Identification of biological correlates associated with respiratory failure in COVID-19

by Jung Hun Oh, Allen Tannenbaum, Joseph O. Deasy
Published 2020-12-01

Registering Study Analysis Plans (SAPs) Before Dissecting Your Data—Updating and Standardizing Outcome Modeling

by Maria Thor, Jung Hun Oh, Aditya P. Apte, Joseph O. Deasy
Published 2020-06-01

A bioinformatics filtering strategy for identifying radiation response biomarker candidates.

by Jung Hun Oh, Harry P Wong, Xiaowei Wang, Joseph O Deasy
Published 2012-01-01

Interpretable deep neural network for cancer survival analysis by integrating genomic and clinical data

by Jie Hao, Youngsoon Kim, Tejaswini Mallavarapu, Jung Hun Oh, Mingon Kang
Published 2019-12-01

Interactive Smart Fashion Using User-Oriented Visible Light Communication: The Case of Modular Strapped Cuffs and Zipper Slider Types

by Jai-Eun Kim, Youn-Hee Kim, Jung-Hun Oh, Ki-Doo Kim
Published 2017-01-01

A Vectorial Approach to Unbalanced Optimal Mass Transport

by Jiening Zhu, Rena Elkin, Jung Hun Oh, Joseph O. Deasy, Allen Tannenbaum
Published 2020-01-01

Nongaussian Intravoxel Incoherent Motion Diffusion Weighted and Fast Exchange Regime Dynamic Contrast-Enhanced-MRI of Nasopharyngeal Carcinoma: Preliminary Study for Predicting Loc...

by Ramesh Paudyal, Linda Chen, Jung Hun Oh, Kaveh Zakeri, Vaios Hatzoglou, C. Jillian Tsai, Nancy Lee, Amita Shukla-Dave
Published 2021-03-01

Simulating intrafraction prostate motion with a random walk model

by Tobias Pommer, PhD, Jung Hun Oh, PhD, Per Munck af Rosenschöld, PhD, Joseph O. Deasy, PhD
Published 2017-07-01

Identifying radiation-induced survivorship syndromes affecting bowel health in a cohort of gynecological cancer survivors.

by Gunnar Steineck, Viktor Skokic, Fei Sjöberg, Cecilia Bull, Eleftheria Alevronta, Gail Dunberger, Karin Bergmark, Ulrica Wilderäng, Jung Hun Oh, Joseph O Deasy, Rebecka Jörnsten
Published 2017-01-01

Complication probability models for radiation-induced heart valvular dysfunction: do heart-lung interactions play a role?

by Laura Cella, Giuseppe Palma, Joseph O Deasy, Jung Hun Oh, Raffaele Liuzzi, Vittoria D'Avino, Manuel Conson, Novella Pugliese, Marco Picardi, Marco Salvatore, Roberto Pacelli
Published 2014-01-01

Application of Community Detection Algorithm to Investigate the Correlation between Imaging Biomarkers of Tumor Metabolism, Hypoxia, Cellularity, and Perfusion for Precision Radiot...

by Ramesh Paudyal, Milan Grkovski, Jung Hun Oh, Heiko Schöder, David Aramburu Nunez, Vaios Hatzoglou, Joseph O. Deasy, John L. Humm, Nancy Y. Lee, Amita Shukla-Dave
Published 2021-08-01

Independent test of a model to predict severe acute esophagitis

by Ellen X. Huang, PhD, Clifford G. Robinson, MD, Alerson Molotievschi, MD, Jeffrey D. Bradley, MD, Joseph O. Deasy, PhD, Jung Hun Oh, PhD
Published 2017-01-01

Longitudinal Monitoring of Simulated Interstitial Fluid Pressure for Pancreatic Ductal Adenocarcinoma Patients Treated with Stereotactic Body Radiotherapy

by Ramesh Paudyal, Eve LoCastro, Marsha Reyngold, Richard Kinh Do, Amaresha Shridhar Konar, Jung Hun Oh, Abhay Dave, Kenneth Yu, Karyn A. Goodman, Amita Shukla-Dave
Published 2021-08-01

Machine learning on genome-wide association studies to predict the risk of radiation-associated contralateral breast cancer in the WECARE Study.

by Sangkyu Lee, Xiaolin Liang, Meghan Woods, Anne S Reiner, Patrick Concannon, Leslie Bernstein, Charles F Lynch, John D Boice, Joseph O Deasy, Jonine L Bernstein, Jung Hun Oh
Published 2020-01-01

Machine Learning and Radiogenomics: Lessons Learned and Future Directions

by John Kang, Tiziana Rancati, Sangkyu Lee, Jung Hun Oh, Sarah L. Kerns, Jacob G. Scott, Jacob G. Scott, Russell Schwartz, Russell Schwartz, Seyoung Kim, Barry S. Rosenstein, Barry S. Rosenstein
Published 2018-06-01

Image-guided radiotherapy reduces the risk of under-dosing high-risk prostate cancer extra-capsular disease and improves biochemical control

by Per Munck af Rosenschold, Michael J. Zelefsky, Aditya P. Apte, Andrew Jackson, Jung Hun Oh, Elliot Shulman, Neil Desai, Margie Hunt, Pirus Ghadjar, Ellen Yorke, Joseph O. Deasy
Published 2018-04-01

Computational Modeling of Interstitial Fluid Pressure and Velocity in Non-small Cell Lung Cancer Brain Metastases Treated With Stereotactic Radiosurgery

by Nathaniel Swinburne, Eve LoCastro, Ramesh Paudyal, Jung Hun Oh, Neil K. Taunk, Akash Shah, Kathryn Beal, Behroze Vachha, Robert J. Young, Andrei I. Holodny, Amita Shukla-Dave, Vaios Hatzoglou
Published 2020-05-01

Predictive Modeling of Thoracic Radiotherapy Toxicity and the Potential Role of Serum Alpha-2-Macroglobulin

by Donata von Reibnitz, Ellen D. Yorke, Jung Hun Oh, Aditya P. Apte, Jie Yang, Hai Pham, Maria Thor, Abraham J. Wu, Martin Fleisher, Emily Gelb, Joseph O. Deasy, Andreas Rimner
Published 2020-08-01

Incorporating spatial dose metrics in machine learning-based normal tissue complication probability (NTCP) models of severe acute dysphagia resulting from head and neck radiotherap...

by Jamie Dean, Kee Wong, Hiram Gay, Liam Welsh, Ann-Britt Jones, Ulricke Schick, Jung Hun Oh, Aditya Apte, Kate Newbold, Shreerang Bhide, Kevin Harrington, Joseph Deasy, Christopher Nutting, Sarah Gulliford
Published 2018-01-01

Predictors of acute throat or esophageal patient reported pain during radiation therapy for head and neck cancer

by Hiram A. Gay, Jung Hun Oh, Aditya P. Apte, Mackenzie D. Daly, Douglas R. Adkins, Jason Rich, Peter J. Oppelt, Pawel T. Dyk, Daniel F. Mullen, Laura Eschen, Re-I. Chin, Brian Nussenbaum, Bruce H. Haughey, Wade L. Thorstad, Joseph O. Deasy
Published 2018-11-01