Jung Hun Oh - RankMe

44 papers C 8Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ORCO: Ollivier-Ricci Curvature-Omics - an unsupervised method for analyzing robustness in biological systems. Bioinform. Anish K. Simhal, Corey Weistuch, Kevin A. Murgas, Daniel Grange, Jiening Zhu, Jung Hun Oh, Rena Elkin, Joseph O. Deasy
2024	J	`jnl`	Wasserstein HOG: Local Directionality Extraction via Optimal Transport. IEEE Trans. Medical Imaging Jiening Zhu, Harini Veeraraghavan, Jue Jiang, Jung Hun Oh, Larry Norton, Joseph O. Deasy, Allen R. Tannenbaum
2023	J	`jnl`	Geometric graph neural networks on multi-omics data to predict cancer survival outcomes. Comput. Biol. Medicine Jiening Zhu, Jung Hun Oh, Anish K. Simhal, Rena Elkin, Larry Norton, Joseph O. Deasy, Allen R. Tannenbaum
2023	J	`jnl`	Optimal Transport for Kernel Gaussian Mixture Models. CoRR Jung Hun Oh, Rena Elkin, Anish Kumar Simhal, Jiening Zhu, Joseph O. Deasy, Allen R. Tannenbaum
2022	J	`jnl`	aWCluster: A Novel Integrative Network-Based Clustering of Multiomics for Subtype Analysis of Cancer Data. IEEE ACM Trans. Comput. Biol. Bioinform. Maryam Pouryahya, Jung Hun Oh, Pedram Javanmard, James C. Mathews, Zehor Belkhatir, Joseph O. Deasy, Allen R. Tannenbaum
2021	J	`jnl`	Highly accurate diagnosis of papillary thyroid carcinomas based on personalized pathways coupled with machine learning. Briefings Bioinform. Kyoung Sik Park, Seong Hoon Kim, Jung Hun Oh, Sung Young Kim
2021	J	`jnl`	PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma. Bioinform. Jung Hun Oh, Wookjin Choi, Euiseong Ko, Mingon Kang, Allen R. Tannenbaum, Joseph O. Deasy
2020	J	`jnl`	A Vectorial Approach to Unbalanced Optimal Mass Transport. IEEE Access Jiening Zhu, Rena Elkin, Jung Hun Oh, Joseph O. Deasy, Allen R. Tannenbaum
2020	J	`jnl`	A novel kernel Wasserstein distance on Gaussian measures: An application of identifying dental artifacts in head and neck computed tomography. Comput. Biol. Medicine Jung Hun Oh, Maryam Pouryahya, Aditi Iyer, Aditya P. Apte, Joseph O. Deasy, Allen R. Tannenbaum
2019	—	`conf`	Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes. ISBRA Jie Hao, Mohammad Masum, Jung Hun Oh, Mingon Kang
2019	J	`jnl`	Kernel Wasserstein Distance. CoRR Jung Hun Oh, Maryam Pouryahya, Aditi Iyer, Aditya P. Apte, Allen R. Tannenbaum, Joseph O. Deasy
2018	—	`conf`	Cox-PASNet: Pathway-based Sparse Deep Neural Network for Survival Analysis. BIBM Jie Hao, Youngsoon Kim, Tejaswini Mallavarapu, Jung Hun Oh, Mingon Kang
2018	—	`conf`	PASCL: Pathway-based Sparse Deep Clustering for Identifying Unknown Cancer Subtypes. BIBM Tejaswini Mallavarapu, Jie Hao, Youngsoon Kim, Jung Hun Oh, Mingon Kang
2017	J	`jnl`	Integration of multi-omics data for integrative gene regulatory network inference. Int. J. Data Min. Bioinform. Neda Zarayeneh, Euiseong Ko, Jung Hun Oh, Sang C. Suh, Chunyu Liu, Jean Gao, Donghyun Kim, Mingon Kang
2017	—	`conf`	Preconditioned Random Forest Regression: Application to Genome-Wide Study for Radiotherapy Toxicity Prediction. BCB Sangkyu Lee, Sarah Kerns, Barry Rosenstein, Harry Ostrer, Joseph O. Deasy, Jung Hun Oh
2017	—	`conf`	R-PathCluster: Identifying cancer subtype of glioblastoma multiforme using pathway-based restricted boltzmann machine. BIBM Tejaswini Mallavarapu, Youngsoon Kim, Jung Hun Oh, Mingon Kang
2016	J	`jnl`	A literature mining-based approach for identification of cellular pathways associated with chemoresistance in cancer. Briefings Bioinform. Jung Hun Oh, Joseph O. Deasy
2016	—	`conf`	Integrative Gene Regulatory Network inference using multi-omics data. BIBM Neda Zarayeneh, Jung Hun Oh, Donghyun Kim, Chunyu Liu, Jean Gao, Sang C. Suh, Mingon Kang
2016	—	`conf`	PSR-based ANC protocol in energy harvesting bidirectional networks. ICUFN MinChul Ju, Jung Hun Oh, Kyu-Sung Hwang
2016	—	`conf`	Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature. BIBM Yongxin Chen, Jung Hun Oh, Romeil Sandhu, Sangkyu Lee, Joseph O. Deasy, Allen R. Tannenbaum
2014	J	`jnl`	Inference of radio-responsive gene regulatory networks using the graphical lasso algorithm. BMC Bioinform. Jung Hun Oh, Joseph O. Deasy
2014	J	`jnl`	SITDEM: A simulation tool for disease/endpoint models of association studies based on single nucleotide polymorphism genotypes. Comput. Biol. Medicine Jung Hun Oh, Joseph O. Deasy
