Joseph O. Deasy

Also affiliated with Kettering University

Physics and AstronomyMedicine

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

4.5Author DataRank

Indexed papers

4in 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 4 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 87 papers — median percentile 63. 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

Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine

Nature Reviews Clinical Oncology(2025)10.1038/s41571-025-01067-1

N/A

1.2DataRank · unranked

41 citations

Henry C. Woodruff, Shruti Atul Mali, Xian Zhong, Sheng Kuang, Elizaveta Lavrova +16 more

Mapping the Single-Cell Differentiation Landscape of Osteosarcoma

Clinical Cancer Research(2024)10.1158/1078-0432.ccr-24-0563

N/A

0.731DataRank · unranked

29 citations

Corey Weistuch, Kevin A. Murgas, Prasad Admane, Bridgette L. King, Jes Chauviere Lee +12 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

Radiation pneumonitis in lung cancer patients treated with chemoradiation plus durvalumab

Cancer Medicine(2020)10.1002/cam4.3113

N/A

0.626DataRank · unranked

64 citations

Maria Thor, Annemarie F. Shepherd, Michael Offin, Andrew Jackson, Abraham J. Wu +9 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

The Use of Normal Tissue Complication Probability (NTCP) Models in the Clinic

UNC Libraries(2020)10.17615/gthy-d841

N/A

0.493DataRank · unranked

5 citations

Jiho Nam, Randall K. Ten Haken, Avraham Eisbruch, Ellen Yorke, Joseph O. Deasy +4 more

Prospectively-validated deep learning model for segmenting swallowing and chewing structures in CT

Physics in Medicine and Biology(2021)10.1088/1361-6560/ac4000

N/A

0.483DataRank · unranked

24 citations

Maria Thor, Ifeanyirochukwu Onochie, Jennifer Hesse, Kaveh Zakeri, Eve LoCastro +7 more

Long-term p21 and p53 dynamics regulate the frequency of mitosis events and cell cycle arrest following radiation damage

Cell Death and Differentiation(2022)10.1038/s41418-022-01069-x

N/A

0.464DataRank · unranked

21 citations

Christopher J. Tralie, José Reyes, Caroline Moosmüller, Zehor Belkhatir, Ioannis G. Kevrekidis +4 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

Stereotactic Body Radiation Therapy for Stage IIA to IIIA Inoperable Non-Small Cell Lung Cancer: A Phase 1 Dose-Escalation Trial

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.12.018

N/A

0.369DataRank · unranked

6 citations

Daphna Y. Gelblum, Abraham J. Wu, Annemarie F. Shepherd, Boris Mueller, Siyuan Zhang +17 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

External validation of pulmonary radiotherapy toxicity models for ultracentral lung tumors

Clinical and Translational Radiation Oncology(2022)10.1016/j.ctro.2022.10.012

Top 55%

0.303DataRank

Top 55%4 citations

Abraham J. Wu, Andrew Jackson, Purvi Patel, Lian Sun, Angela Ng +7 more

“Primer shot” fractionation with an early treatment break is theoretically superior to consecutive weekday fractionation schemes for early-stage non-small cell lung cancer

Radiotherapy and Oncology(2023)10.1016/j.radonc.2023.110006

N/A

0.241DataRank · unranked

4 citations

Jeho Jeong, Andreas Rimner, N.Y. Lee, W. Andrew Jackson, A. Fu +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

Auto-segmentation of neck nodal metastases using self-distilled masked image transformer on longitudinal MR images

BJR|Artificial Intelligence(2024)10.1093/bjrai/ubae004

N/A

0.208DataRank · unranked

3 citations

Jue Jiang, James E. Han, Bill H. Diplas, Nadeem Riaz, Vaios Hatzoglou +5 more

Stochastic Norton–Simon–Massagué Tumor Growth Modeling: Controlled and Mixed-Effect Uncontrolled Analysis

