Caroline Chung

The University of Texas MD Anderson Cancer Center

Computer ScienceMedicine

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 5%percentile

0.476Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation

Radiology Artificial Intelligence(2023)10.1148/ryai.220231

Top 40%

0.476DataRank

Top 40%11 citations

Christopher P. Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y. Huang +11 more

Papers

Driven by 43 papers — median percentile 60. Top paper: “Early prediction of clinical response to checkpoint inhibitor therapy in human solid tumors through mathematical modeling”.

Early prediction of clinical response to checkpoint inhibitor therapy in human solid tumors through mathematical modeling

eLife(2021)10.7554/elife.70130

N/A

0.773DataRank · unranked

20 citations

Geoffrey V Martin, Zhihui Wang, Bruna Corradetti, Mauro Ferrari, Nestor Esnaola +16 more

Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00082-1

N/A

0.708DataRank · unranked

111 citations

Lingzhi Hong, Muhammad Aminu, Natalie I. Vokes, Pingjun Chen, Morteza Salehjahromi +44 more

Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights

Nature Communications(2024)10.1038/s41467-024-47512-0

N/A

0.672DataRank · unranked

87 citations

Muhammad Aminu, Tatiana V. Karpinets, Pingjun Chen, Maliazurina B. Saad, Morteza Salehjahromi +32 more

Synthetic PET from CT improves diagnosis and prognosis for lung cancer: Proof of concept

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101463

N/A

0.546DataRank · unranked

37 citations

Tatiana V. Karpinets, Sheeba J. Sujit, Mohamed Qayati, Pingjun Chen, Muhammad Aminu +32 more

Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation

Radiology Artificial Intelligence(2023)10.1148/ryai.220231

Top 40%

0.476DataRank

Top 40%11 citations

Christopher P. Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y. Huang +11 more

Causal AI-based clinical and radiomic analysis for optimizing patient selection in combined immunotherapy and SABR in early-stage NSCLC: a secondary analysis of the phase II I-SABR trial

Journal for ImmunoTherapy of Cancer(2025)10.1136/jitc-2025-013074

N/A

0.241DataRank · unranked

4 citations

Eman Showkatian, Vivek Verma, Qasem Al-Tashi, Muhammad Aminu, Xinyan Xu +17 more

Translational modeling-based evidence for enhanced efficacy of standard-of-care drugs in combination with anti-microRNA-155 in non-small-cell lung cancer

medRxiv(2024)10.1101/2024.03.14.24304306

N/A

0.165DataRank · unranked

2 citations

Vrushaly Shinglot, Javier Ruiz-Ramírez, Joseph Cave, Joseph D. Butner, Carmine Schiavone +9 more

Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple Negative Breast Cancer

medRxiv(2021)10.1101/2021.10.19.21265154

N/A

0DataRank · unranked

2 citations

Javier Ruiz-Ramírez, Joseph D. Butner, María J. Peláez, Caroline Chung, Anupama Hooda-Nehra +7 more

Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology

Biophysics Reviews(2022)10.1063/5.0086789

N/A

0DataRank · unranked

125 citations

Guillermo Lorenzo, David A. Hormuth, Ernesto A. B. F. Lima, Kalina P. Slavkova, Julie C. DiCarlo +6 more

Mathematical modeling of cancer immunotherapy for personalized clinical translation

Nature Computational Science(2022)10.1038/s43588-022-00377-z

N/A

0DataRank · unranked

67 citations

Prashant Dogra, Caroline Chung, Renata Pasqualini, Wadih Arap, John Lowengrub +3 more

Changes in outcomes and factors associated with survival in melanoma patients with brain metastases

Neuro-Oncology(2022)10.1093/neuonc/noac251

N/A

0DataRank · unranked

22 citations

Denái R. Milton, Alicia Bea Davies, Elizabeth Sirmans, Chantal Saberian, Eliza Posada +22 more

Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer

Pharmaceutical Research(2022)10.1007/s11095-022-03176-3

N/A

0DataRank · unranked

26 citations

Javier Ruiz-Ramírez, Joseph D. Butner, María J. Peláez, Caroline Chung, Anupama Hooda-Nehra +7 more

Hypothetical generalized framework for a new imaging endpoint of therapeutic activity in early phase clinical trials in brain tumors

Neuro-Oncology(2022)10.1093/neuonc/noac086

N/A

0DataRank · unranked

23 citations

Elizabeth R. Gerstner, Andrew B. Lassman, Caroline Chung, Howard Colman, Patricia E. Cole +21 more

Dedifferentiation-mediated stem cell niche maintenance in early-stage ductal carcinoma in situ progression: insights from a multiscale modeling study

Cell Death and Disease(2022)10.1038/s41419-022-04939-x

N/A

0DataRank · unranked

17 citations

Prashant Dogra, Caroline Chung, Javier Ruiz-Ramírez, Sara Nizzero, Marija Plodinec +8 more

A Prospective Study of Conventionally Fractionated Dose Constraints for Reirradiation of Primary Brain Tumors in Adults

