| Incorporating human and learned domain knowledge into training deep neural networks: a differentiable dose‐volume histogram and adversarial inspired framework for generating … D Nguyen, R McBeth, A Sadeghnejad Barkousaraie, G Bohara, C Shen, ... Medical physics 47 (3), 837-849, 2020 | 61 | 2020 |
| Crucial events, randomness, and multifractality in heartbeats G Bohara, D Lambert, BJ West, P Grigolini Physical Review E 96 (6), 062216, 2017 | 35 | 2017 |
| 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 D Nguyen, AS Barkousaraie, G Bohara, A Balagopal, R McBeth, MH Lin, ... Physics in Medicine & Biology 66 (5), 054002, 2021 | 32 | 2021 |
| Meditation-induced coherence and crucial events R Tuladhar, G Bohara, P Grigolini, BJ West Frontiers in physiology 9, 361775, 2018 | 26 | 2018 |
| Using deep learning to predict beam‐tunable Pareto optimal dose distribution for intensity‐modulated radiation therapy G Bohara, A Sadeghnejad Barkousaraie, S Jiang, D Nguyen Medical physics 47 (9), 3898-3912, 2020 | 25 | 2020 |
| Bridging waves and crucial events in the dynamics of the brain G Bohara, BJ West, P Grigolini Frontiers in physiology 9, 398994, 2018 | 22 | 2018 |
| Diffusion entropy vs. multiscale and Renyi entropy to detect progression of autonomic neuropathy HF Jelinek, R Tuladhar, G Culbreth, G Bohara, D Cornforth, BJ West, ... Frontiers in Physiology 11, 607324, 2021 | 20 | 2021 |
| A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy A Sadeghnejad-Barkousaraie, G Bohara, S Jiang, D Nguyen Machine learning: science and technology 2 (3), 035013, 2021 | 14 | 2021 |
| Fish gelatin thin film standards for biological application of PIXE JE Manuel, B Rout, SZ Szilasi, G Bohara, J Deaton, H Luyombya, ... Nuclear Instruments and Methods in Physics Research Section B: Beam …, 2014 | 7 | 2014 |
| Ion beam materials analysis and modifications at keV to MeV energies at the University of North Texas B Rout, MS Dhoubhadel, PR Poudel, VC Kummari, WJ Lakshantha, ... International Journal of Modern Physics: Conference Series 27, 1460147, 2014 | 3 | 2014 |
| Solving Beam Orientation Optimization (BOO) of IMRT Treatment Plan Using Tree Embedded Reinforcement Learning for Prostate Cancer AS Barkousaraie, A Balagopal, G Bohara, S Jiang, D Nguyen MEDICAL PHYSICS 48 (6), 2021 | | 2021 |
| Using Monte Carlo dropout and bootstrap aggregation for uncertainty estimation in radiation therapy dose prediction with deep learning neural networks D Nguyen, AS Barkousaraie, G Bohara, A Balagopal, R McBeth, MH Lin, ... Seminars in fetal & neonatal medicine, 2020 | | 2020 |
| A Deep Reinforcement Learning Based Neural Network for Beam Orientation Selection Problem in the Treatment Planning of the IMRT Prostate Cancer AS Barkousaraie, G Bohara, S Jiang, D Nguyen, D Nguyen MEDICAL PHYSICS 47 (6), E567-E567, 2020 | | 2020 |
Paolo GrigoliniUNT professor of PhysicsVerified email at unt.edu