IEEE Transactions on Control Systems Technology(2020)10.1109/tcst.2020.2975141

N/A

0.208DataRank · unranked

3 citations

Michele Pavon, James C. Mathews, Maryam Pouryahya, Joseph O. Deasy, Larry Norton +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

The Maximum Entropy Principle For Compositional Data

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.06.07.495074

N/A

0.104DataRank · unranked

1 citations

Jiening Zhu, Joseph O. Deasy, Allen Tannenbaum, Corey Weistuch

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

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

Portable framework to deploy deep learning segmentation models for medical images

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.03.17.435903

N/A

0DataRank · unranked

2 citations

Eve LoCastro, Aditya Apte, Harini Veeraraghavan, Joseph O. Deasy, Aditi Iyer

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

0DataRank · unranked

2 citations

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

In Reply to Sabour

International Journal of Radiation Oncology*Biology*Physics(2021)10.1016/j.ijrobp.2021.02.039

N/A

0DataRank · unranked

1 citations

Pengpeng Zhang, Siyuan Zhang, Andreas Rimner, Neelam Tyagi, Yu‐Chi Hu +5 more

Long-term p21 and p53 trends regulate the frequency of mitosis events and cell cycle arrest

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.17.456721

N/A

0DataRank · unranked

0 citations

Christopher J. Tralie, Caroline Moosmüller, Zehor Belkhatir, José Reyes, Arnold J. Levine +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

The maximum entropy principle for compositional data

BMC Bioinformatics(2022)10.1186/s12859-022-05007-z

N/A

0DataRank · unranked

8 citations

Jiening Zhu, Joseph O. Deasy, Allen Tannenbaum, Corey Weistuch

Multi-omic integrated curvature study on pan-cancer genomic data

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.24.485712

N/A

0DataRank · unranked

2 citations

Anh Phong Tran, Joseph O. Deasy, Allen Tannenbaum, Jiening Zhu

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

Automatically tracking brain metastases after stereotactic radiosurgery

Physics and Imaging in Radiation Oncology(2023)10.1016/j.phro.2023.100452

N/A

0DataRank · unranked

18 citations

Åse Ballangrud, Kayla Prezelski, Nathaniel Swinburne, Robert J. Young, Kathryn Beal +4 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

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

0DataRank · unranked

9 citations

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

A model for gastrointestinal tract motility in a 4D imaging phantom of human anatomy

Medical Physics(2023)10.1002/mp.16305

N/A

0DataRank · unranked

8 citations

Paul Segars, Harini Veeraraghavan, Joseph O. Deasy, Neelam Tyagi, Ergys Subashi

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

Automated VMAT treatment planning using sequential convex programming: algorithm development and clinical implementation

Physics in Medicine and Biology(2023)10.1088/1361-6560/ace09e

N/A

0DataRank · unranked

3 citations

Linda Hong, Gourav Jhanwar, Qijie Huang, Ying Zhou, Jie Yang +6 more

ROE (Radiotherapy Outcomes Estimator): An open-source tool for optimizing radiotherapy prescriptions

Computer Methods and Programs in Biomedicine(2023)10.1016/j.cmpb.2023.107833

N/A

0DataRank · unranked

2 citations

Aditya Apte, Ethan Bendau, Maria Thor, Ishita Chen, Jacob Y. Shin +7 more

Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence–Ready Informatics Ecosystem for Radiation Oncology

JCO Clinical Cancer Informatics(2023)10.1200/cci.23.00136

N/A

0DataRank · unranked

1 citations

Michael F. Gensheimer, David A. Jaffray, Daniel A. Pryma, Steve Jiang, Olivier Morin +22 more

Association of Cardiac Dose with Cardiac Events and Survival for Locally Advanced Non-Small Cell Lung Cancer (LA-NSCLC) Treated with Concurrent Chemoradiotherapy (cCRT) in the Era of Immune Checkpoint Inhibitor (ICI) Consolidation

