1. 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. (22nd February 2021) Authors: Nguyen, Dan; Sadeghnejad Barkousaraie, Azar; Bohara, Gyanendra; Balagopal, Anjali; McBeth, Rafe; Lin, Mu-Han; Jiang, Steve Journal: Physics in medicine & biology Issue: Volume 66:Number 5(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Artificial intelligence guided physician directive improves head and neck planning quality and practice Uniformity: A prospective study. (May 2023) Authors: Mashayekhi, Maryam; McBeth, Rafe; Nguyen, Dan; Yen, Allen; Trivedi, Zipalkumar; Moon, Dominic; Avkshtol, Vlad; Vo, Dat; Sher, David; Jiang, Steve; Lin, Mu-Han Journal: Clinical and translational radiation oncology Issue: Volume 40(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. 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. Issue 3 (29th December 2019) Authors: Nguyen, Dan; McBeth, Rafe; Sadeghnejad Barkousaraie, Azar; Bohara, Gyanendra; Shen, Chenyang; Jia, Xun; Jiang, Steve Journal: Medical physics Issue: Volume 47:Issue 3(2020) Page Start: 837 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning. Issue 6 (28th March 2020) Authors: Shen, Chenyang; Nguyen, Dan; Chen, Liyuan; Gonzalez, Yesenia; McBeth, Rafe; Qin, Nan; Jiang, Steve B.; Jia, Xun Journal: Medical physics Issue: Volume 47:Issue 6(2020) Page Start: 2329 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Site‐agnostic 3D dose distribution prediction with deep learning neural networks. Issue 3 (27th January 2022) Authors: Mashayekhi, Maryam; Tapia, Itzel Ramirez; Balagopal, Anjali; Zhong, Xinran; Barkousaraie, Azar Sadeghnejad; McBeth, Rafe; Lin, Mu‐Han; Jiang, Steve; Nguyen, Dan Journal: Medical physics Issue: Volume 49:Issue 3(2022) Page Start: 1391 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