Practical Radiation Oncology(2022)10.1016/j.prro.2022.12.006

N/A

0DataRank · unranked

9 citations

Dershan Luo, Jason M. Johnson, Kham Nguyen, Jing Li, Mary Frances McAleer +10 more

Habitat Imaging Biomarkers for Diagnosis and Prognosis in Cancer Patients Infected with COVID-19

Cancers(2022)10.3390/cancers15010275

N/A

0DataRank · unranked

11 citations

Divya Yadav, Lingzhi Hong, Elliana Young, Paul Edelkamp, Maliazurina B. Saad +23 more

Brain Radiation Necrosis Outside the Target Volume After Proton Radiation Therapy: Analyses of Multiparametric Imaging and Proton Biologic Effectiveness

Advances in Radiation Oncology(2022)10.1016/j.adro.2022.101044

N/A

0DataRank · unranked

5 citations

Ahmad Amer, Swapnil Khose, David B. Flint, Antony Adair, Pablo Yepes +4 more

Predictive Radiation Oncology – A New NCI–DOE Scientific Space and Community

Radiation Research(2022)10.1667/rade-22-00012.1

N/A

0DataRank · unranked

8 citations

David A. Jaffray, Demba Ba, Lynn L. Borkon, Christine Chalk, Caroline Chung +17 more

Paradoxical Association Between Relative Cerebral Blood Volume Dynamics Following Chemoradiation and Increased Progression-Free Survival in Newly Diagnosed IDH Wild-Type MGMT Promoter Methylated Glioblastoma With Measurable Disease

Frontiers in Oncology(2022)10.3389/fonc.2022.849993

N/A

0DataRank · unranked

5 citations

Akifumi Hagiwara, Jingwen Yao, Catalina Raymond, Christian Ong, Rojin Bakhti +17 more

Protocol for mathematical prediction of patient response and survival to immune checkpoint inhibitor immunotherapy

STAR Protocols(2022)10.1016/j.xpro.2022.101886

N/A

0DataRank · unranked

1 citations

Maguy Farhat, Vittorio Cristini, Caroline Chung, Zhihui Wang, Joseph D. Butner

National Cancer Institute Collaborative Workshop on Shaping the Landscape of Brain Metastases Research: challenges and recommended priorities

The Lancet Oncology(2023)10.1016/s1470-2045(23)00297-8

N/A

0DataRank · unranked

39 citations

Minesh P. Mehta, Dee Dee Smart, Patricia S. Steeg, Julie A. Hong, Michael Graham Espey +39 more

Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO)

JCO Clinical Cancer Informatics(2023)10.1200/cci.22.00177

N/A

0DataRank · unranked

9 citations

Syed Amaan Abidi, Mina Mousa, Mahati Mokkarala, Isabelle Hren, Divya Yadav +10 more

Postoperative Management of Recurrence After Radiosurgery and Surgical Resection for Brain Metastases and Predicting Benefit From Adjuvant Radiation

Practical Radiation Oncology(2023)10.1016/j.prro.2023.05.010

N/A

0DataRank · unranked

9 citations

Benjamin Tran, James P. Long, Dershan Luo, Dima Suki, Jing Li +3 more

Heterogenous lung inflammation CT patterns distinguish pneumonia and immune checkpoint inhibitor pneumonitis and complement blood biomarkers in acute myeloid leukemia: proof of concept

Frontiers in Immunology(2023)10.3389/fimmu.2023.1249511

N/A

0DataRank · unranked

9 citations

Naval Daver, Myrna C. B. Godoy, Girish S. Shroff, Carol C. Wu, Luis F. Torre-Sada +19 more

Interstitial lung abnormalities after hospitalization for COVID‐19 in patients with cancer: A prospective cohort study

Cancer Medicine(2023)10.1002/cam4.6396

N/A

0DataRank · unranked

4 citations

Christopher Bertini, Isabel Mira‐Avendano, Maryam Kaous, Bela Patel, Saadia A. Faiz +23 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

Response of treatment-naive brain metastases to stereotactic radiosurgery

Nature Communications(2024)10.1038/s41467-024-47998-8

N/A

0DataRank · unranked

27 citations

Christina Abi Faraj, Thomas H. Beckham, Jeffrey S. Weinberg, Clark R. Andersen, Ali S. Haider +24 more

Translational modeling-based evidence for enhanced efficacy of standard-of-care drugs in combination with anti-microRNA-155 in non-small-cell lung cancer

Molecular Cancer(2024)10.1186/s12943-024-02060-5

N/A

0DataRank · unranked

24 citations

Vrushaly Shinglot, Javier Ruiz-Ramírez, Joseph Cave, Joseph D. Butner, Carmine Schiavone +9 more

Evaluating the relationship between magnetic resonance image quality metrics and deep learning‐based segmentation accuracy of brain tumors

Medical Physics(2024)10.1002/mp.17059

N/A

0DataRank · unranked

11 citations

Adrian Celaya, Joshua P. Yung, James P. Long, Satish E. Viswanath, Daniel S. Marcus +3 more

