Carlos Cárdenas

University of Alabama at Birmingham Hospital

Also affiliated with University of Alabama at Birmingham

Computer ScienceMedicinePhysics and Astronomy

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 3%percentile

1.0Author 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.

Training deep‐learning segmentation models from severely limited data

Medical Physics(2021)10.1002/mp.14728

Top 20%

1.0DataRank

Top 20%18 citations

Dong Joo Rhee, Carlos Cárdenas, Laurence E. Court, Jinzhong Yang, Yao Zhao

Papers

Driven by 42 papers — median percentile 80. Top paper: “Training deep‐learning segmentation models from severely limited data”.

Training deep‐learning segmentation models from severely limited data

Medical Physics(2021)10.1002/mp.14728

Top 20%

1.0DataRank

Top 20%18 citations

Dong Joo Rhee, Carlos Cárdenas, Laurence E. Court, Jinzhong Yang, Yao Zhao

Clinical acceptability of fully automated external beam radiotherapy for cervical cancer with three different beam delivery techniques

Medical Physics(2022)10.1002/mp.15868

N/A

0.645DataRank · unranked

18 citations

Anuja Jhingran, Kai Huang, Tucker Netherton, Nazia Fakie, Ingrid White +14 more

Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.05.023

N/A

0.529DataRank · unranked

33 citations

Peter Hanula, Lisanne V. van Dijk, Baher Elgohari, Abdallah Mohamed, Carlos Cárdenas +5 more

Prospective Evaluation of Automated Contouring for CT-Based Brachytherapy for Gynecologic Malignancies

Advances in Radiation Oncology(2023)10.1016/j.adro.2023.101417

N/A

0.373DataRank · unranked

11 citations

Zohaib Iqbal, R Cardan, Richard A. Popple, Dennis N. Stanley, Sui Shen +6 more

Patterns of Failure After Intensity Modulated Radiation Therapy in Head and Neck Squamous Cell Carcinoma of Unknown Primary: Implication of Elective Nodal and Mucosal Dose Coverage

Advances in Radiation Oncology(2020)10.1016/j.adro.2020.04.025

N/A

0.360DataRank · unranked

10 citations

Abdallah Mohamed, Clifton D. Fuller, Erich M. Sturgis, Faye M. Johnson, William H. Morrison +12 more

Quantitative Evaluation of apparent diffusion coefficient in a large multi-unit institution using the QIBA diffusion phantom

medRxiv(2020)10.1101/2020.09.09.20191403

N/A

0.345DataRank · unranked

9 citations

Yao Ding, Ken‐Pin Hwang, Carlos Cárdenas, H Ai, Clifton D. Fuller +2 more

Fully-automated, CT-only GTV contouring for palliative head and neck radiotherapy

Scientific Reports(2023)10.1038/s41598-023-48944-2

N/A

0.312DataRank · unranked

7 citations

Carlos Cárdenas, Callistus Nguyen, Tucker Netherton, Cenji Yu, Yao Zhao +10 more

A deep-learning-based dose verification tool utilizing fluence maps for a cobalt-60 compensator-based intensity-modulated radiation therapy system

Physics and Imaging in Radiation Oncology(2023)10.1016/j.phro.2023.100440

N/A

0.269DataRank · unranked

5 citations

Mary Gronberg, Tucker Netherton, Bishwambhar Sengupta, Carlos Cárdenas, Laurence E. Court +2 more

Quantifying the Effect of 4-Dimensional Computed Tomography–Based Deformable Dose Accumulation on Representing Radiation Damage for Patients with Locally Advanced Non-Small Cell Lung Cancer Treated with Standard-Fractionated Intensity-Modulated Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.07.016

N/A

0.269DataRank · unranked

5 citations

Guillaume Cazoulat, Carol C. Wu, Stina Svensson, Lusmeralis Almodovar-Abreu, B. Rigaud +12 more

ADAPT‐marketplace – A web‐application for XML‐based template sharing in radiation oncology

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70148

N/A

0.165DataRank · unranked

2 citations

Joseph Harms, Gaurav N. Rathi, Joel A. Pogue, Ritish Nedunoori, John B. Fiveash +3 more

Quantitative evaluation of apparent diffusion coefficient in a large multi-unit institution

Physics and Imaging in Radiation Oncology(2025)10.1016/j.phro.2025.100856

N/A

0.104DataRank · unranked

1 citations

Yao Ding, Ken‐Pin Hwang, Carlos Cárdenas, H Ai, Lucas McCullum +4 more

Circulating tumour cell and cell-free DNA kinetics during radiotherapy in patients with intact head and neck squamous cell carcinoma

medRxiv(2020)10.1101/2020.10.13.20211516

N/A

0.104DataRank · unranked

1 citations

Carolyn Hall, Salyna Meas, Vanessa N. Sarli, Houda Bahig, Carlos Cárdenas +19 more

Deep learning–based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers

Medical Physics(2023)10.1002/mp.16735

N/A

0DataRank · unranked

15 citations

Anuja Jhingran, Tucker Netherton, Skylar Gay, Carlos Cárdenas, Christine Chung +14 more

