Rafe McBeth

Affiliations

Department of Radiation Oncology, University of Texas Southwestern Medical Center, 2201 Inwood Rd, Dallas, TX 75390-9187 (T.B., A.B., M.D., H.E.M., J.T., M.H.L., D.J.S., D.N., S.J.); and Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pa (R.M.).

ORCID: https://orcid.org/0000-0002-0924-6010

Publications (8)

A Proof-of-Concept Study of Artificial Intelligence-assisted Contour Editing.

Radiology. Artificial intelligence

Avec: Ti Bai , Anjali Balagopal , Michael Dohopolski , Howard E Morgan , Rafe McBeth , Jun Tan , Mu-Han Lin , David J Sher , Dan Nguyen , Steve Jiang

A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks.

Physics in medicine and biology

Avec: Dan Nguyen , Azar Sadeghnejad Barkousaraie , Gyanendra Bohara , Anjali Balagopal , Rafe McBeth , Mu-Han Lin , Steve Jiang

Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose-volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy.

Medical physics

Avec: Dan Nguyen , Rafe McBeth , Azar Sadeghnejad Barkousaraie , Gyanendra Bohara , Chenyang Shen , Xun Jia , Steve Jiang

Neural Networks to Predict Radiographic Brain Injury in Pediatric Patients Treated with Extracorporeal Membrane Oxygenation.

Journal of clinical medicine

Avec: Neel Shah , Abdelaziz Farhat , Jefferson Tweed , Ziheng Wang , Jeon Lee , Rafe McBeth , Michael Skinner , Fenghua Tian , Ravi Thiagarajan , Lakshmi Raman

Site-agnostic 3D dose distribution prediction with deep learning neural networks.

Medical physics

Avec: Maryam Mashayekhi , Itzel Ramirez Tapia , Anjali Balagopal , Xinran Zhong , Azar Sadeghnejad Barkousaraie , Rafe McBeth , Mu-Han Lin , Steve Jiang , Dan Nguyen

Prediction of Type and Recurrence of Atrial Fibrillation after Catheter Ablation via Left Atrial Electroanatomical Voltage Mapping Registration and Multilayer Perceptron Classification: A Retrospective Study.

Sensors (Basel, Switzerland)

Avec: Qiyuan An , Rafe McBeth , Houliang Zhou , Bryan Lawlor , Dan Nguyen , Steve Jiang , Mark S Link , Yingying Zhu

Deep evidential learning for radiotherapy dose prediction.

Computers in biology and medicine

Avec: Hai Siong Tan , Kuancheng Wang , Rafe McBeth

Operating a treatment planning system using a deep-reinforcement learning-based virtual treatment planner for prostate cancer intensity-modulated radiation therapy treatment planning.

Medical physics

Avec: Chenyang Shen , Dan Nguyen , Liyuan Chen , Yesenia Gonzalez , Rafe McBeth , Nan Qin , Steve B Jiang , Xun Jia

Réseau de co-auteurs

Dan Nguyen 6 collaborations

Steve Jiang 5 collaborations

Anjali Balagopal 3 collaborations

Mu-Han Lin 3 collaborations

Azar Sadeghnejad Barkousaraie 3 collaborations

Gyanendra Bohara 2 collaborations

Chenyang Shen 2 collaborations

Xun Jia 2 collaborations

Ti Bai 1 collaboration

Michael Dohopolski 1 collaboration

Howard E Morgan 1 collaboration

Jun Tan 1 collaboration

David J Sher 1 collaboration

Neel Shah 1 collaboration

Abdelaziz Farhat 1 collaboration

Jefferson Tweed 1 collaboration

Ziheng Wang 1 collaboration

Jeon Lee 1 collaboration

Michael Skinner 1 collaboration

Fenghua Tian 1 collaboration

Ravi Thiagarajan 1 collaboration

Lakshmi Raman 1 collaboration

Maryam Mashayekhi 1 collaboration

Itzel Ramirez Tapia 1 collaboration

Xinran Zhong 1 collaboration

Qiyuan An 1 collaboration

Houliang Zhou 1 collaboration

Bryan Lawlor 1 collaboration

Mark S Link 1 collaboration

Yingying Zhu 1 collaboration

Hai Siong Tan 1 collaboration

Kuancheng Wang 1 collaboration

Liyuan Chen 1 collaboration

Yesenia Gonzalez 1 collaboration

Nan Qin 1 collaboration

Steve B Jiang 1 collaboration