2011	—	`conf`	Design and Implementation of a Remote Control for IPTV with Sensors. FGIT Jae Ha Song, Woo Yeol Kim, Hyun Seung Son, Junbeom Yoo, Jae Seung Kim, Robert Young Chul Kim, Jung Hun Oh
2011	J	`jnl`	Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra. IEEE ACM Trans. Comput. Biol. Bioinform. Jung Hun Oh, Jean Gao
2010	C	`conf`	Predicting Local Failure in Lung Cancer Using Bayesian Networks. ICMLA Jung Hun Oh, Jeffrey Craft, Rawan Al-Lozi, Manushka Vaidya, Yifan Meng, Joseph O. Deasy, Jeffrey D. Bradley, Issam El-Naqa
2009	J	`jnl`	A kernel-based approach for detecting outliers of high-dimensional biological data. BMC Bioinform. Jung Hun Oh, Jean Gao
2009	J	`jnl`	An Extended Markov Blanket Approach to Proteomic Biomarker Detection From High-Resolution Mass Spectrometry Data. IEEE Trans. Inf. Technol. Biomed. Jung Hun Oh, Prem Gurnani, John Schorge, Kevin P. Rosenblatt, Jean X. Gao
2009	C	`conf`	Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients. ICMLA Jung Hun Oh, Rawan Al-Lozi, Issam El-Naqa
2009	C	`conf`	Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis. ICMLA Jung Hun Oh, Issam El-Naqa
2009	J	`jnl`	Prostate cancer biomarker discovery using high performance mass spectral serum profiling. Comput. Methods Programs Biomed. Jung Hun Oh, Yair Lotan, Prem Gurnani, Kevin P. Rosenblatt, Jean Gao
2008	—	`conf`	Biological Data Outlier Detection Based on Kullback-Leibler Divergence. BIBM Jung Hun Oh, Jean Gao, Kevin P. Rosenblatt
2008	J	`jnl`	Biomarker selection and sample prediction for multi-category disease on MALDI-TOF data. Bioinform. Jung Hun Oh, Young Bun Kim, Prem Gurnani, Kevin P. Rosenblatt, Jean X. Gao
2008	J	`jnl`	Studies on Modification of Channel Material and Gate Recess Structures in Metamorphic HEMT for Improvement of Breakdown and RF Characteristics. IEICE Trans. Electron. Seok Gyu Choi, Young Hyun Baek, Jung Hun Oh, Min Han, Seok Ho Bang, Jin Koo Rhee
2007	—	`conf`	A Novel Classification Method for Analysis of Multi-stage Diseases via Mass Spectrometric Data. BIBM Jung Hun Oh, Young Bun Kim, Jean Gao
2007	C	`conf`	Biomarker Selection for Predicting Alzheimer Disease Using High-Resolution MALDI-TOF Data. BIBE Jung Hun Oh, Young Bun Kim, Prem Gurnani, Kevin P. Rosenblatt, Jean Gao
2006	C	`conf`	Classification of Relapse Ovarian Cancer on MALDI-TOF Mass Spectrometry Data. CIBCB Jung Hun Oh, Animesh Nandi, Prem Gurnani, Lynne Knowles, John Schorge, Kevin P. Rosenblatt, Jean Gao
2006	J	`jnl`	Comparative Study on Breakdown Characteristics for InGaAs Metamorphic High Electron Mobility Transistor and InGaAs/InP-Composite Channel Metamorphic High Electron Mobility Transistor. IEICE Trans. Electron. Seok Gyu Choi, Jung Hun Oh, Bok-Hyung Lee, Byeong Ok Lim, Sung Woon Moon, Dong-Hoon Shin, Sam-Dong Kim, Jin Koo Rhee
2006	C	`conf`	Prediction of labor for pregnant women using high-resolution mass spectrometry data. BIBE Jung Hun Oh, Animesh Nandi, Prem Gurnani, Peter Bryant-Greenwood, Kevin P. Rosenblatt, Jean Gao
2006	J	`jnl`	Proteomic Biomarker Identification for Diagnosis of Early Relapse in Ovarian Cancer. J. Bioinform. Comput. Biol. Jung Hun Oh, Animesh Nandi, Prem Gurnani, Lynne Knowles, John Schorge, Kevin P. Rosenblatt, Jean X. Gao
2005	—	`ch.`	A two-Way Searching Algorithm for de novo peptide sequencing via tandem mass spectrometry. Advances in Bioinformatics and Its Applications Jung Hun Oh, Young Bun Kim, Jean Gao
2005	—	`ch.`	Emerging Pattern based subspace Clustering of microarray gene expression Data using Mixture Models. Advances in Bioinformatics and Its Applications Young Bun Kim, Jung Hun Oh, Jean Gao
2005	C	`conf`	Multicategory Classification using Extended SVM-RFE and Markov Blanket on SELDITOF Mass Spectrometry Data. CIBCB Jung Hun Oh, Jean Gao, Animesh Nandi, Prem Gurnani, Lynne Knowles, John Schorge, Kevin P. Rosenblatt
2005	C	`conf`	Peptide Identification by Tandem Mass Spectra: An Efficient Parallel Searching. BIBE Jung Hun Oh, Jean Gao
2004	J	`jnl`	Optimization of sub-0.1-mum offset Gamma-shaped gate MHEMTs for millimeter-wave applications. Microelectron. J. Min Han, Myung-Sik Son, Jung Hun Oh, Bok-Hyung Lee, Mi-ra Kim, Sam-Dong Kim, Jin Koo Rhee