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Michael Dohopolski
Michael Dohopolski
Verified email at utsouthwestern.edu
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Year
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy
A Balagopal, D Nguyen, H Morgan, Y Weng, M Dohopolski, MH Lin, ...
Medical image analysis 72, 102101, 2021
462021
Human papillomavirus infection mediates response and outcome of vulvar squamous cell carcinomas treated with radiation therapy
ZD Horne, MJ Dohopolski, D Pradhan, R Bhargava, RP Edwards, ...
Gynecologic oncology 151 (1), 96-101, 2018
422018
Stereotactic body radiation therapy for isolated hilar and mediastinal non-small cell lung cancers
ZD Horne, AH Richman, MJ Dohopolski, DA Clump, SA Burton, DE Heron
Lung cancer 115, 1-4, 2018
362018
Psa-net: Deep learning–based physician style–aware segmentation network for postoperative prostate cancer clinical target volumes
A Balagopal, H Morgan, M Dohopolski, R Timmerman, J Shan, DF Heitjan, ...
Artificial Intelligence in Medicine 121, 102195, 2021
322021
Thoracic reirradiation with SBRT for residual/recurrent and new primary NSCLC within or immediately adjacent to a prior high-dose radiation field
ZD Horne, MJ Dohopolski, DA Clump, SA Burton, DE Heron
Practical radiation oncology 8 (3), e117-e123, 2018
302018
Glioblastoma multiforme (GBM) in the elderly: initial treatment strategy and overall survival
SM Glaser, MJ Dohopolski, GK Balasubramani, JC Flickinger, S Beriwal
Journal of neuro-oncology 134 (1), 107-118, 2017
302017
Brachytherapy boost for prostate cancer: trends in care and survival outcomes
SM Glaser, MJ Dohopolski, GK Balasubramani, RM Benoit, RP Smith, ...
Brachytherapy 16 (2), 330-341, 2017
292017
Stereotactic body radiotherapy for locally-advanced unresectable pancreatic cancer—patterns of care and overall survival
MJ Dohopolski, SM Glaser, JA Vargo, GK Balasubramani, S Beriwal
Journal of Gastrointestinal Oncology 8 (5), 766, 2017
222017
The prognostic significance of p16 status in patients with vulvar cancer treated with vulvectomy and adjuvant radiation
MJ Dohopolski, ZD Horne, D Pradhan, R Bhargava, RP Edwards, ...
International Journal of Radiation Oncology* Biology* Physics 103 (1), 152-160, 2019
192019
Predicting lymph node metastasis in patients with oropharyngeal cancer by using a convolutional neural network with associated epistemic and aleatoric uncertainty
M Dohopolski, L Chen, D Sher, J Wang
Physics in Medicine & Biology 65 (22), 225002, 2020
162020
Attention guided lymph node malignancy prediction in head and neck cancer
L Chen, M Dohopolski, Z Zhou, K Wang, R Wang, D Sher, J Wang
International Journal of Radiation Oncology* Biology* Physics 110 (4), 1171-1179, 2021
132021
Exploratory ensemble interpretable model for predicting local failure in head and neck cancer: The additive benefit of CT and intra-treatment cone-beam computed tomography features
HE Morgan, K Wang, M Dohopolski, X Liang, MR Folkert, DJ Sher, ...
Quantitative Imaging in Medicine and Surgery 11 (12), 4781, 2021
112021
Stereotactic body radiation therapy for pulmonary oligometastases arising from non-lung primaries in patients without extrapulmonary disease
MJ Dohopolski, Z Horne, D Clump, SA Burton, DE Heron
Cureus 10 (2), 2018
112018
Oligometastatic non-small cell lung cancer: a narrative review of stereotactic ablative radiotherapy
M Dohopolski, P Iyengar
Annals of palliative medicine 10 (5), 5944953-5945953, 2021
102021
Radiation therapy in non-small-cell lung cancer
M Dohopolski, S Gottumukkala, D Gomez, P Iyengar
Cold Spring Harbor Perspectives in Medicine 11 (10), a037713, 2021
92021
A Proof-of-Concept Study of Artificial Intelligence–assisted Contour Editing
T Bai, A Balagopal, M Dohopolski, HE Morgan, R McBeth, J Tan, MH Lin, ...
Radiology: Artificial Intelligence 4 (5), e210214, 2022
82022
Real-time MRI motion estimation through an unsupervised k-space-driven deformable registration network (KS-RegNet)
HC Shao, T Li, MJ Dohopolski, J Wang, J Cai, J Tan, K Wang, Y Zhang
Physics in Medicine & Biology 67 (13), 135012, 2022
82022
Use of deep learning to predict the need for aggressive nutritional supplementation during head and neck radiotherapy
M Dohopolski, K Wang, H Morgan, D Sher, J Wang
Radiotherapy and Oncology 171, 129-138, 2022
82022
Recurrence-free survival prediction under the guidance of automatic gross tumor volume segmentation for head and neck cancers
K Wang, Y Li, M Dohopolski, T Peng, W Lu, Y Zhang, J Wang
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 144-153, 2022
72022
Future directions in the use of SAbR for the treatment of oligometastatic cancers
Z Morris, M Dohopolski, A Rahimi, R Timmerman
Seminars in Radiation Oncology 31 (3), 253-262, 2021
72021
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