MichaelDohopolskiMD

PubMed

• Artificial Intelligence Uncertainty Quantification in Radiotherapy Applications - A Scoping Review.
  Kareem A Wahid, Zaphanlene Y Kaffey, David P Farris, Laia Humbert-Vidan, Mathis Rasmussen, Jintao Ren, Mohamed A Naser, Tucker J Netherton, Stine Korreman, Guha Balakr...> ;Medrxiv. 2024 May 13
• TransAnaNet: Transformer-based Anatomy Change Prediction Network for Head and Neck Cancer Patient Radiotherapy.
  Meixu Chen, Kai Wang, Michael Dohopolski, Howard Morgan, Jing Wang, David Sher> ;Arxiv. 2024 May 23
• Utilizing Large Language Models for Enhanced Clinical Trial Matching: A Study on Automation in Patient Screening.
  Jacob Beattie, Sarah Neufeld, Christian Chukwuma, Ahmed Gul, Steve Jiang, Daniel Yang, Neil Desai, Michael Dohopolski> ;Cureus. 2024 May 1
• Deep learning based automatic segmentation of the Internal Pudendal Artery in definitive radiotherapy treatment planning of localized prostate cancer.
  Anjali Balagopal, Ti Bai, Dan Nguyen, Xiao Liang, Xinran Zhong, Mu-Han Lin, Steve Jiang, Michael Dohopolski, Young Suk Kwon, Steven Montalvo, Howard Morgan, Neil Desai> ;Physics and Imaging in Radiation Oncology. 2024 Apr 1
• In silico evaluation and feasibility of near margin-less head and neck daily adaptive radiotherapy.
  Michael Dohopolski, Justin Visak, Byongsu Choi, Boyu Meng, David Parsons, Xinran Zhong, Enobong Inam, Vlad Avkshtol, Dominic Moon, David Sher, Mu-Han Lin> ;Radiotherapy and Oncology. 2024 Mar 5
• The accuracy of artificial intelligence deformed nodal structures in cervical online cone-beam-based adaptive radiotherapy.
  Wang, E., Hrycushko, B., Wang, S., Lin, J., Zhong, X., Nwachukwu, C., Iqbal, Z., Yen, A., Dohopolski, M., Albuquerque, K.> ;Physics and Imaging in Radiation Oncology. 2024 Jan 1
• 3 citations
  Harnessing uncertainty in radiotherapy auto-segmentation quality assurance.
  Wahid, K., Sahlsten, J., Jaskari, J., Kaski, K., He, R., Glerean, E., Mäkitie, A., Naser, M., Fuentes, D., Dohopolski, M., Kann, B., Fuller, C.> ;Physics and Imaging in Radiation Oncology. 2024 Jan 1
• Long-term Patient-Reported Outcomes in a Population-Based Cohort Following Radiotherapy vs Surgery for Oropharyngeal Cancer.
  Michael J Dohopolski, Kevin Diao, Katherine A Hutcheson, Neil S Akhave, Ryan P Goepfert, Weiguo He, Xiudong Jennifer Lei, Susan K Peterson, Yu Shen, Baran D Sumer, Ben...> ;JAMA Otolaryngology-- Head & Neck Surgery. 2023 Aug 1
• 3 citations
  Efficacy and Quality-of-Life Following Involved Nodal Radiotherapy for Head and Neck Squamous Cell Carcinoma: The INRT-AIR Phase II Clinical Trial.
  David J Sher, Dominic H Moon, Dat Vo, Jing Wang, Liyuan Chen, Michael Dohopolski, Randall Hughes, Baran D Sumer, Chul Ahn, Vladimir Avkshtol> ;Clinical Cancer Research. 2023 Sep 1
• ARMO: automated and reliable multi-objective model for lymph node metastasis prediction in head and neck cancer.
  Zhiguo Zhou, Liyuan Chen, Michael Dohopolski, David Sher, Jing Wang> ;Physics in Medicine and Biology. 2023 Apr 25
• Deep learning based direct segmentation assisted by deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy.
  Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang> ;Physics in Medicine and Biology. 2023 Feb 10
• 1 citations
  Artificial Intelligence-Empowered Radiation Oncology Residency Education.
  Young Suk Kwon, Michael Dohopolski, Howard Morgan, Aurelie Garant, David Sher, Asal Rahimi, Nina N Sanford, Dat T Vo, Kevin Albuquerque, Kiran Kumar, Robert Timmerman,...> ;Practical Radiation Oncology. 2023 Jan 5
• 2 citations
  Towards reliable head and neck cancers locoregional recurrence prediction using delta-radiomics and learning with rejection option.
