1. 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture. (18th March 2019) Authors: Nguyen, Dan; Jia, Xun; Sher, David; Lin, Mu-Han; Iqbal, Zohaib; Liu, Hui; Jiang, Steve Journal: Physics in medicine & biology Issue: Volume 64:Number 6(2019:Mar.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. 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) ↗
3. A fast deep learning approach for beam orientation optimization for prostate cancer treated with intensity‐modulated radiation therapy. Issue 3 (20th January 2020) Authors: Sadeghnejad Barkousaraie, Azar; Ogunmolu, Olalekan; Jiang, Steve; Nguyen, Dan Journal: Medical physics Issue: Volume 47:Issue 3(2020) Page Start: 880 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A feasibility study on deep learning‐based individualized 3D dose distribution prediction. Issue 8 (11th July 2021) Authors: Ma, Jianhui; Nguyen, Dan; Bai, Ti; Folkerts, Michael; Jia, Xun; Lu, Weiguo; Zhou, Linghong; Jiang, Steve Journal: Medical physics Issue: Volume 48:Issue 8(2021) Page Start: 4438 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A new approach to integrate GPU-based Monte Carlo simulation into inverse treatment plan optimization for proton therapy. (16th December 2016) Authors: Li, Yongbao; Tian, Zhen; Song, Ting; Wu, Zhaoxia; Liu, Yaqiang; Jiang, Steve; Jia, Xun Journal: Physics in medicine & biology Issue: Volume 62:Number 1(2017:Jan.) Page Start: 289 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. A new Monte Carlo-based treatment plan optimization approach for intensity modulated radiation therapy. (17th March 2015) Authors: Li, Yongbao; Tian, Zhen; Shi, Feng; Song, Ting; Wu, Zhaoxia; Liu, Yaqiang; Jiang, Steve; Jia, Xun Journal: Physics in medicine & biology Issue: Volume 60:Number 7(2015:Apr.) Page Start: 2903 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. A recursive ensemble organ segmentation (REOS) framework: application in brain radiotherapy. (11th January 2019) Authors: Chen, Haibin; Lu, Weiguo; Chen, Mingli; Zhou, Linghong; Timmerman, Robert; Tu, Dan; Nedzi, Lucien; Wardak, Zabi; Jiang, Steve; Zhen, Xin; Gu, Xuejun Journal: Physics in medicine & biology Issue: Volume 64:Number 2(2019:Jan.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy. Issue 3 (13th May 2021) Authors: Sadeghnejad-Barkousaraie, Azar; Bohara, Gyanendra; Jiang, Steve; Nguyen, Dan Journal: Machine learning: science and technology Issue: Volume 2:Issue 3(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. A segmentation and point-matching enhanced efficient deformable image registration method for dose accumulation between HDR CT images. (19th March 2015) Authors: Zhen, Xin; Chen, Haibin; Yan, Hao; Zhou, Linghong; Mell, Loren K; Yashar, Catheryn M; Jiang, Steve; Jia, Xun; Gu, Xuejun; Cervino, Laura Journal: Physics in medicine & biology Issue: Volume 60:Number 7(2015:Apr.) Page Start: 2981 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. 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) ↗