Joshua S. Niedzielski
The University of Texas MD Anderson Cancer Center(US)
Publications by Year
Research Areas
Advanced Radiotherapy Techniques, Radiomics and Machine Learning in Medical Imaging, Lung Cancer Diagnosis and Treatment, Medical Imaging Techniques and Applications, Radiation Therapy and Dosimetry
Most-Cited Works
- → Multi-organ segmentation of abdominal structures from non-contrast and contrast enhanced CT images(2022)38 cited
- → Stereotactic Versus Conventional Radiation Therapy for Patients With Pancreatic Cancer in the Modern Era(2021)30 cited
- → Dosimetric Uncertainties Resulting From Interfractional Anatomic Variations for Patients Receiving Pancreas Stereotactic Body Radiation Therapy and Cone Beam Computed Tomography Image Guidance(2021)21 cited
- → Deep learning–based automatic segmentation of cardiac substructures for lung cancers(2023)20 cited
- → A Novel Methodology using CT Imaging Biomarkers to Quantify Radiation Sensitivity in the Esophagus with Application to Clinical Trials(2017)20 cited
- → 18F-Fluorodeoxyglucose Positron Emission Tomography Can Quantify and Predict Esophageal Injury During Radiation Therapy(2016)20 cited
- → Objectively Quantifying Radiation Esophagitis With Novel Computed Tomography–Based Metrics(2015)19 cited
- → Development and application of an elastic net logistic regression model to investigate the impact of cardiac substructure dose on radiation-induced pericardial effusion in patients with NSCLC(2020)17 cited
- → Development of a rational strategy for integration of lactate dehydrogenase A suppression into therapeutic algorithms for head and neck cancer(2021)14 cited
- → Random Forest Modeling of Acute Toxicity in Anal Cancer: Effects of Peritoneal Cavity Contouring Approaches on Model Performance(2023)13 cited