  Kai Wang, Michael Dohopolski, Qiongwen Zhang, David Sher, Jing Wang> ;Medical Physics. 2023 Apr 1
• 6 citations
  A Proof-of-Concept Study of Artificial Intelligence-assisted Contour Editing.
  Ti Bai, Anjali Balagopal, Michael Dohopolski, Howard E Morgan, Rafe McBeth, Jun Tan, Mu-Han Lin, David J Sher, Dan Nguyen, Steve Jiang> ;Radiology. Artificial Intelligence. 2022 Sep 1
• 7 citations
  Real-time MRI motion estimation through an unsupervised k-space-driven deformable registration network (KS-RegNet).
  Hua-Chieh Shao, Tian Li, Michael J Dohopolski, Jing Wang, Jing Cai, Jun Tan, Kai Wang, You Zhang> ;Physics in Medicine and Biology. 2022 Jun 29
• 4 citations
  Phase II Trial of Sipuleucel-T and Stereotactic Ablative Body Radiation for Patients with Metastatic Castrate-Resistant Prostate Cancer.
  Raquibul Hannan, Michael J Dohopolski, Laurentiu M Pop, Samantha Mannala, Lori Watumull, Dana Mathews, Ang Gao, Aurelie Garant, Yull E Arriaga, Isaac Bowman, Jin-Sung ...> ;Biomedicines. 2022 Jun 15
• 4 citations
  Use of deep learning to predict the need for aggressive nutritional supplementation during head and neck radiotherapy.
  Michael Dohopolski, Kai Wang, Howard Morgan, David Sher, Jing Wang> ;Radiotherapy and Oncology. 2022 Jun 1
• 1 citations
  The Reintroduction of Radiotherapy Into the Integrated Management of Kidney Cancer.
  Michael Dohopolski, Raquibul Hannan, Zabihullah Wardak, Hans J. Hammers, Aurelie Garant> ;Cancer Journal. 2020 Sep 1
• 5 citations
  Future Directions in the Use of SAbR for the Treatment of Oligometastatic Cancers.
  Zachary S. Morris, Michael Dohopolski, Asal Rahimi, Robert Timmerman> ;Seminars in Radiation Oncology. 2021 Jul 1
• 11 citations
  Exploratory ensemble interpretable model for predicting local failure in head and neck cancer: the additive benefit of CT and intra-treatment cone-beam computed tomogr...
  Howard E. Morgan, Kai Wang, Michael Dohopolski, Xiao Liang, Michael R. Folkert, David J. Sher, Jing Wang> ;Quantitative Imaging in Medicine and Surgery. 2021 Jul 15
• 2 citations
  Dose-Intensified Stereotactic Ablative Radiation for Localized Prostate Cancer.
  Lily Chen, Bhavani S Gannavarapu, Neil B Desai, Michael R Folkert, Michael Dohopolski, Ang Gao, Chul Ahn, Jeffrey Cadeddu, Aditya Bagrodia, Solomon Woldu, Ganesh V Raj...> ;Frontiers in Oncology. 2022 Jan 1
• 17 citations
  PSA-Net: Deep learning-based physician style-aware segmentation network for postoperative prostate cancer clinical target volumes.
  Anjali Balagopal, Howard E. Morgan, Michael Dohopolski, R.D. Timmerman, Jie Shan, Daniel F. Heitjan, Wei Liu, Dan Nguyen, Raquibul Hannan, Aurelie Garant, Neil Desai, ...> ;Artificial Intelligence in Medicine. 2021 Oct 18
• 8 citations
  Radiation Therapy in Non-Small-Cell Lung Cancer
  Michael Dohopolski, Sujana Gottumukkala, Daniel R. Gomez, Puneeth Iyengar> ;Cold Spring Harbor Perspectives in Medicine. 2021 Oct 1
• 21 citations
  A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy
  Anjali Balagopal, Dan Nguyen, Howard E. Morgan, Yaochung Weng, Michael Dohopolski, Mu-Han Lin, Azar Sadeghnejad Barkousaraie, Yesenia Gonzalez, Aurelie Garant, Neil De...> ;Medical Image Analysis. 2021 May 17
• 5 citations
  Oligometastatic non-small cell lung cancer: a narrative review of stereotactic ablative radiotherapy.
  Michael Dohopolski, Puneeth Iyengar> ;Annals of Palliative Medicine. 2021 Feb 23
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