Faculty

Institution

Unit

Venue

Robert Kaderka

Asst Professor of Clinical Radiation Oncology

University of Miami

Affiliations

Miller School of Medicine

Radiation Oncology

Robert Kaderka is currently serving as a Miller School Of Medicine Asst Professor of Clinical Radiation Oncology at University of Miami.

Honors

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Experiences

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Education

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Robert Kaderka

University of Miami

Asst Professor of Clinical Radiation Oncology

You can click a keyword to filter the displayed items

radiation oncology radiation radiation therapy oncology applied physics proton therapy medicine medical physics radiation therapy planning cardiology nuclear medicine medical imaging dosimetry medical technology treatment planning out-of-field dose measurements health sciences cancer imaging particle beam radiation biology porcine model electrophysiology cancer research cancer care health technology radiation detection cancer treatment ion beam instrumentation ion beams multiple disease sites ultrasound tumor biology biomedical imaging respiratory medicine physical medicine medical image computing medical image analysis medical biophysics motion detection liver cancer pancreatic cancer prostatic disease cardiac arrhythmia ablation cardiac structures langendorff-perfused porcine hearts scientific data thoracic surgery vascular biology biomedical analysis computational intelligence regional studies image segmentation breast imaging 3d imaging x-ray spectroscopy radiation effects clinical implementation biomedical technologies experimental biophysics patient monitoring 3d body scanning biomedical research biliary cancer quality assurance specification (technical standard) standardization feasibility study novel treatment modality biological verifications helium ions dosimetric evaluation breast cancer patients water phantom human-driven optimization automated knowledge-based planning noninferiority study intelligent automation automated reasoning automation technology informatics artificial intelligence applied artificial intelligence fetal dose knowledge-based planning

Notable Scholarly Works

Notable Federal Grants

Collaborators

Investigation of Knowledge-Based Planning Models for Intensity-Modulated Proton Therapy With Limited Data for Brain Targets. Cureus (2025)

artificial intelligenceproton therapyradiation oncologyintelligent systemsbrain targetslimited dataneurosciencetreatment planningradiation therapy planningnuclear medicinecomputational intelligenceneuroimagingknowledge-based planning models

Spot-Optimization Reduces Beam Delivery Time in Liver Breath Hold Intensity Modulated Proton Therapy. Physics and Imaging in Radiation Oncology (2025)

delivery timeproton therapyradiation oncologymedical physicsspot-optimization reducesliver breathradiation therapy planningradiologybiomedical engineeringnuclear medicineradiation

Training and Validating a Knowledge-Based Model for Intensity Modulated Proton Therapy of Prostate and Pelvic Lymph Nodes. Cureus (2025)

bladder cancerproton therapyradiation oncologypelvic lymph nodesprostate cancerprostatic diseaseknowledge-based modelurology

1124: Feasibility of AI Chosen Automated Couch and Gantry Beam Angles for Brain Tumors Treated With Impt. Radiotherapy and Oncology (2024)

Robert KaderkaYan-Cheng HuangHsin-Chih LoEthan TuChe LinChang Chang

artificial intelligenceradiation therapyradiation oncologyradiologygantry beam anglesbrain tumorsoncology

1860: Inclusion of Delivery Dynamics Into Optimization Reduces Delivery Time for Liver Impt Treatments. Radiotherapy and Oncology (2024)

Michael P. ButkusDaniel J. BastawrosRobert Kaderka

radiation therapyradiation oncologyliver impt treatmentsoncologydelivery dynamics

Effects of Model Size and Composition on Quality of Head‐and‐Neck Knowledge‐Based Plans. Journal of Applied Clinical Medical Physics (2023)

Robert KaderkaNesrin DoganWilliam JinElizabeth Bossart

applied physicsmodel sizehead-and-neck knowledge-based plansquality management

Po-1968 Knowledge-Based Planning for Intensity-Modulated Proton Therapy of the Brain and Base-Of-Skull. Radiotherapy and Oncology (2023)

R. KaderkaN. VuM. Butkus

proton therapyradiation therapyradiation oncologyradiation therapy planningoncologyintensity-modulated proton therapy

Toward Automatic Beam Angle Selection for Pencil‐Beam Scanning Proton Liver Treatments: A Deep Learning–Based Approach. Medical Physics (2022)

Robert KaderkaKeng‐Chi LiuLawrence LiuReynald VanderStraetenTyng‐Luh LiuKuang‐Min LeeYi‐Chin Ethan TuIain MacEwanDaniel SimpsonJames UrbanicChang Chang

radiation oncologydeep learning3d body scanningmedical technologymedicineapplied physics

Wide-Scale Clinical Implementation of Knowledge-Based Planning: An Investigation of Workforce Efficiency, Need for Post-Automation Refinement, and Data-Driven Model Maintenance. International Journal of Radiation Oncology*Biology*Physics (2021)

