Jung Hun Oh

MedicinePhysics and AstronomyBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

4.2Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Modeling the Impact of Cardiopulmonary Irradiation on Overall Survival in NRG Oncology Trial RTOG 0617

Clinical Cancer Research(2020)10.1158/1078-0432.ccr-19-2627

Top 7%

3.0DataRank

Top 7%71 citations

Joseph O. Deasy, Chen Hu, Elizabeth Gore, Voichita Bar‐Ad, Clifford G. Robinson +14 more

Papers

Driven by 43 papers — median percentile 72. Top paper: “Modeling the Impact of Cardiopulmonary Irradiation on Overall Survival in NRG Oncology Trial RTOG 0617”.

Modeling the Impact of Cardiopulmonary Irradiation on Overall Survival in NRG Oncology Trial RTOG 0617

Clinical Cancer Research(2020)10.1158/1078-0432.ccr-19-2627

Top 7%

3.0DataRank

Top 7%71 citations

Joseph O. Deasy, Chen Hu, Elizabeth Gore, Voichita Bar‐Ad, Clifford G. Robinson +14 more

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

BMC Medical Genomics(2020)10.1186/s12920-020-00839-1

Top 28%

0.715DataRank

Top 28%13 citations

Allen Tannenbaum, Joseph O. Deasy, Jung Hun Oh

PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma

Bioinformatics(2021)10.1093/bioinformatics/btab285

N/A

0.633DataRank · unranked

67 citations

Wookjin Choi, Euiseong Ko, Mingon Kang, Allen Tannenbaum, Joseph O. Deasy +1 more

Geometric graph neural networks on multi-omics data to predict cancer survival outcomes

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.107117

N/A

0.557DataRank · unranked

40 citations

Jung Hun Oh, Anish K. Simhal, Rena Elkin, Larry Norton, Joseph O. Deasy +2 more

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

PLoS ONE(2020)10.1371/journal.pone.0226157

N/A

0.529DataRank · unranked

33 citations

Xiaolin Liang, Meghan Woods, Anne S. Reiner, Patrick Concannon, Leslie Bernstein +6 more

Geometric network analysis provides prognostic information in patients with high grade serous carcinoma of the ovary treated with immune checkpoint inhibitors

npj Genomic Medicine(2021)10.1038/s41525-021-00259-9

N/A

0.505DataRank · unranked

28 citations

Jung Hun Oh, Ying L. Liu, Pier Selenica, Britta Weigelt, Jorge S. Reis‐Filho +6 more

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

Frontiers in Oncology(2020)10.3389/fonc.2020.01395

N/A

0.406DataRank · unranked

14 citations

Ellen Yorke, Jung Hun Oh, Aditya Apte, Jie Yang, Hai Pham +7 more

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

medRxiv(2020)10.1101/2020.09.29.20204289

Top 47%

0.389DataRank

Top 47%5 citations

Allen Tannenbaum, Joseph O. Deasy, Jung Hun Oh

Exploring published and novel pre-treatment CT and PET radiomics to stratify risk of progression among early-stage non-small cell lung cancer patients treated with stereotactic radiation

Radiotherapy and Oncology(2023)10.1016/j.radonc.2023.109983

N/A

0.345DataRank · unranked

9 citations

Kelly Fitzgerald, Aditya Apte, Jung Hun Oh, Aditi Iyer, Otasowie Odiase +12 more

Application of Community Detection Algorithm to Investigate the Correlation between Imaging Biomarkers of Tumor Metabolism, Hypoxia, Cellularity, and Perfusion for Precision Radiotherapy in Head and Neck Squamous Cell Carcinomas

Cancers(2021)10.3390/cancers13153908

N/A

0.330DataRank · unranked

8 citations

Milan Grkovski, Jung Hun Oh, Heiko Schöder, David Aramburu Núñez, Vaios Hatzoglou +5 more

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

Cancers(2021)10.3390/cancers13051128

N/A

0.312DataRank · unranked

7 citations

Linda Chen, Jung Hun Oh, Kaveh Zakeri, Vaios Hatzoglou, C. Jillian Tsai +3 more

Dynamic network curvature analysis of gene expression reveals novel potential therapeutic targets in sarcoma

Scientific Reports(2024)10.1038/s41598-023-49930-4

N/A

0.241DataRank · unranked

4 citations

Jung Hun Oh, Filemon S. Dela Cruz, Larry Norton, Joseph O. Deasy, Andrew L. Kung +2 more

vWCluster: A Network Based Clustering of Multi-omics Breast Cancer Data Based on Vector-Valued Optimal Transport

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.17.448878

N/A

0.208DataRank · unranked

3 citations

Jung Hun Oh, Joseph O. Deasy, Allen Tannenbaum, Jiening Zhu

Geometric Network Analysis Provides Prognostic Information in Patients with High Grade Serous Carcinoma of the Ovary Treated with Immune Checkpoint Inhibitors