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.06.272

N/A

0DataRank · unranked

1 citations

Sang Ho Lee, Cole Friedes, Michelle Iocolano, K.N. Kim, Lian Duan +15 more

Simulating the Potential of Model-Based Individualized Prescriptions for Ultracentral Lung Tumors

Advances in Radiation Oncology(2023)10.1016/j.adro.2023.101285

N/A

0DataRank · unranked

2 citations

Aditi Iyer, Maria Thor, Abraham J. Wu, Aditya Apte, Andreas Rimner +4 more

Functional transcriptional signatures for tumor-type-agnostic phenotype prediction

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.12.536595

N/A

0DataRank · unranked

6 citations

Kevin A. Murgas, Jiening Zhu, Larry Norton, Ken A. Dill, Allen Tannenbaum +2 more

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

Data from Organoids Reveal That Inherent Radiosensitivity of Small and Large Intestinal Stem Cells Determines Organ Sensitivity

(2023)10.1158/0008-5472.c.6511909

N/A

0DataRank · unranked

0 citations

Mohammad Adileh, Kuo‐Shun Hsu, Guoqiang Hua, Sang Gyu Lee, Christy Li +10 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

A Novel FDG PET and Mean Lung Dose Model to Identify Stage III NSCLC Patients at High Risk of Developing Early Radiation Pneumonitis

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.06.271

N/A

0DataRank · unranked

0 citations

Annemarie F. Shepherd, Aditya Apte, Daphna Y. Gelblum, Abraham J. Wu, Charles B. Simone +6 more

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

Biomarkers associated with pulmonary exacerbations in a randomized trial of nintedanib for radiation pneumonitis

Radiotherapy and Oncology(2024)10.1016/j.radonc.2024.110320

N/A

0DataRank · unranked

2 citations

Xiaojing Huang, Stephanie Lobaugh, Zhigang Zhang, Phillip Wong, Alexander Geyer +10 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

Normal tissue transcriptional signatures for tumor-type-agnostic phenotype prediction

Scientific Reports(2024)10.1038/s41598-024-76625-1

N/A

0DataRank · unranked

2 citations

Kevin A. Murgas, Jiening Zhu, Larry Norton, Ken A. Dill, Allen Tannenbaum +2 more

ASMase is Essential for the Immune Response to Partial-Tumor Radiation Exposure

Cellular Physiology and Biochemistry(2024)10.33594/000000726

N/A

0DataRank · unranked

1 citations

Prerna R. Nepali, James Russell, Hadi Askarifirouzjaei, M. Baltaci, Simon N. Powell +4 more

A Simulation-Free Replacement Solution for Radiation Therapy Immobilization Devices Using Computer Numerical Control (CNC) -Milled Polystyrene Molds

Advances in Radiation Oncology(2024)10.1016/j.adro.2024.101544

N/A

0DataRank · unranked

0 citations

Laszlo Voros, Victoria Yu, D. Michael Lovelock, Sean L. Berry, Lei Zhang +4 more

An Optimal Mass Transport Model for the Analysis of DCE-MRI and its Application to Breast Cancer Treatment Response

medRxiv(2024)10.1101/2024.11.05.24316768

N/A

0DataRank · unranked

0 citations

Wei Huang, Amita Shukla‐Dave, Ramesh Paudyal, Roberto Lo Gullo, Marcelina G. Perez +3 more

Large language model trained on clinical oncology data predicts cancer progression

npj Digital Medicine(2025)10.1038/s41746-025-01780-2

N/A

0DataRank · unranked

21 citations

Hui Lin, Jue Jiang, Abbas J. Jinia, Justin Jee, Karl Pichotta +14 more

Predicting and monitoring response to head and neck cancer radiotherapy using multimodality imaging and radiobiological digital twin simulations

Physics in Medicine and Biology(2025)10.1088/1361-6560/add9de

N/A

0DataRank · unranked

5 citations

Jeho Jeong, Ramesh Paudyal, Milan Grkovski, Bill H. Diplas, James E. Han +8 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

