Matthias K. Gobbert

Physics and AstronomyMedicineEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 14 papers. Top paper: “Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch”.

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

Maryland Shared Open Access Repository (USMAI Consortium)(2023)10.1109/icmla58977.2023.00262

N/A

0.165DataRank · unranked

2 citations

Brandt Kaufmann, K. Baird, Sam Kadel, Yasmin Soltani, Mostafa Cham +8 more

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

Maryland Shared Open Access Repository (USMAI Consortium)(2024)10.1109/bigdata62323.2024.10825318

N/A

0.104DataRank · unranked

1 citations

Julian Hodge, Peter L. Jin, Ella Protz, Elizabeth Wong, Ruth Obe +10 more

Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy

2021 IEEE International Conference on Big Data (Big Data)(2021)10.1109/bigdata52589.2021.9671404

N/A

0DataRank · unranked

5 citations

Alina M. Ali, David C. Lashbrooke, Rodrigo Yepez-Lopez, C. A. Chavez Barajas, Matthias K. Gobbert +2 more

Exploring Deep Learning to Improve Compton Camera Based Prompt Gamma Image Reconstruction for Proton Radiotherapy

Maryland Shared Open Access Repository (USMAI Consortium)(2021)10.13016/m2qgs1-itid

N/A

0DataRank · unranked

3 citations

C. A. Chavez Barajas, Matthias K. Gobbert, J Polf, Gerson C. Kroiz

A Study of The Clinical Viability of A Prototype Compton Camera for Prompt Gamma Imaging Based Proton Beam Range Verification

Research Square(2021)10.21203/rs.3.rs-639221/v1

N/A

0DataRank · unranked

3 citations

C. A. Chavez Barajas, Gerson C. Kroiz, S Peterson, Paul Maggi, Dennis Mackin +3 more

Applications of Machine Learning to Improve the Clinical Viability of Compton Camera Based in vivo Range Verification in Proton Radiotherapy

Frontiers in Physics(2022)10.3389/fphy.2022.838273

N/A

0DataRank · unranked

26 citations

C. A. Chavez Barajas, S Peterson, Dennis Mackin, Sam Beddar, Lei Ren +2 more

A feasibility study of enhanced prompt gamma imaging for range verification in proton therapy using deep learning

Physics in Medicine and Biology(2023)10.1088/1361-6560/acbf9a

N/A

0DataRank · unranked

14 citations

J Polf, C. A. Chavez Barajas, Matthias K. Gobbert, Lei Ren, Zhuoran Jiang

Modeling prompt gamma (PG) emission, detection and imaging in real patient anatomy using a novel Compton camera for dose verification in proton therapy

Physics in Medicine and Biology(2025)10.1088/1361-6560/addf0d

N/A

0DataRank · unranked

2 citations

Zhuoran Jiang, Sina Mossahebi, Ehsaan Shakeri, Ananta Raj Chalise, Matthias K. Gobbert +4 more

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

(2025)10.1109/icdmw69685.2025.00356

N/A

0DataRank · unranked

1 citations

Bikash Gautam, Peter L. Jin, Sidhya Pathak, Michelle Zhao, Hussam Fateen +8 more

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

Maryland Shared Open Access Repository (USMAI Consortium)(2025)10.13016/m2c5oo-tj9p

N/A

0DataRank · unranked

0 citations

Vijay R. Sharma, Ananta Raj Chalise, Matthias K. Gobbert, Lei Ren, Jerimy C. Polf +2 more

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

Maryland Shared Open Access Repository (USMAI Consortium)(2025)10.13016/m2njl3-xlg0

N/A

0DataRank · unranked

0 citations

Bikash Gautam, Jin, Peter L., Sidhya Pathak, Michelle Zhao, Hussam Fateen +8 more

Use of Deep Learning to Classify Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy

Maryland Shared Open Access Repository (USMAI Consortium)(2020)10.13016/m2lond-ascp

N/A

0DataRank · unranked

1 citations

Gerson C. Kroiz, C. A. Chavez Barajas, Matthias K. Gobbert, Paul Maggi, J Polf +1 more

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

(2025)10.1109/icdmw69685.2025.00242

N/A

0DataRank · unranked

0 citations

Matthias K. Gobbert, Vijay R. Sharma, Lei Ren, Ananta Raj Chalise, Stephen W. Peterson +2 more

Improvements to the Deep Learning Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy

Maryland Shared Open Access Repository (USMAI Consortium)(2020)10.13016/m2qfvd-ysx9

N/A

0DataRank · unranked

1 citations

C. A. Chavez Barajas, Gerson C. Kroiz, Matthias K. Gobbert, Paul Maggi, J Polf +1 more