Edward Castillo

Associate Professor

University of Texas at Austin

United States

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Edward Castillo is an Associate Professor at The University of Texas at Austin, USA. His research focuses on advanced imaging techniques and their applications in lung cancer and pulmonary diseases. Recent articles include studies on predicting radiation pneumonitis, patient-reported outcomes in thoracic radiation therapy, and innovative methods for estimating lung function and blood mass. His work employs advanced methodologies such as self-supervised learning and dynamic imaging to enhance clinical outcomes in oncology and pulmonary health.

Articles (8)

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2023

Year:

2021

Year:

2021

Year:

2020

Collaborators (3)

Adam Dicker

Professor and Chair

Thomas Jefferson University

UNITED STATES

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Bernard Jones

University of Colorado School of Medicine

UNITED STATES

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Nicole Simone

Professor; Program Leader SKCC; Vice Chair for Research, Faculty Development and DEI

Sidney Kimmel Medical College at Thomas Jefferson University

UNITED STATES

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Edward Castillo

Research Interests

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Articles (8)

Patient-Reported Outcomes: Comparing Functional Avoidance and Standard Thoracic Radiation Therapy in Lung Cancer

Predicting radiation pneumonitis in lung cancer patients using robust 4DCT-ventilation and perfusion imaging

Perfusion estimation from dynamic non-contrast computed tomography using self-supervised learning and a physics-inspired U-net transformer architecture

Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations

Evaluation of variables predicting PFT changes for lung cancer patients treated on a prospective 4DCT-ventilation functional avoidance clinical trial

Dynamic lung compliance imaging from 4DCT-derived volume change estimation

An assessment of the correlation between robust CT-derived ventilation and pulmonary function test in a cohort with no respiratory symptoms

Pulmonary Blood Mass and Quantitative Lung Function Imaging in Idiopathic Pulmonary Fibrosis

Collaborators (3)

Adam Dicker

Bernard Jones

Nicole Simone

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