0DataRank · unranked

2 citations

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

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

Predicting the hypoxic volume of head and neck tumors from fluorodeoxyglucose positron emission tomography images using artificial intelligence

Physics and Imaging in Radiation Oncology(2025)10.1016/j.phro.2025.100769

N/A

0DataRank · unranked

0 citations

Milan Grkovski, Heiko Schöder, Aditya Apte, John L. Humm, Nancy Y. Lee +3 more

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

Lymphocyte-Sparing Radiotherapy: The Rationale for Protecting Lymphocyte-rich Organs When Combining Radiotherapy With Immunotherapy

Seminars in Radiation Oncology(2020)10.1016/j.semradonc.2019.12.003

N/A

0DataRank · unranked

109 citations

R. Lieverse, Franziska Eckert, Damiënne Marcus, Cary Oberije, Alexander M.A. van der Wiel +4 more

A machine learning model that classifies breast cancer pathologic complete response on MRI post-neoadjuvant chemotherapy

Breast Cancer Research(2020)10.1186/s13058-020-01291-w

N/A

0DataRank · unranked

99 citations

Natsuko Onishi, Duc Fehr, Brittany Z. Dashevsky, Meredith Sadinski, Katja Pinker +10 more

Cardio-pulmonary substructure segmentation of radiotherapy computed tomography images using convolutional neural networks for clinical outcomes analysis

Physics and Imaging in Radiation Oncology(2020)10.1016/j.phro.2020.05.009

N/A

0DataRank · unranked

55 citations

Alexandra Hotca, Aditya Apte, Andreas Rimner, Joseph O. Deasy, Maria Thor +1 more

Reproducible and Interpretable Spiculation Quantification for Lung Cancer Screening

Computer Methods and Programs in Biomedicine(2020)10.1016/j.cmpb.2020.105839

N/A

0DataRank · unranked

17 citations

Saad Nadeem, Sadegh Alam, Joseph O. Deasy, Allen Tannenbaum, Wei Lü +1 more

The relative biological effectiveness of carbon ion radiation therapy for early stage lung cancer

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.09.027

N/A

0DataRank · unranked

12 citations

Vicki Trier Taasti, Andrew Jackson, Joseph O. Deasy, Jeho Jeong

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

Functional network analysis reveals an immune tolerance mechanism in cancer

Proceedings of the National Academy of Sciences(2020)10.1073/pnas.2002179117

N/A

0DataRank · unranked

18 citations

Saad Nadeem, Maryam Pouryahya, Zehor Belkhatir, Joseph O. Deasy, Arnold J. Levine +2 more

Automated proton treatment planning with robust optimization using constrained hierarchical optimization

Medical Physics(2020)10.1002/mp.14148

N/A

0DataRank · unranked

17 citations

Linda Hong, Joseph O. Deasy, Masoud Zarepisheh, Vicki Trier Taasti

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

Automating proton treatment planning with beam angle selection using Bayesian optimization

Medical Physics(2020)10.1002/mp.14215

N/A

0DataRank · unranked

40 citations

Linda Hong, Jin Sup Shim, Joseph O. Deasy, Masoud Zarepisheh, Vicki Trier Taasti

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

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

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

Radiotherapy Dose–Volume Effects on Salivary Gland Function

UNC Libraries(2020)10.17615/sq6b-2n61

N/A

0DataRank · unranked

1 citations

Jiho Nam, Vitali Moiseenko, Avraham Eisbruch, Joseph O. Deasy, Lawrence B. Marks +1 more

Improving Normal Tissue Complication Probability Models: The Need to Adopt a “Data-Pooling” Culture

UNC Libraries(2020)10.17615/ag3k-br94

N/A

0DataRank · unranked

0 citations

Søren M. Bentzen, Andrew Jackson, Louis S. Constine, Randall K. Ten Haken, Ellen Yorke +3 more

The Lessons of QUANTEC: Recommendations for Reporting and Gathering Data on Dose–Volume Dependencies of Treatment Outcome

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