Deep Learning–Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans

Practical Radiation Oncology(2023)10.1016/j.prro.2022.12.003

N/A

0DataRank · unranked

55 citations

Beth M. Beadle, Adam S. Garden, Heath D. Skinner, Skylar Gay, Tucker Netherton +18 more

Investigation of autosegmentation techniques on T2‐weighted MRI for off‐line dose reconstruction in MR‐linac workflow for head and neck cancers

Medical Physics(2023)10.1002/mp.16582

N/A

0DataRank · unranked

13 citations

Carlos Cárdenas, Nicolette O’Connell, Sara Ahmed, Mohamed A. Naser, Kareem A. Wahid +15 more

Commissioning and dosimetric validation of a novel compensator‐based Co‐60 IMRT system for evaluating suitability to automated treatment planning

Medical Physics(2023)10.1002/mp.16423

N/A

0DataRank · unranked

4 citations

Bishwambhar Sengupta, Adenike Olanrewaju, Lifei Zhang, Sajeesh S Nair, Tamilarasan Mani +7 more

Cobalt compensator-based IMRT device: A treatment planning study of head and neck cases

Physica Medica(2023)10.1016/j.ejmp.2023.102526

N/A

0DataRank · unranked

4 citations

Kyuhak Oh, Patricia A. Sponseller, Peter Zaki, Boryana M. Eastman, Tru-Khang T. Dinh +5 more

Parametric delineation uncertainties contouring (PDUC) modeling on CT scans of prostate cancer patients

Journal of Applied Clinical Medical Physics(2023)10.1002/acm2.13970

N/A

0DataRank · unranked

1 citations

Lizhong Liu, Carlos Cárdenas, Sean Maroongroge, Brian De, Daniel El Basha +3 more

Evolving Horizons in Radiotherapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification

arXiv (Cornell University)(2023)10.48550/arxiv.2310.10867

N/A

0DataRank · unranked

1 citations

Carlos Cárdenas, Barbara Marquez, Tucker Netherton, Benjamin H. Kann, Laurence E. Court +6 more

A real-time contouring feedback tool for consensus-based contour training

Frontiers in Oncology(2023)10.3389/fonc.2023.1204323

N/A

0DataRank · unranked

0 citations

Callistus Nguyen, Raymond Fang, Laurence E. Court, Carlos Cárdenas, Dong Joo Rhee +13 more

Clinical Implementation and Evaluation of Automated Contouring for Breast Malignancies

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.06.1652

N/A

0DataRank · unranked

0 citations

Ruth C. Travis, Carlos Cárdenas, M. Soike, H. Boggs, A. Bonner

Knowledge-based planning, multicriteria optimization, and plan scorecards: A winning combination

Radiotherapy and Oncology(2024)10.1016/j.radonc.2024.110598

N/A

0DataRank · unranked

17 citations

R Cardan, Joseph Harms, Eric Simiele, Richard A. Popple, Carlos Cárdenas

Quantitative Assessment of Full-Time Equivalent Effort for Kilovoltage-Cone Beam Computed Tomography Guided Online Adaptive Radiation Therapy for Medical Physicists

Practical Radiation Oncology(2024)10.1016/j.prro.2024.08.007

N/A

0DataRank · unranked

12 citations

Kristen McConnell, Joseph Harms, Joel A. Pogue, Xenia Ray, Eric Laugeman +4 more

Evolving Horizons in Radiation Therapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification

Advances in Radiation Oncology(2024)10.1016/j.adro.2024.101521

N/A

0DataRank · unranked

7 citations

Carlos Cárdenas, Barbara Marquez, Tucker Netherton, Benjamin H. Kann, Laurence E. Court +6 more

nnUNet for Automatic Kidney and Cyst Segmentation in Autosomal DominantPolycystic Kidney Disease

Current Medical Imaging Formerly Current Medical Imaging Reviews(2024)10.2174/0115734056272767231130110017

N/A

0DataRank · unranked

4 citations

Emma Schmidt, Ezinwanne Onuoha, Michal Mrug, Carlos Cárdenas, Harrison Kim +1 more

UNet++ Compression Techniques for Kidney and Cyst Segmentation in Autosomal Dominant Polycystic Kidney Disease

Advanced Biomedical Engineering(2024)10.14326/abe.13.134

N/A

0DataRank · unranked

1 citations

Emma Schmidt, Ezinwanne Onuoha, Michal Mrug, Carlos Cárdenas, Harrison Kim +1 more

NRG Oncology Assessment of Artificial Intelligence for Automatic Treatment Planning in Radiation Therapy Clinical Trials: Present and Future

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2025.03.045

N/A

0DataRank · unranked

10 citations

Yi Rong, Qingrong Wu, Carlos Cárdenas, Laurence E. Court, William T. Hrinivich +7 more

Assessing Dosimetric Benefits of Cone Beam Computed Tomography-Guided Online Adaptive Radiation Treatment Frequencies for Lung Cancer

Advances in Radiation Oncology(2025)10.1016/j.adro.2025.101740

N/A

0DataRank · unranked

5 citations

Joseph Harms, Drexell H. Boggs, Adam J. Kole, Richard A. Popple, Dennis N. Stanley +6 more

