Faculty

Institution

Unit

Venue

Edward Castillo

Associate Professor & Associate Chair of Graduate Education

University of Texas at Austin

Affiliations

Cockrell School of Engineering

Department of Biomedical Engineering

Edward Castillo is currently serving as a Cockrell School Of Engineering Associate Professor & Associate Chair of Graduate Education at University of Texas At Austin.

Honors

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Experiences

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Education

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Edward Castillo

University of Texas at Austin

Associate Professor & Associate Chair of Graduate Education

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medical imaging radiation oncology respiratory medicine radiology ventilation computed tomography radiation therapy biomedical imaging applied physics oncology lung cancer image registration radiation biology biophysics radiation cancer imaging medical technology medical image analysis machine learning thoracic oncology clinical trials computational imaging intensive care 3d imaging cardiology covid-19 physical medicine medical physics ct scan positron emission tomography radiation pneumonitis medical image computing medical biophysics esophageal cancer tissue imaging lung function idiopathic pulmonary fibrosis neuroradiology gpu computing biomedical technologies cancer treatment magnetic resonance imaging oncologic imaging clinical validation technical note lung dose clinical outcomes toxicity reduction dose-function metrics thrombosis histopathology magnetic resonance nuclear medicine experimental medicine computational optimization gpu architecture reference data immunohaematology hemostasis thanatology anticoagulants hospital epidemiology hyperpolarization (biology) quality assurance radiomics facies analysis shape modeling numerical stability dosimetry trajectory modeling regional ventilation treatment planning ct reference dataset anticoagulation dose functional-guided radiation therapy quality assurance assessment pulmonary perfusion deep learning computer-aided diagnosis deep learning methods image analysis

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Reducing Pulmonary Toxicity Using Functional Avoidance Spot-Scanning Proton Arc (Sparc) With 4Dct-Based Lung Ventilation Imaging. SSRN Electronic Journal (2025)

Yingxuan ChenPeilin LiuXiaoda CongEdward CastilloRichard CastilloInga S. GrillsCraig StevensXiangkun XuXiaoqiang LiYevgeniy VinogradskiyXuanfeng Ding

radiologyproton therapyfunctional imagingthoracic oncologyradiation oncologypulmonary toxicitymedical imagingrespiratory medicineintensive carecritical careradiation therapy

Identification of Recurrent Dynamics in Distributed Neural Populations. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Rodrigo Osuna-OrozcoEdward CastilloKameron Decker HarrisSamantha R. Santacruz

cognitive neurosciencedistributed neural populationssystems neuroscienceneurosciencerecurrent dynamics

Multiscale Effective Connectivity Analysis of Brain Activity Using Neural Ordinary Differential Equations. PLoS ONE (2024)

Yin-Jui ChangYuan-I ChenHannah M. StealeyYi ZhaoHung-Yun LuEnrique Contreras-HernandezMegan N. BakerEdward CastilloHsin-Chih YehSamantha R. Santacruz

cognitive neurosciencebrain scienceneuroimagingmultiscale analysiscomputational neurosciencesystems neurosciencebrain activityneuroscience

Prospective Trial of Functional Lung Avoidance Radiation Therapy for Lung Cancer: Quality of Life Report. International Journal of Radiation Oncology*Biology*Physics (2024)

Joseph LombardoEdward CastilloRichard CastilloRyan MillerBernard JonesMoyed MiftenBrian KavanaghAdam DickerCullen BoyleBenjamin LeibyJoshua BanksNicole L. SimoneBenjamin MovsasInga GrillsThomas GuerreroChad G. RusthovenYevgeniy Vinogradskiy

radiation oncologyoncologyquality of liferadiation therapyprospective triallung cancer

Welcome to the Evan Eddie Show!: Conversations About Career Journeys. (2024)

Huiliang WangMia MarkeyEdward Castillo

television studieshigher educationperformance studiesconversation analysiscareer journeys

AI-Dente: An Open Machine Learning Based Tool to Interpret Nano-Indentation Data of Soft Tissues and Materials. Soft Matter (2023)

Patrick GiolandoSotirios KakaletsisXuesong ZhangJohannes WeickenmeierEdward CastilloBerkin DortdivanliogluManuel K. Rausch

materials sciencesoft matternano-indentation datamachine learningsoft tissues

Comprehensive Quality of Life Report From a Prospective Clinical Trial of 4Dct-Ventilation Functional Lung Avoidance Radiation Therapy. International Journal of Radiation Oncology*Biology*Physics (2023)

J. LombardoE. CastilloR. CastilloR.C. MillerB.L. JonesM. MiftenB.D. KavanaghA.P. DickerC. BoyleN.L. SimoneB. MovsasI.S. GrillsT.M. GuerreroC.G. RusthovenY. Vinogradskiy

radiation oncologyoncologyquality of lifeprospective clinical trial

Evaluation of Variables Predicting Pft Changes for Lung Cancer Patients Treated on a Prospective 4Dct-Ventilation Functional Avoidance Clinical Trial. Radiotherapy and Oncology (2023)

Nader GhassemiRichard CastilloEdward CastilloBernard L. JonesMoyed MiftenBrian KavanaghMaria Werner-WasikRyan MillerJulie A. BartaInga GrillsBenjamin E. LeibyThomas GuerreroChad G RusthovenYevgeniy Vinogradskiy

pft changesmedicineradiologyradiation oncologyclinical radiation oncologysurvival analysislung cancer patientsclinical trialsoncologyrespiratory medicineradiation therapycancer treatmentradiationlung cancer

