerimy Polf

According to our database, Jerimy Polf authored at least 8 papers between 2018 and 2025.

Collaborative distances:

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

2025

Geant4-Based Simulation and Image Reconstruction of Tc-99M for Radiopharmaceutical Imaging.

Ehsan Shakeri, Matthias K. Gobbert, Vijay R. Sharma, Lei Ren, Ananta Chalise, Stephen W. Peterson, Jerimy C. Polf

Proceedings of the IEEE International Conference on Data Mining, 2025

Large-Scale Optimizations in Proton Beam Radiotherapy by Neural Network Denoising of Robust Simulated Patient Data.

Angelo Calingo, Bikash Gautam, Peter L. Jin, Sidhya Pathak, Michelle Zhao, Hussam Fateen, Harrison Lewis, Matthias K. Gobbert, Vijay R. Sharma, Lei Ren, Ananta Chalise, Stephen W. Peterson, Jerimy C. Polf

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Improving Gamma Imaging in Proton Therapy by Sanitizing Compton Camera Simulated Patient Data using Neural Networks through the BRIDE Pipeline.

Michael O. Chen, Julian Hodge, Peter L. Jin, Ella Protz, Elizabeth Wong, Ruth Obe, Ehsan Shakeri, Mostafa Cham, Matthias K. Gobbert, Carlos A. Barajas, Vijay R. Sharma, Sina Mossahebi, Lei Ren, Stephen W. Peterson, Jerimy C. Polf

Proceedings of the IEEE International Conference on Big Data, 2024

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