Faculty

Institution

Unit

Venue

Diego L. Guarin

Assistant Professor

University of Florida

Affiliations

College of Health and Human Performance

Applied Physiology & Kinesiology

Diego L. Guarin is currently serving as an Applied Physiology & Kinesiology Assistant Professor at University of Florida.

Honors

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Experiences

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Education

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Diego L. Guarin

University of Florida

Assistant Professor

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neuroscience rehabilitation neurology machine learning computer vision neuroimaging movement analysis ophthalmology biomechanics image analysis human movement gait analysis reconstructive surgery motion analysis facial palsy pattern recognition facial plastic surgery orthopedic biomechanics structural identification kinematics biomedical informatics hearing research system identification video understanding smile reanimation machine vision plastic surgery medical image computing movement disorders neurorehabilitation biomedical technologies amyotrophic lateral sclerosis human pose estimation structural analysis 3d computer vision facial recognition system disease detection feature detection wireless implantable devices spontaneity assessment facial function clinical validation machine learning research medicinal research speech communication digital mediums health technology oral medicine biomedical imaging information fusion automated machine learning body image biomedical data science biomedical data analysis upper extremity biomedical modeling computational medicine research data management face detection musculoskeletal science facies analysis state estimation object detection parameter identification 3d imaging automated facial measurements automatic system computer-aided assessment perceived emotion expression facial motion analysis video standard set eyelid weight placement surgical refinement free gracilis transfer dysarthria severity syllable task neurological conditions visual system motor control cognitive science

Notable Scholarly Works

Notable Federal Grants

Collaborators

Automated Acoustic Analysis in Parkinson’s Disease Using a Smartphone *. (2024)

Gabriela T. Acevedo T.Marc. C. PappasJackson G. WolfeJoshua WongAdolfo Ramirez-ZamoraPamela R. ZeilmanDiego L. Guarin

acoustic analysisparkinson's diseaseneuroscienceacoustic sensors

Characterizing Disease Progression in Parkinson’s Disease From Videos of the Finger Tapping Test. IEEE Transactions on Neural Systems and Rehabilitation Engineering (2024)

Diego L. GuarínJoshua K. WongNikolaus R. McFarlandAdolfo Ramirez-Zamora

neurologyrehabilitationdisease progressionneuroimagingparkinson's diseaserehabilitation engineeringneuroinformaticsmovement disordersneural engineeringneural network (machine learning)neuroscience

Facial Asymmetry Classification in Neurological Disorders: Integrating Computer Vision and Machine Learning for Improved Patient Care. (2024)

Pratik RanjanAngelo LasalaAnna Lina RuscelliSujit Kumar SahuDiego L. GuarínSara MocciaPiero CastoldiSilvestro MiceraAndrea Bandini

neurologyneuroimagingimproved patient carecomputer-aided diagnosisfacial asymmetry classificationimage analysismachine learningfacial recognition systemcomputer visionmedical imagingmedical image computingdisease classificationoral medicineintegrating computer visionbiomedical imagingvisual diagnosisclinical neurologycomputer scienceneuroscienceinformation fusion

Video-Based Clinical Gait Analysis in Parkinson’s Disease: A Novel Approach Using Frontal Plane Videos and Machine Learning. (2024)

Marc C. PappasDavid J. BoughanemSidney T. BaudendistelSi ChenShuyu LiuGabriela T. AcevedoDiego L. Guarin

rehabilitationfrontal plane videoskinesiologyvideo understandingneuroimagingneurorehabilitationparkinson's diseasegait analysismovement analysishuman movementmotion analysisshift detectionimage analysisneuroscience

What the Trained Eye Cannot See: Quantitative Kinematics and Machine Learning Detect Movement Deficits in Early-Stage Parkinson’s Disease From Videos. Parkinsonism & Related Disorders (2024)

Diego L GuarínJoshua K WongNikolaus R McFarlandAdolfo Ramirez-ZamoraDavid E Vaillancourt

video understandingmotion analysisimage communicationhuman movementmovement analysisearly-stage parkinsonquantitative kinematicsvisual perceptionneuroimagingparkinson's diseasevideo hallucinationcognitive scienceneurodegenerative diseasesneurorehabilitationmovement disorderstrained eyevisual sciencekinesiologyvision researchneuroscience

3D Video Tracking Technology in the Assessment of Orofacial Impairments in Neurological Disease: Clinical Validation. Journal of Speech Language and Hearing Research (2023)

Deniz JafariLeif SimmatisDiego GuarinLiziane BouvierBabak TaatiYana Yunusova

neurologyneurological diseasecommunicationassistive technologyspeech communication3d imagingcomputer vision3d videoorofacial impairments3d computer visiondeep learningclinical validationspeech technologyhearing research3d pose estimationdigital mediumsneuroscience

Analytical Validation of a Webcam-Based Assessment of Speech Kinematics: Digital Biomarker Evaluation Following the V3 Framework. Digital Biomarkers (2023)

Leif SimmatisSaeid Alavi NaeiniDeniz JafariMichael Kai Yue XieChelsea TanchipNiyousha TaatiScotia McKinlayRupinder SranJustin TruongDiego L GuarinBabak TaatiYana Yunusova

webcam-based assessmentspeech kinematicsproteomicsdata sciencedigital biomarker evaluationanalytical validation