Is Individual Perfusion Dose-Response Different Than Ventilation Dose-Response for Lung Cancer Patients Treated With Radiotherapy?. British Journal of Radiology (2023)

Farnoush ForghaniRichard CastilloEdward CastilloBernard Jones PhDChad RusthovenJennifer KwakVitali MoiseenkoInga GrillsMoyed MiftenYevgeniy VinogradskiyThomas Guerrero

radiologyradiation oncologyindividual perfusion dose-responseventilation dose-responselung cancer patientslung cancer

Systematic Evaluation of the Impact of Lung Segmentation Methods on 4-Dimensional Computed Tomography Ventilation Imaging Using a Large Patient Database. International Journal of Radiation Oncology*Biology*Physics (2023)

Yingxuan ChenSoroush Heidari PahlavianPaul JacobsTaindra NeupaneFarnoush Forghani-AraniEdward CastilloRichard CastilloYevgeniy Vinogradskiy

radiology3d imagingradiation oncologyradiation biologysystematic evaluationmedical imagingcancer imagingcomputed tomographyoncologyventilationlung segmentation methodsradiation therapybiomedical imaginglarge patient database

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Edward Castillo

Associate Professor & Associate Chair of Graduate Education

University of Texas at Austin

Affiliations

Cockrell School of Engineering

Department of Biomedical Engineering

Edward Castillo is currently serving as a Cockrell School Of Engineering Associate Professor & Associate Chair of Graduate Education at University of Texas At Austin.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Edward Castillo

University of Texas at Austin

Associate Professor & Associate Chair of Graduate Education

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Reducing Pulmonary Toxicity Using Functional Avoidance Spot-Scanning Proton Arc (Sparc) With 4Dct-Based Lung Ventilation Imaging. SSRN Electronic Journal (2025)

Yingxuan ChenPeilin LiuXiaoda CongEdward CastilloRichard CastilloInga S. GrillsCraig StevensXiangkun XuXiaoqiang LiYevgeniy VinogradskiyXuanfeng Ding

radiologyproton therapyfunctional imagingthoracic oncologyradiation oncologypulmonary toxicitymedical imagingrespiratory medicineintensive carecritical careradiation therapy

Identification of Recurrent Dynamics in Distributed Neural Populations. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Rodrigo Osuna-OrozcoEdward CastilloKameron Decker HarrisSamantha R. Santacruz

cognitive neurosciencedistributed neural populationssystems neuroscienceneurosciencerecurrent dynamics

Multiscale Effective Connectivity Analysis of Brain Activity Using Neural Ordinary Differential Equations. PLoS ONE (2024)

Yin-Jui ChangYuan-I ChenHannah M. StealeyYi ZhaoHung-Yun LuEnrique Contreras-HernandezMegan N. BakerEdward CastilloHsin-Chih YehSamantha R. Santacruz

cognitive neurosciencebrain scienceneuroimagingmultiscale analysiscomputational neurosciencesystems neurosciencebrain activityneuroscience

Prospective Trial of Functional Lung Avoidance Radiation Therapy for Lung Cancer: Quality of Life Report. International Journal of Radiation Oncology*Biology*Physics (2024)

radiation oncologyoncologyquality of liferadiation therapyprospective triallung cancer

Welcome to the Evan Eddie Show!: Conversations About Career Journeys. (2024)

Huiliang WangMia MarkeyEdward Castillo

television studieshigher educationperformance studiesconversation analysiscareer journeys

AI-Dente: An Open Machine Learning Based Tool to Interpret Nano-Indentation Data of Soft Tissues and Materials. Soft Matter (2023)

Patrick GiolandoSotirios KakaletsisXuesong ZhangJohannes WeickenmeierEdward CastilloBerkin DortdivanliogluManuel K. Rausch

materials sciencesoft matternano-indentation datamachine learningsoft tissues

J. LombardoE. CastilloR. CastilloR.C. MillerB.L. JonesM. MiftenB.D. KavanaghA.P. DickerC. BoyleN.L. SimoneB. MovsasI.S. GrillsT.M. GuerreroC.G. RusthovenY. Vinogradskiy

radiation oncologyoncologyquality of lifeprospective clinical trial

Evaluation of Variables Predicting Pft Changes for Lung Cancer Patients Treated on a Prospective 4Dct-Ventilation Functional Avoidance Clinical Trial. Radiotherapy and Oncology (2023)

Is Individual Perfusion Dose-Response Different Than Ventilation Dose-Response for Lung Cancer Patients Treated With Radiotherapy?. British Journal of Radiology (2023)

Farnoush ForghaniRichard CastilloEdward CastilloBernard Jones PhDChad RusthovenJennifer KwakVitali MoiseenkoInga GrillsMoyed MiftenYevgeniy VinogradskiyThomas Guerrero

radiologyradiation oncologyindividual perfusion dose-responseventilation dose-responselung cancer patientslung cancer

Yingxuan ChenSoroush Heidari PahlavianPaul JacobsTaindra NeupaneFarnoush Forghani-AraniEdward CastilloRichard CastilloYevgeniy Vinogradskiy

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