Hybridizing mechanistic modeling and deep learning for personalized survival prediction after immune checkpoint inhibitor immunotherapy

npj Systems Biology and Applications(2024)10.1038/s41540-024-00415-8

N/A

0DataRank · unranked

11 citations

Prashant Dogra, Caroline Chung, Eugene J. Koay, James W. Welsh, David S. Hong +3 more

Diagnostic Confidence of Contrast-Enhanced T1-Weighted MRI for the Detection of Brain Metastases: 3D FSE versus 3D GRE–Based Sequences

American Journal of Neuroradiology(2024)10.3174/ajnr.a8590

N/A

0DataRank · unranked

4 citations

Nathan Chasen, James P. Long, Vinodh A. Kumar, Komal Shah, Melissa Chen +9 more

Hybridizing mechanistic mathematical modeling with deep learning methods to predict individual cancer patient survival after immune checkpoint inhibitor therapy

Research Square(2024)10.21203/rs.3.rs-4151883/v1

N/A

0DataRank · unranked

1 citations

Prashant Dogra, Caroline Chung, Eugene J. Koay, James W. Welsh, David S. Hong +3 more

MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework

arXiv (Cornell University)(2024)10.48550/arxiv.2407.21343

N/A

0DataRank · unranked

1 citations

Evan Lim, Rachel Glenn, Brayden Mi, Alex Balsells, Schellingerhout, Dawid +5 more

Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine

npj Digital Medicine(2025)10.1038/s41746-025-01447-y

N/A

0DataRank · unranked

72 citations

Andrea Hawkins‐Daarud, Anirban Chaudhuri, Deen Osman, Ahmad Bahai, David Paydarfar +4 more

A critical assessment of artificial intelligence in magnetic resonance imaging of cancer

npj Imaging(2025)10.1038/s44303-025-00076-0

N/A

0DataRank · unranked

13 citations

Meryem Abbad Andaloussi, David A. Hormuth, Ernesto A. B. F. Lima, Guillermo Lorenzo, Casey E. Stowers +8 more

Consensus recommendations for a dynamic susceptibility contrast MRI protocol for use in high-grade gliomas

Neuro-Oncology(2020)10.1093/neuonc/noaa141

N/A

0DataRank · unranked

195 citations

C. Chad Quarles, Leland Hu, Bradley J. Erickson, Elizabeth R. Gerstner, Marion Smits +26 more

Prospective phase II clinical trial of molecular glioblastoma (historical grade 2 and 3 IDH wildtype gliomas) preliminary novel exploratory analyses

Journal of Neuro-Oncology(2025)10.1007/s11060-025-05269-6

N/A

0DataRank · unranked

0 citations

Benjamin T. Whitfield, Ruitao Lin, Chinenye Lynette Ejezie, Todd A. Swanson, Thomas H. Beckham +31 more

A prospective parallel design study testing non-inferiority of customized oral stents made using 3D printing or manually fabricated methods

Oral Oncology(2020)10.1016/j.oraloncology.2020.104665

N/A

0DataRank · unranked

14 citations

Eugene J. Koay, Nimit Bajaj, Ryan Mathew, Lianchun Xiao, Anshuman Agrawal +16 more

Provider Engagement in Radiation Oncology Data Science: Workshop Report

JCO Clinical Cancer Informatics(2020)10.1200/cci.20.00051

N/A

0DataRank · unranked

4 citations

Sanjay Aneja, Clifton D. Fuller, Adam P. Dicker, Caroline Chung, Erika Kim +15 more

Nucleus-mitochondria positive feedback loop formed by ERK5 S496 phosphorylation-mediated poly (ADP-ribose) polymerase activation provokes persistent pro-inflammatory senescent phenotype and accelerates coronary atherosclerosis after chemo-radiation

Redox Biology(2021)10.1016/j.redox.2021.102132

N/A

0DataRank · unranked

35 citations

Aijun Zhang, Masaki Imanishi, Kyung Ae Ko, Steven H. Lin, Young Jin Gi +30 more

A mathematical model for the quantification of a patient’s sensitivity to checkpoint inhibitors and long-term tumour burden

Nature Biomedical Engineering(2021)10.1038/s41551-020-00662-0

N/A

0DataRank · unranked

49 citations

Zhihui Wang, Dalia Elganainy, Karine A. Al Feghali, Marija Plodinec, George A. Calin +11 more

Stability of MRI contrast agents in high-energy radiation of a 1.5T MR-Linac

Radiotherapy and Oncology(2021)10.1016/j.radonc.2021.05.023

N/A

0DataRank · unranked

18 citations

Travis C. Salzillo, Yongying Jiang, Yuri Mackeyev, Clifton D. Fuller, Caroline Chung +7 more

Early prediction of clinical response to checkpoint inhibitor therapy in human solid tumors through mathematical modeling

medRxiv(2021)10.1101/2021.05.10.21256419

N/A

0DataRank · unranked

3 citations

Geoffrey V. Martin, Zhihui Wang, Bruna Corradetti, Mauro Ferrari, Nestor F. Esnaola +16 more

Caroline Chung

Indexed papers

Top data-sharing exemplar

Papers