An Artificial Intelligence Video-Based Assessment of Upper-Limb Bradykinesia in Parkinson’s Disease. Research Square (Research Square) (2023)

Diego GuarinJoshua WongAdolfo Ramirez-Zamora

neurologymedicineneuroimagingparkinson's diseasecomputer visionartificial intelligencecomputer-aided diagnosisupper-limb bradykinesianeuroscience

Embellishing Emotrics for a More Complete Emotion Analysis: Addition of the Nasolabial Fold. Facial Plastic Surgery & Aesthetic Medicine (2023)

Liliana EinLauren TrzcinskiLuke PerryKee Yoon BarkTessa HadlockDiego L. Guarin

aestheticsnasolabial foldfacial plastic surgeryophthalmology

Freeing the Animal Model: A Modular, Wirelessly-Powered, Implantable Electronic Platform. Plastic & Reconstructive Surgery (2023)

Jacqueline J. GreenePavel GorelikOfer MazorDiego L. GuarinRonit MalkaTessa Hadlock

reconstructive surgerybiomedical engineeringimplantable deviceswireless implantable devicesflexible electronicselectrical engineeringanimal modelimplantable electronic platformwireless modeling

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Diego L. Guarin

Assistant Professor

University of Florida

Affiliations

College of Health and Human Performance

Applied Physiology & Kinesiology

Diego L. Guarin is currently serving as an Applied Physiology & Kinesiology Assistant Professor at University of Florida.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Diego L. Guarin

University of Florida

Assistant Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Automated Acoustic Analysis in Parkinson’s Disease Using a Smartphone *. (2024)

Gabriela T. Acevedo T.Marc. C. PappasJackson G. WolfeJoshua WongAdolfo Ramirez-ZamoraPamela R. ZeilmanDiego L. Guarin

acoustic analysisparkinson's diseaseneuroscienceacoustic sensors

Characterizing Disease Progression in Parkinson’s Disease From Videos of the Finger Tapping Test. IEEE Transactions on Neural Systems and Rehabilitation Engineering (2024)

Diego L. GuarínJoshua K. WongNikolaus R. McFarlandAdolfo Ramirez-Zamora

neurologyrehabilitationdisease progressionneuroimagingparkinson's diseaserehabilitation engineeringneuroinformaticsmovement disordersneural engineeringneural network (machine learning)neuroscience

Facial Asymmetry Classification in Neurological Disorders: Integrating Computer Vision and Machine Learning for Improved Patient Care. (2024)

Pratik RanjanAngelo LasalaAnna Lina RuscelliSujit Kumar SahuDiego L. GuarínSara MocciaPiero CastoldiSilvestro MiceraAndrea Bandini

Video-Based Clinical Gait Analysis in Parkinson’s Disease: A Novel Approach Using Frontal Plane Videos and Machine Learning. (2024)

Marc C. PappasDavid J. BoughanemSidney T. BaudendistelSi ChenShuyu LiuGabriela T. AcevedoDiego L. Guarin

What the Trained Eye Cannot See: Quantitative Kinematics and Machine Learning Detect Movement Deficits in Early-Stage Parkinson’s Disease From Videos. Parkinsonism & Related Disorders (2024)

Diego L GuarínJoshua K WongNikolaus R McFarlandAdolfo Ramirez-ZamoraDavid E Vaillancourt

3D Video Tracking Technology in the Assessment of Orofacial Impairments in Neurological Disease: Clinical Validation. Journal of Speech Language and Hearing Research (2023)

Deniz JafariLeif SimmatisDiego GuarinLiziane BouvierBabak TaatiYana Yunusova

Analytical Validation of a Webcam-Based Assessment of Speech Kinematics: Digital Biomarker Evaluation Following the V3 Framework. Digital Biomarkers (2023)

Leif SimmatisSaeid Alavi NaeiniDeniz JafariMichael Kai Yue XieChelsea TanchipNiyousha TaatiScotia McKinlayRupinder SranJustin TruongDiego L GuarinBabak TaatiYana Yunusova

webcam-based assessmentspeech kinematicsproteomicsdata sciencedigital biomarker evaluationanalytical validation

An Artificial Intelligence Video-Based Assessment of Upper-Limb Bradykinesia in Parkinson’s Disease. Research Square (Research Square) (2023)

Diego GuarinJoshua WongAdolfo Ramirez-Zamora

neurologymedicineneuroimagingparkinson's diseasecomputer visionartificial intelligencecomputer-aided diagnosisupper-limb bradykinesianeuroscience

Embellishing Emotrics for a More Complete Emotion Analysis: Addition of the Nasolabial Fold. Facial Plastic Surgery & Aesthetic Medicine (2023)

Liliana EinLauren TrzcinskiLuke PerryKee Yoon BarkTessa HadlockDiego L. Guarin

aestheticsnasolabial foldfacial plastic surgeryophthalmology

Freeing the Animal Model: A Modular, Wirelessly-Powered, Implantable Electronic Platform. Plastic & Reconstructive Surgery (2023)

Jacqueline J. GreenePavel GorelikOfer MazorDiego L. GuarinRonit MalkaTessa Hadlock

reconstructive surgerybiomedical engineeringimplantable deviceswireless implantable devicesflexible electronicselectrical engineeringanimal modelimplantable electronic platformwireless modeling

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