Faculty

Institution

Unit

Venue

Ross Whitaker

Professor

University of Utah

Affiliations

John and Marcia Price College of Engineering

Kahlert School of Computing

Ross Whitaker is currently serving as a John And Marcia Price College Of Engineering Professor at University of Utah.

Honors

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Experiences

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Education

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Ross Whitaker

University of Utah

Professor

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computer science computer vision machine learning applied mathematics medical imaging data science neuroimaging image segmentation pattern recognition neuroscience magnetic resonance imaging biomedical imaging visualization optical engineering medical image analysis medical image computing image analysis scientific computing shape modeling informatics image reconstruction shape analysis computational imaging augmented reality 3d computer vision craniofacial surgery computational anatomy statistical shape analysis 3d imaging metopic craniosynostosis information visualization brain imaging gpu computing craniofacial research machine vision image denoising computational visualization electron microscopy surface modeling computed tomography cancer imaging connectomics 3d vision fast iterative method cam femoroacetabular impingement orthopaedic research bone research entropy computer-aided design image restoration pattern analysis surface analysis 3d modeling craniofacial disorders surface reconstruction visualization (graphics) level sets graphics hardware dense range data complex shapes calibration requirements anisotropic diffusion developmental cognitive neuroscience magnetic resonance statistical methodology brain modeling streaming data streaming algorithms stream processing diffusion tensor mri computational framework neural circuitry ultrastructural mapping augmented reality applications interactive occlusion narrow-band algorithm 3d reconstruction signal processing radiology digital image processing

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Longitudinal Analysis of Pre- and Post-Operative Dysmorphology in Metopic Craniosynostosis. The Cleft Palate-Craniofacial Journal (2024)

Justin W. BeirigerWenzheng TaoZhazira IrgebayJohn SmetonaLucas DvoracekNicolás M. KassAngel DixonCasey ZhangMeeti MehtaRoss WhitakerJesse A. Goldstein

geneticscraniofacial researchorthopedic surgerypost-operative dysmorphologydevelopmental biologylongitudinal analysiscraniofacial surgerysurgerymetopic craniosynostosis

D53. the Spectrum of Severity in Metopic Craniosynostosis: An Analysis of the Largest Cohort to Date Using Craniorate™ Machine Learning Algorithm. Plastic & Reconstructive Surgery Global Open (2024)

Angel DixonAnne GlenneyNicolás KassJoseph MocharnukCasey ZhangErin AnstadtLucas A. DvoracekMegan PencekWenzheng TaoRoss WhitakerLisa R. DavidMichael GolinkoMichael AlperovichChristopher M. RunyanJesse A. TaylorJordan SwansonJesse Goldstein

geneticsplastic surgeryfacial plastic surgeryorthopedic surgerymachine learninglargest cohortcraniofacial surgeryreconstructive surgerysurgeryorthopaedic surgerymetopic craniosynostosis

HISTOEM: A Pathologist-Guided and Explainable Workflow Using Histogram Embedding for Gland Classification. Modern Pathology (2024)

Alessandro FerreroElham GhelichkhanHamid ManoochehriMan Minh HoDaniel J. AlbertsonBenjamin J. BrintzTolga TasdizenRoss T. WhitakerBeatrice S. Knudsen

histogram embeddingpathologydeep learninghistopathologyimage analysisexplainable workflow

Matching Aggregate Posteriors in the Variational Autoencoder. Lecture notes in computer science (2024)

Surojit SahaSarang JoshiRoss Whitaker

deep learningcomputer sciencemachine learningvariational autoencoderaggregate posteriors

Pro-Inflammatory Effects of Inhaled Great Salt Lake Dust Particles. Research Square (Research Square) (2024)

Jacob M. CowleyCassandra E. Deering-RiceJohn G. LambErin G. RomeroMarysol Almestica-RobertsSamantha N. SernaLili SunKerry E. KellyRoss T. WhitakerJenna CheminantAlessandro VenosaChristopher A. Reilly

inflammationdust particlespro-inflammatory effectsinhaled great saltimmunologyinhalation toxicology

Craniorate Tm: An Image-Based, Deep-Phenotyping Analysis Toolset and Online Clinician Interface for Metopic Craniosynostosis. Plastic & Reconstructive Surgery (2023)

Justin W. BeirigerWenzheng TaoMadeleine K. BruceErin AnstadtCameron ChristensenJohn SmetonaRoss WhitakerJesse A. Goldstein

plastic surgerycraniorate tmdeep-phenotyping analysis toolsetonline clinician interfacereconstructive surgerymetopic craniosynostosis

DEEPSSM: A Blueprint for Image-To-Shape Deep Learning Models. Medical Image Analysis (2023)

Riddhish BhalodiaShireen ElhabianJadie AdamsWenzheng TaoLadislav KavanRoss Whitaker

deep learninghealth sciencesmedicinemedical image analysismedical image computingimage analysis

Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. IEEE Access (2023)

Mitra AlirezaeiQuynh C. NguyenRoss WhitakerTolga Tasdizen

computer sciencehealth informaticsmulti-task classificationinformation technologydata sciencepublic health

Multitask Training as Regularization Strategy for Seismic Image Segmentation. IEEE Geoscience and Remote Sensing Letters (2023)