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.10.447889

N/A

0.165DataRank · unranked

2 citations

Jung Hun Oh, Ying L. Liu, Pier Selenica, Britta Weigelt, Jorge S. Reis‐Filho +6 more

Apparent Diffusion Coefficient Magnetic Resonance Imaging as a Predictive Biomarker for Hypoxia, Treatment De-escalation, and Recurrence in Human Papillomavirus-Associated Oropharyngeal Cancer

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2025.10.017

N/A

0.165DataRank · unranked

2 citations

Bill H. Diplas, Ramesh Paudyal, Jung Hun Oh, Amaresha Konar Shridhar, Eric Aliotta +13 more

Technical Note: STRATIS: A Cloud-enabled Software Toolbox for Radiotherapy and Imaging Analysis

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.08.515686

N/A

0.104DataRank · unranked

1 citations

Eve LoCastro, Aditi Iyer, Jue Jiang, Jung Hun Oh, Harini Veeraraghavan +3 more

A novel kernel Wasserstein distance on Gaussian measures: An application of identifying dental artifacts in head and neck computed tomography

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.103731

N/A

0DataRank · unranked

23 citations

Maryam Pouryahya, Aditi Iyer, Aditya Apte, Joseph O. Deasy, Allen Tannenbaum +1 more

Quality control of radiomic features using 3D-printed CT phantoms

Journal of Medical Imaging(2021)10.1117/1.jmi.8.3.033505

N/A

0DataRank · unranked

13 citations

Aditya Apte, Christopher Kanan, ‬David D. B. Bates, Giuseppe Corrias, Lorenzo Manneli +6 more

aWCluster: A Novel Integrative Network-Based Clustering of Multiomics for Subtype Analysis of Cancer Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2020)10.1109/tcbb.2020.3039511

N/A

0DataRank · unranked

27 citations

Jung Hun Oh, Pedram Javanmard, James C. Mathews, Zehor Belkhatir, Joseph O. Deasy +2 more

Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering

Journal of Medical Imaging(2021)10.1117/1.jmi.8.3.031904

N/A

0DataRank · unranked

6 citations

Aditya Apte, Evangelia Katsoulakis, Nadeem Riaz, Vaios Hatzoglou, Yao Yu +9 more

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

Frontiers in Oncology(2020)10.3389/fonc.2020.00978

N/A

0DataRank · unranked

8 citations

Jung Hun Oh, Aditya Apte, Joseph O. Deasy, Maria Thor

Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings

Tomography(2020)10.18383/j.tom.2020.00015

N/A

0DataRank · unranked

19 citations

Marsha Reyngold, Ramesh Paudyal, Jung Hun Oh, Amaresha Shridhar Konar, Eve LoCastro +3 more

Pan-Cancer Prediction of Cell-Line Drug Sensitivity Using Network-Based Methods

International Journal of Molecular Sciences(2022)10.3390/ijms23031074

N/A

0DataRank · unranked

20 citations

Jung Hun Oh, James C. Mathews, Zehor Belkhatir, Caroline Moosmüller, Joseph O. Deasy +2 more

vWCluster: Vector-valued optimal transport for network based clustering using multi-omics data in breast cancer

PLoS ONE(2022)10.1371/journal.pone.0265150

N/A

0DataRank · unranked

9 citations

Jung Hun Oh, Joseph O. Deasy, Allen Tannenbaum, Jiening Zhu

Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics”

International Journal of Molecular Sciences(2022)10.3390/ijms23126610

N/A

0DataRank · unranked

5 citations

Jung Hun Oh, Mingon Kang

Dynamic Network Curvature Analysis of RNA-Seq Data in Sarcoma

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.09.483487

N/A

0DataRank · unranked

0 citations

Jung Hun Oh, Filemon S. Dela Cruz, Joseph O. Deasy, Andrew L. Kung, Allen Tannenbaum +1 more

Dynamic Network Curvature Analysis of Gene Expression Reveals Novel Potential Therapeutic Targets in Sarcoma

Research Square(2022)10.21203/rs.3.rs-1898863/v1

N/A

0DataRank · unranked

0 citations

Rena Elkin, Jung Hun Oh, Filemon S. Dela Cruz, Larry Norton, Joseph O. Deasy +2 more

Prediction of Breast Cancer Treatment–Induced Fatigue by Machine Learning Using Genome-Wide Association Data

JNCI Cancer Spectrum(2020)10.1093/jncics/pkaa039

N/A

0DataRank · unranked

21 citations

Joseph O. Deasy, Jung Hun Oh, Antonio Di Meglio, Agnès Dumas, Gwenn Menvielle +18 more

