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Author Details

Carlos E Cardenas
The University of Texas MD Anderson Cancer Center
2016
58
19
PMIDPaper TitleJournal TitlePublished Year
36845685Leveraging intelligent optimization for automated, cardiac-sparing accelerated partial breast treatment planning.Front Oncol2023
37904737Evolving Horizons in Radiotherapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification.ArXiv2023
37771435A real-time contouring feedback tool for consensus-based contour training.Front Oncol2023
37457825Benchmarking Automated Machine Learning-Enhanced Planning With Ethos Against Manual and Knowledge-Based Planning for Locally Advanced Lung Cancer.Adv Radiat Oncol2023
37078392Parametric delineation uncertainties contouring (PDUC) modeling on CT scans of prostate cancer patients.J Appl Clin Med Phys2023
37342210A deep-learning-based dose verification tool utilizing fluence maps for a cobalt-60 compensator-based intensity-modulated radiation therapy system.Phys Imaging Radiat Oncol2023
36697347Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans.Pract Radiat Oncol2023
36351987Multi-organ segmentation of abdominal structures from non-contrast and contrast enhanced CT images.Sci Rep2022
35580067Automatic contouring QA method using a deep learning-based autocontouring system.J Appl Clin Med Phys2022
35787928An Automated Treatment Planning Framework for Spinal Radiation Therapy and Vertebral-Level Second Check.Int J Radiat Oncol Biol Phys2022
35488508Knowledge-based planning for the radiation therapy treatment plan quality assurance for patients with head and neck cancer.J Appl Clin Med Phys2022
36135064Changes in Apparent Diffusion Coefficient (ADC) in Serial Weekly MRI during Radiotherapy in Patients with Head and Neck Cancer: Results from the PREDICT-HN Study.Curr Oncol2022
35866442Clinical acceptability of fully automated external beam radiotherapy for cervical cancer with three different beam delivery techniques.Med Phys2022
36299565Automated Brain Metastases Segmentation With a Deep Dive Into False-positive Detection.Adv Radiat Oncol2022
33352552The Emergence of Artificial Intelligence within Radiation Oncology Treatment Planning.Oncology2021
33640315Clinical Acceptability of Automated Radiation Treatment Planning for Head and Neck Cancer Using the Radiation Planning Assistant.Pract Radiat Oncol2021
33779037Impact of slice thickness, pixel size, and CT dose on the performance of automatic contouring algorithms.J Appl Clin Med Phys2021
34480036Radiomics feature stability of open-source software evaluated on apparent diffusion coefficient maps in head and neck cancer.Sci Rep2021
34535728Author Correction: Radiomics feature stability of open-source software evaluated on apparent diffusion coefficient maps in head and neck cancer.Sci Rep2021
34250715Clinical implementation of automated treatment planning for whole-brain radiotherapy.J Appl Clin Med Phys2021
34157138Technical Note: Dose prediction for head and neck radiotherapy using a three-dimensional dense dilated U-net architecture.Med Phys2021
34195391<sup>18</sup>FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer.Clin Transl Radiat Oncol2021
33474727Training deep-learning segmentation models from severely limited data.Med Phys2021
33181248Automatic Segmentation Using Deep Learning to Enable Online Dose Optimization During Adaptive Radiation Therapy of Cervical Cancer.Int J Radiat Oncol Biol Phys2021
33068690Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach.Int J Radiat Oncol Biol Phys2021
32450365Automatic Verification of Beam Apertures for Cervical Cancer Radiation Therapy.Pract Radiat Oncol2020
33490720Automated Contouring of Contrast and Noncontrast Computed Tomography Liver Images With Fully Convolutional Networks.Adv Radiat Oncol2020
33459402Evaluation of a multiview architecture for automatic vertebral labeling of palliative radiotherapy simulation CT images.Med Phys2020
33083655Patterns 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.Adv Radiat Oncol2020
33458306Comparison of tumor delineation using dual energy computed tomography versus magnetic resonance imaging in head and neck cancer re-irradiation cases.Phys Imaging Radiat Oncol2020
33039428The role of computational methods for automating and improving clinical target volume definition.Radiother Oncol2020
32828389Automated Radiation Treatment Planning for Cervical Cancer.Semin Radiat Oncol2020
32964477Automatic contouring system for cervical cancer using convolutional neural networks.Med Phys2020
32422303Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy.Radiother Oncol2020
32418343Head and neck cancer patient images for determining auto-segmentation accuracy in T2-weighted magnetic resonance imaging through expert manual segmentations.Med Phys2020