Assessing quantitative performance and expert review of multiple deep learning-based frameworks for computed tomography-based abdominal organ auto-segmentation

Intelligent Oncology(2025)10.1016/j.intonc.2025.03.003

N/A

0DataRank · unranked

3 citations

Joel A. Pogue, M. Soike, Neil T. Pfister, Rojymon Jacob, Carlos Cárdenas +1 more

Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.10.005

N/A

0DataRank · unranked

79 citations

Beth M. Beadle, Adam S. Garden, Heath D. Skinner, Jinzhong Yang, Dong Joo Rhee +6 more

Intentional creation of suboptimal, realistic dose distributions

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70305

N/A

0DataRank · unranked

0 citations

Mary Gronberg, Raymond Mumme, Beth M. Beadle, Anuja Jhingran, Tze Yee Lim +10 more

Comparison of tumor delineation using dual energy computed tomography versus magnetic resonance imaging in head and neck cancer re-irradiation cases

Physics and Imaging in Radiation Oncology(2020)10.1016/j.phro.2020.04.001

N/A

0DataRank · unranked

19 citations

Carlos Cárdenas, Hesham Elhalawani, Courtney Pollard, Baher Elgohari, Penny Fang +16 more

Automatic Verification of Beam Apertures for Cervical Cancer Radiation Therapy

Practical Radiation Oncology(2020)10.1016/j.prro.2020.05.001

N/A

0DataRank · unranked

18 citations

Carlos Cárdenas, Brian Anderson, Lifei Zhang, Anuja Jhingran, Hannah Simonds +6 more

Head and neck cancer patient images for determining auto‐segmentation accuracy in T2‐weighted magnetic resonance imaging through expert manual segmentations

Medical Physics(2020)10.1002/mp.13942

N/A

0DataRank · unranked

41 citations

Abdallah Mohamed, Jinzhong Yang, Mark J. Gooding, Harini Veeraraghavan, Jayashree Kalpathy–Cramer +7 more

Automated Radiation Treatment Planning for Cervical Cancer

Seminars in Radiation Oncology(2020)10.1016/j.semradonc.2020.05.006

N/A

0DataRank · unranked

33 citations

Anuja Jhingran, Kelly Kisling, Carlos Cárdenas, Hannah Simonds, Laurence E. Court +1 more

Automated Contouring of Contrast and Noncontrast Computed Tomography Liver Images With Fully Convolutional Networks

Advances in Radiation Oncology(2020)10.1016/j.adro.2020.04.023

N/A

0DataRank · unranked

30 citations

Ethan Y. Lin, Carlos Cárdenas, Dustin A. Gress, William D. Erwin, Bruno C. Odisio +3 more

Dose–volume correlates of the prevalence of patient-reported trismus in long-term survivorship after oropharyngeal IMRT: A cross-sectional dosimetric analysis

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.04.053

N/A

0DataRank · unranked

27 citations

Crosby D. Rock, Stephen R. Grant, Jhankruti Zaveri, R. Granberry, Barrett O’Donnell +11 more

18FDG Positron Emission Tomography Mining for Metabolic Imaging Biomarkers of Radiation-induced Xerostomia in Patients with Oropharyngeal Cancer

medRxiv(2020)10.1101/2020.05.17.20104737

N/A

0DataRank · unranked

7 citations

Carlos Cárdenas, Stefania Volpe, Souptik Barua, Sonja Stieb, Calvin B. Rock +17 more

Clinical Acceptability of Automated Radiation Treatment Planning for Head and Neck Cancer Using the Radiation Planning Assistant

Practical Radiation Oncology(2021)10.1016/j.prro.2020.12.003

N/A

0DataRank · unranked

40 citations

Laurence E. Court, Lifei Zhang, Komeela Naidoo, Hester Burger, Sameera Dalvie +11 more

Development and dosimetric assessment of an automatic dental artifact classification tool to guide artifact management techniques in a fully automated treatment planning workflow

Computerized Medical Imaging and Graphics(2021)10.1016/j.compmedimag.2021.101907

N/A

0DataRank · unranked

12 citations

Carlos Sjogreen, Skylar Gay, Callistus Nguyen, Tucker Netherton, Adenike Olanrewaju +6 more

Automated Brain Metastases Segmentation With a Deep Dive Into False-positive Detection

Advances in Radiation Oncology(2022)10.1016/j.adro.2022.101085

N/A

0DataRank · unranked

24 citations

Carlos Cárdenas, D.N. Yeboa, Jing Li, Sherise D. Ferguson, Jason M. Johnson +7 more

Barriers and Facilitators of Implementing Automated Radiotherapy Planning: A Multisite Survey of Low- and Middle-Income Country Radiation Oncology Providers

JCO Global Oncology(2022)10.1200/go.21.00431

N/A

0DataRank · unranked

17 citations

Matthew S. Ning, Beth M. Beadle, Nanette Joubert, William V. Shaw, Christoph Trauernich +6 more

Carlos Cárdenas

Indexed papers

Top data-sharing exemplar

Papers