Preoperative 18 F-FDG PET/CT and CT radiomics for identifying aggressive histopathological subtypes in early stage lung adenocarcinoma

Computational and Structural Biotechnology Journal(2023)10.1016/j.csbj.2023.11.008

N/A

0DataRank · unranked

15 citations

Chia‐Ju Liu, Sadegh Alam, Jung Hun Oh, Raj G. Vaghjiani, John L. Humm +5 more

Predicting the germline dependence of hematuria risk in prostate cancer radiotherapy patients

Radiotherapy and Oncology(2023)10.1016/j.radonc.2023.109723

N/A

0DataRank · unranked

9 citations

Sangkyu Lee, Maria Thor, Barry S. Rosenstein, Allen Tannenbaum, Sarah L. Kerns +2 more

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

Frontiers in Neurology(2020)10.3389/fneur.2020.00402

N/A

0DataRank · unranked

19 citations

Eve LoCastro, Ramesh Paudyal, Jung Hun Oh, Neil K. Taunk, Akash Shah +7 more

Improved prediction of drug-induced liver injury literature using natural language processing and machine learning methods

Frontiers in Genetics(2023)10.3389/fgene.2023.1161047

N/A

0DataRank · unranked

4 citations

Allen Tannenbaum, Joseph O. Deasy, Jung Hun Oh

Dynamic Network Curvature Analysis of Gene Expression Reveals Novel Potential Therapeutic Targets in Sarcoma

Research Square(2023)10.21203/rs.3.rs-1898863/v2

N/A

0DataRank · unranked

3 citations

Jung Hun Oh, Filemon S. Dela Cruz, Larry Norton, Joseph O. Deasy, Andrew L. Kung +2 more

Tumor immune infiltrates and overall survival in non-small cell lung cancer are associated with an unsupervised radiomic signature.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.e20525

N/A

0DataRank · unranked

0 citations

Harini Veeraraghavan, Aditya Apte, Allen Tannenbaum, Joseph O. Deasy, Jung Hun Oh

Wasserstein HOG: Local Directionality Extraction via Optimal Transport

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3325295

N/A

0DataRank · unranked

0 citations

Harini Veeraraghavan, Jue Jiang, Jung Hun Oh, Larry Norton, Joseph O. Deasy +2 more

Optimal Transport for Kernel Gaussian Mixture Models

arXiv (Cornell University)(2023)10.48550/arxiv.2310.18586

N/A

0DataRank · unranked

0 citations

Rena Elkin, Anish K. Simhal, Jie-Ning Zhu, Joseph O. Deasy, Allen Tannenbaum +1 more

Multi-modality imaging parameters that predict rapid tumor regression in head and neck radiotherapy

Physics and Imaging in Radiation Oncology(2024)10.1016/j.phro.2024.100603

N/A

0DataRank · unranked

3 citations

Ramesh Paudyal, Bill H. Diplas, James E. Han, Yu‐Chi Hu, Jung Hun Oh +9 more

Highly accurate diagnosis of papillary thyroid carcinomas based on personalized pathways coupled with machine learning

Briefings in Bioinformatics(2020)10.1093/bib/bbaa336

N/A

0DataRank · unranked

21 citations

Seong Hoon Kim, Jung Hun Oh, Sung Young Kim, Kyoung Sik Park

NetFlow: A Framework to Explore Topological Representations of High-Dimensional Biomedical Data

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.24.683878

N/A

0DataRank · unranked

0 citations

Jung Hun Oh, Anish K. Simhal, Joseph O. Deasy, Rena Elkin

Radiomic clustering using graph network techniques coupled with unbalanced optimal transport

Computational and Structural Biotechnology Journal(2025)10.1016/j.csbj.2025.10.066

N/A

0DataRank · unranked

1 citations

Aditya Apte, Harini Veeraraghavan, Jiening Zhu, Amita Shukla‐Dave, Joseph O. Deasy +1 more

Biological correlates associated with high-risk breast cancer patients identified using a computational method

npj Breast Cancer(2025)10.1038/s41523-025-00725-y

N/A

0DataRank · unranked

1 citations

Fresia Pareja, Rena Elkin, Kaiming Xu, Larry Norton, Joseph O. Deasy +1 more

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

Cancers(2021)10.3390/cancers13174319

N/A

0DataRank · unranked

8 citations

Eve LoCastro, Marsha Reyngold, Richard Kinh Gian, Amaresha Shridhar Konar, Jung Hun Oh +5 more

A Vectorial Approach to Unbalanced Optimal Mass Transport

IEEE Access(2020)10.1109/access.2020.3038567

N/A

0DataRank · unranked

2 citations

Rena Elkin, Jung Hun Oh, Joseph O. Deasy, Allen Tannenbaum, Jiening Zhu

Jung Hun Oh

Indexed papers

Top data-sharing exemplar

Papers