31027636Advances in Auto-Segmentation.Semin Radiat Oncol2019
32051897Radiation-Induced Hypothyroidism After Radical Intensity Modulated Radiation Therapy for Oropharyngeal Carcinoma.Adv Radiat Oncol2019
31294923Dosimetric impact and detectability of multi-leaf collimator positioning errors on Varian Halcyon.J Appl Clin Med Phys2019
31505046Automatic detection of contouring errors using convolutional neural networks.Med Phys2019
31015171Volumetric assessment of apparent diffusion coefficient predicts outcome following chemoradiation for cervical cancer.Radiother Oncol2019
29559291Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function.Int J Radiat Oncol Biol Phys2018
33458363Evaluation of diffusion weighted imaging for tumor delineation in head-and-neck radiotherapy by comparison with automatically segmented <sup>18</sup>F-fluorodeoxyglucose positron emission tomography.Phys Imaging Radiat Oncol2018
29961581Radiotherapy dose-volume parameters predict videofluoroscopy-detected dysphagia per DIGEST after IMRT for oropharyngeal cancer: Results of a prospective registry.Radiother Oncol2018
30231854Predicting treatment Response based on Dual assessment of magnetic resonance Imaging kinetics and Circulating Tumor cells in patients with Head and Neck cancer (PREDICT-HN): matching 'liquid biopsy' and quantitative tumor modeling.BMC Cancer2018
30148217A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician specialty matter?Clin Transl Radiat Oncol2018
30014042Prospective <i>in silico</i> study of the feasibility and dosimetric advantages of MRI-guided dose adaptation for human papillomavirus positive oropharyngeal cancer patients compared with standard IMRT.Clin Transl Radiat Oncol2018
30175071Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.Front Oncol2018
30007075Synthetic head and neck and phantom images for determining deformable image registration accuracy in magnetic resonance imaging.Med Phys2018
30110221Retrospective Validation and Clinical Implementation of Automated Contouring of Organs at Risk in the Head and Neck: A Step Toward Automated Radiation Treatment Planning for Low- and Middle-Income Countries.J Glob Oncol2018
30403188Auto-delineation of oropharyngeal clinical target volumes using 3D convolutional neural networks.Phys Med Biol2018
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Collaborators

Laurence E Court
The University of Texas MD Anderson Cancer Center
Co-authored papers 36
Clifton D Fuller
The University of Texas MD Anderson Cancer Center
Co-authored papers 22
Jinzhong Yang
University of Texas MD Anderson Cancer Center
Co-authored papers 17
Beth M Beadle
Stanford University
Co-authored papers 12
David I Rosenthal
MD Anderson Cancer Center
Co-authored papers 11
Lifei Zhang
The University of Texas MD Anderson Cancer Center.
Co-authored papers 10
Brian M Anderson
The University of Texas MD Anderson Cancer Center
Co-authored papers 9
Christine B Peterson
University of Texas MD Anderson Cancer Center
Co-authored papers 9
Skylar Gay
The University of Texas MD Anderson Cancer Center
Co-authored papers 9
Stephen Y Lai
The University of Texas MD Anderson Cancer Center
Co-authored papers 8
Peter Balter
University of Texas MD Anderson Cancer Center
Co-authored papers 8
Rachel E McCarroll
University of Texas MD Anderson Cancer Center
Co-authored papers 8
Anuja Jhingran
The University of Texas MD Anderson Cancer Center
Co-authored papers 8
Kelly Kisling
Moores Cancer Center, University of California San Diego
Co-authored papers 6
Hester Burger
Groote Schuur Hospital and University of Cape Town
Co-authored papers 6
Rebecca M Howell
The University of Texas M. D. Anderson Cancer Center
Co-authored papers 6
Hesham Elhalawani
Co-authored papers 6
Hannah Simonds
Stellenbosch University, University Hospitals Plymouth Trust
Co-authored papers 6
Christoph Trauernicht
Stellenbosch University and Tygerberg Academic Hospital
Co-authored papers 5
Jeannette Parkes
Groote Schuur Hospital and University of Cape Town
Co-authored papers 5
Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 3
Christopher Nelson
The University of Texas MD Anderson Cancer Center
Co-authored papers 2
Musaddiq J Awan
Medical College of Wisconsin
Co-authored papers 2
David S Followill
University of Texas MD Anderson Cancer Center
Co-authored papers 2
Monique du Toit
Tygerberg Hospital and Stellenbosch University.
Co-authored papers 2
Michael Mejia
Benavides Cancer Institute, University of Santo Tomas
Co-authored papers 2
Wenhua Cao
The University of Texas MD Anderson Cancer Center
Co-authored papers 2
Arvind Rao
University of Michigan-Ann Arbor
Co-authored papers 2
Sherise D Ferguson
The University of Texas MD Anderson Cancer Center
Co-authored papers 1
Tengfei Li
University of North Carolina at Chapel Hill
Co-authored papers 1
Release 1.2