Surojit SahaWasim GaziRehman MohammedThomas RapstineHayden PowersRoss Whitaker

machine learningremote sensingmultitask trainingseismic image segmentationregularization strategyearth science

Real-Time Idling Vehicles Detection Using Combined Audio-Visual Deep Learning. arXiv (Cornell University) (2023)

Xiwen LiTristalee ManginSurojit SahaEvan BlanchardDillon TangHenry PoppeNathan SearleOuk ChoiKerry KellyRoss Whitaker

deep learningvehicular technologyobject detectionengineeringautomotive securitymachine learningtransportation engineeringaudio-visual deep learningreal-time idling vehiclessystems engineeringcomputer visionintelligent vehiclesautomotive engineeringvehicle controlelectrical engineering

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Ross Whitaker

Professor

University of Utah

Affiliations

John and Marcia Price College of Engineering

Kahlert School of Computing

Ross Whitaker is currently serving as a John And Marcia Price College Of Engineering Professor at University of Utah.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ross Whitaker

University of Utah

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Longitudinal Analysis of Pre- and Post-Operative Dysmorphology in Metopic Craniosynostosis. The Cleft Palate-Craniofacial Journal (2024)

Justin W. BeirigerWenzheng TaoZhazira IrgebayJohn SmetonaLucas DvoracekNicolás M. KassAngel DixonCasey ZhangMeeti MehtaRoss WhitakerJesse A. Goldstein

geneticscraniofacial researchorthopedic surgerypost-operative dysmorphologydevelopmental biologylongitudinal analysiscraniofacial surgerysurgerymetopic craniosynostosis

geneticsplastic surgeryfacial plastic surgeryorthopedic surgerymachine learninglargest cohortcraniofacial surgeryreconstructive surgerysurgeryorthopaedic surgerymetopic craniosynostosis

HISTOEM: A Pathologist-Guided and Explainable Workflow Using Histogram Embedding for Gland Classification. Modern Pathology (2024)

Alessandro FerreroElham GhelichkhanHamid ManoochehriMan Minh HoDaniel J. AlbertsonBenjamin J. BrintzTolga TasdizenRoss T. WhitakerBeatrice S. Knudsen

histogram embeddingpathologydeep learninghistopathologyimage analysisexplainable workflow

Matching Aggregate Posteriors in the Variational Autoencoder. Lecture notes in computer science (2024)

Surojit SahaSarang JoshiRoss Whitaker

deep learningcomputer sciencemachine learningvariational autoencoderaggregate posteriors

Pro-Inflammatory Effects of Inhaled Great Salt Lake Dust Particles. Research Square (Research Square) (2024)

Jacob M. CowleyCassandra E. Deering-RiceJohn G. LambErin G. RomeroMarysol Almestica-RobertsSamantha N. SernaLili SunKerry E. KellyRoss T. WhitakerJenna CheminantAlessandro VenosaChristopher A. Reilly

inflammationdust particlespro-inflammatory effectsinhaled great saltimmunologyinhalation toxicology

Craniorate Tm: An Image-Based, Deep-Phenotyping Analysis Toolset and Online Clinician Interface for Metopic Craniosynostosis. Plastic & Reconstructive Surgery (2023)

Justin W. BeirigerWenzheng TaoMadeleine K. BruceErin AnstadtCameron ChristensenJohn SmetonaRoss WhitakerJesse A. Goldstein

plastic surgerycraniorate tmdeep-phenotyping analysis toolsetonline clinician interfacereconstructive surgerymetopic craniosynostosis

DEEPSSM: A Blueprint for Image-To-Shape Deep Learning Models. Medical Image Analysis (2023)

Riddhish BhalodiaShireen ElhabianJadie AdamsWenzheng TaoLadislav KavanRoss Whitaker

deep learninghealth sciencesmedicinemedical image analysismedical image computingimage analysis

Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. IEEE Access (2023)

Mitra AlirezaeiQuynh C. NguyenRoss WhitakerTolga Tasdizen

computer sciencehealth informaticsmulti-task classificationinformation technologydata sciencepublic health

Multitask Training as Regularization Strategy for Seismic Image Segmentation. IEEE Geoscience and Remote Sensing Letters (2023)

Surojit SahaWasim GaziRehman MohammedThomas RapstineHayden PowersRoss Whitaker

machine learningremote sensingmultitask trainingseismic image segmentationregularization strategyearth science

Real-Time Idling Vehicles Detection Using Combined Audio-Visual Deep Learning. arXiv (Cornell University) (2023)

Xiwen LiTristalee ManginSurojit SahaEvan BlanchardDillon TangHenry PoppeNathan SearleOuk ChoiKerry KellyRoss Whitaker

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Similar Faculty Members

Bernd Hamann

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University of California, Davis

computational infrastructure

visualization

Arie Kaufman

Institution

Stony Brook University

design

visualization

Ruzena Bajcsy

Institution

University of California, Berkeley

computer vision

computer science

Arie Kaufman

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design

visualization

Xianfeng David Gu

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scientific computing

geometric modeling

Punam Saha

Institution

University of Iowa

images segmentation

digital image processing

C. Vemuri

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medical imaging

manifold modeling

Polina Golland

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Massachusetts Institute of Technology

biomedical image analysis

visualization

Ioannis Kakadiaris

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University of Houston

ai healthcare

biometrics

Hong Qin

Institution

Stony Brook University

design

computer integrated manufacturing