Robert KaderkaSebastian J. HildVictoria N. BryMariel CornellXenia J. RayJames D. MurphyTodd F. AtwoodKevin L. Moore

radiation therapyradiation oncologyknowledge-based planningwide-scale clinical implementationworkforce efficiencyclinical implementationpost-automation refinementdata-driven model maintenanceoncology

Automated Closed- and Open-Loop Validation of Knowledge-Based Planning Routines Across Multiple Disease Sites. Practical Radiation Oncology (2019)

Robert KaderkaRobert C. MundtNan LiBenjamin ZiemerVictoria N. BryMariel CornellKevin L. Moore

radiation therapyradiation oncologyknowledge-based planning routinesmultiple disease sitesopen-loop validationoncology

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Robert Kaderka

Asst Professor of Clinical Radiation Oncology

University of Miami

Affiliations

Miller School of Medicine

Radiation Oncology

Robert Kaderka is currently serving as a Miller School Of Medicine Asst Professor of Clinical Radiation Oncology at University of Miami.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Robert Kaderka

University of Miami

Asst Professor of Clinical Radiation Oncology

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Investigation of Knowledge-Based Planning Models for Intensity-Modulated Proton Therapy With Limited Data for Brain Targets. Cureus (2025)

Spot-Optimization Reduces Beam Delivery Time in Liver Breath Hold Intensity Modulated Proton Therapy. Physics and Imaging in Radiation Oncology (2025)

delivery timeproton therapyradiation oncologymedical physicsspot-optimization reducesliver breathradiation therapy planningradiologybiomedical engineeringnuclear medicineradiation

Training and Validating a Knowledge-Based Model for Intensity Modulated Proton Therapy of Prostate and Pelvic Lymph Nodes. Cureus (2025)

bladder cancerproton therapyradiation oncologypelvic lymph nodesprostate cancerprostatic diseaseknowledge-based modelurology

1124: Feasibility of AI Chosen Automated Couch and Gantry Beam Angles for Brain Tumors Treated With Impt. Radiotherapy and Oncology (2024)

Robert KaderkaYan-Cheng HuangHsin-Chih LoEthan TuChe LinChang Chang

artificial intelligenceradiation therapyradiation oncologyradiologygantry beam anglesbrain tumorsoncology

1860: Inclusion of Delivery Dynamics Into Optimization Reduces Delivery Time for Liver Impt Treatments. Radiotherapy and Oncology (2024)

Michael P. ButkusDaniel J. BastawrosRobert Kaderka

radiation therapyradiation oncologyliver impt treatmentsoncologydelivery dynamics

Effects of Model Size and Composition on Quality of Head‐and‐Neck Knowledge‐Based Plans. Journal of Applied Clinical Medical Physics (2023)

Robert KaderkaNesrin DoganWilliam JinElizabeth Bossart

applied physicsmodel sizehead-and-neck knowledge-based plansquality management

Po-1968 Knowledge-Based Planning for Intensity-Modulated Proton Therapy of the Brain and Base-Of-Skull. Radiotherapy and Oncology (2023)

R. KaderkaN. VuM. Butkus

proton therapyradiation therapyradiation oncologyradiation therapy planningoncologyintensity-modulated proton therapy

Toward Automatic Beam Angle Selection for Pencil‐Beam Scanning Proton Liver Treatments: A Deep Learning–Based Approach. Medical Physics (2022)

Robert KaderkaKeng‐Chi LiuLawrence LiuReynald VanderStraetenTyng‐Luh LiuKuang‐Min LeeYi‐Chin Ethan TuIain MacEwanDaniel SimpsonJames UrbanicChang Chang

radiation oncologydeep learning3d body scanningmedical technologymedicineapplied physics

Robert KaderkaSebastian J. HildVictoria N. BryMariel CornellXenia J. RayJames D. MurphyTodd F. AtwoodKevin L. Moore

radiation therapyradiation oncologyknowledge-based planningwide-scale clinical implementationworkforce efficiencyclinical implementationpost-automation refinementdata-driven model maintenanceoncology

Automated Closed- and Open-Loop Validation of Knowledge-Based Planning Routines Across Multiple Disease Sites. Practical Radiation Oncology (2019)

Robert KaderkaRobert C. MundtNan LiBenjamin ZiemerVictoria N. BryMariel CornellKevin L. Moore

radiation therapyradiation oncologyknowledge-based planning routinesmultiple disease sitesopen-loop validationoncology

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Similar Faculty Members

Heng Li

Institution

Johns Hopkins University

radiation oncology

oncology

Dimitre Hristov

Institution

Stanford University

radiation oncology

medical imaging

Ivan Brezovich

Institution

University of Alabama at Birmingham

radiation oncology

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Elisabeth Weiss

Institution

Virginia Commonwealth University

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thoracic oncology

Xun Jia

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Johns Hopkins University

radiation oncology

medical imaging

Todd E. Peterson

Institution

Vanderbilt University

medical imaging

novel imaging method

Geoffrey Hugo

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Todd McNutt

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Johns Hopkins University

radiation oncology

oncology

Michael Joiner

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Jeffrey Siebers

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