Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics” by Mingon Kang, Jung Hun Oh

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Identification of biological correlates associated with respiratory failure in COVID-19 by Jung Hun Oh, Allen Tannenbaum, Joseph O. Deasy

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Improved prediction of drug-induced liver injury literature using natural language processing and machine learning methods by Jung Hun Oh, Allen Tannenbaum, Allen Tannenbaum, Joseph O. Deasy

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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

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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

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vWCluster: Vector-valued optimal transport for network based clustering using multi-omics data in breast cancer by Jiening Zhu, Jung Hun Oh, Joseph O. Deasy, Allen R. Tannenbaum

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vWCluster: Vector-valued optimal transport for network based clustering using multi-omics data in breast cancer. by Jiening Zhu, Jung Hun Oh, Joseph O Deasy, Allen R Tannenbaum

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A bioinformatics filtering strategy for identifying radiation response biomarker candidates. by Jung Hun Oh, Harry P Wong, Xiaowei Wang, Joseph O Deasy

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A Vectorial Approach to Unbalanced Optimal Mass Transport by Jiening Zhu, Rena Elkin, Jung Hun Oh, Joseph O. Deasy, Allen Tannenbaum

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Pan-Cancer Prediction of Cell-Line Drug Sensitivity Using Network-Based Methods by Maryam Pouryahya, Jung Hun Oh, James C. Mathews, Zehor Belkhatir, Caroline Moosmüller, Joseph O. Deasy, Allen R. Tannenbaum

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Dynamic network curvature analysis of gene expression reveals novel potential therapeutic targets in sarcoma by Rena Elkin, Jung Hun Oh, Filemon Dela Cruz, Larry Norton, Joseph O. Deasy, Andrew L. Kung, Allen R. Tannenbaum

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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

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Gene interaction network analysis in multiple myeloma detects complex immune dysregulation associated with shorter survival by Anish K. Simhal, Kylee H. Maclachlan, Rena Elkin, Jiening Zhu, Larry Norton, Joseph O. Deasy, Jung Hun Oh, Saad Z. Usmani, Allen Tannenbaum

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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

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Preoperative 18F-FDG PET/CT and CT radiomics for identifying aggressive histopathological subtypes in early stage lung adenocarcinoma by Wookjin Choi, Chia-Ju Liu, Sadegh Riyahi Alam, Jung Hun Oh, Raj Vaghjiani, John Humm, Wolfgang Weber, Prasad S. Adusumilli, Joseph O. Deasy, Wei Lu

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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

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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

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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

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Geometric network analysis provides prognostic information in patients with high grade serous carcinoma of the ovary treated with immune checkpoint inhibitors by Rena Elkin, Jung Hun Oh, Ying L. Liu, Pier Selenica, Britta Weigelt, Jorge S. Reis-Filho, Dmitriy Zamarin, Joseph O. Deasy, Larry Norton, Arnold J. Levine, Allen R. Tannenbaum

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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

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