Faculty

Institution

Unit

Venue

Peter Lum

Professor of Biomedical Engineering

Catholic University of America

Affiliations

School of Engineering

Department of Biomedical Engineering

Peter Lum is currently serving as a Biomedical Engineering Professor of Biomedical Engineering at Catholic University of America.

Honors

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Experiences

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Education

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Peter Lum

Catholic University of America

Professor of Biomedical Engineering

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rehabilitation stroke rehabilitation neuroscience stroke motor control upper extremity physiology rehabilitation robotics robotics human movement neurophysiology neurorehabilitation neurology machine learning physical medicine movement analysis rehabilitation engineering exoskeletons wearable technology telerehabilitation embodied robotics muscle function neurodynamics chronic stroke constraint-induced movement therapy applied physiology neural science movement enhancer hand spring hand rehabilitation experimental medicine health technology functional recovery accelerometers gait analysis robot-assisted movement training pilot testing movement therapy functional use high dof arm rehabilitation wearable enhancer mammalian biology autonomous robots head trauma rehabilitation physiological measurements control system technology health systems plastic surgery biomedical analysis machine learning research digital medicine musculoskeletal research micro-level evidence brain science dynamic environments enhanced recovery training systems physical education exercise rehabilitation motor behavior feedforward control object manipulation wear testing wearable systems human physiology classification method impact (mechanics) cross-sectional studies ehealth orthopedic biomechanics bipedal locomotion conventional therapy techniques upper-limb motor function subacute stroke subjects follow-up study human motor control human robot interaction

Notable Scholarly Works

Notable Federal Grants

Collaborators

P035 Distinct Influence of Beta- and Gamma-Tacs on Grip Force Regulation in Healthy Older Adults. Neuromodulation Technology at the Neural Interface (2025)

Syed QadriSeraphina CulpMegan GraingerPeter S. LumShashwati Geed

healthy older adultsneurosciencegrip force regulationneuroimagingneuromodulation (medicine)neural interfaces

Classifying Upper Extremity Motor Function Using Deep Learning and Third-Person Video Data. 2021 IEEE International Conference on Big Data (Big Data) (2024)

Tan TranLin-Ching ChangPeter Lum

big dataupper extremityscientific computingdata sciencemachine visionmachine learningdeep learningthird-person video datamotor controlgesture recognitionhuman pose estimationneurorehabilitationcomputer visionvideo interpretationkinesiologyrehabilitationmachine learning researchvideo understandingdigital medicine

Gravity Support From a Robotic Exoskeleton Increases Spontaneous Use of the Non-Dominant Upper Extremity During a Choice Reaching Task. Journal of Neurophysiology (2024)

Seraphina A CulpShawn J DiRoccoAlexander T BrunfeldtRafael CasasPeter S Lum

upper extremityhuman movementneurophysiologysocial roboticshuman robot interactionindustrial ergonomicsmotor controlneural engineeringexoskeletonsnon-dominant upper extremityrehabilitation roboticsactive controlassistive robotsgravitykinesiologygravity supportrehabilitationmovement disordersbiomedical engineeringneurodynamics

Responsiveness to Exoskeleton Loading During Bimanual Reaching is Associated With Corticospinal Tract Integrity in Stroke. Frontiers in Neuroscience (2024)

Alexander T. BrunfeldtBarbara S. BregmanPeter S. Lum

neurologyneural sciencehuman movementneurorehabilitationneurosciencemotor controlmovement analysisbimanual reachingcorticospinal tract integrityrehabilitationstroke

Therapy for Abnormal Muscle Synergies in Stroke Using the Ulix Low-Impedance Robot. (2024)

Shawn J. DiRoccoSeraphina A. CulpRafael CasasPeter S. Lum

physical medicineperipheral artery diseaserehabilitation engineeringmuscle functionabnormal muscle synergiesneuromuscular medicinephysical therapymotor disordersneuroradiologymechanobiologyneurorehabilitationcritical carehand therapyskeletal musclemusculoskeletal disordersstrokerehabilitationulix low-impedance robotmovement disordersbiomedical engineering

347 the Tradeoff Between Kinematic and Muscular Control of Reaching as a Potential Biomarker of Motor Performance in Stroke. Journal of Clinical and Translational Science (2023)

Alexander T BrunfeldtBarbara S BregmanPeter S Lum

neurosciencemotor controlmotor performancestroke rehabilitationkinematicsbiomarkersmuscular controlrehabilitationstroke

Classification of Functional and Nonfunctional Hand Movement Using Deep Learning and First-Person View Video. (2023)

Tan TranLin-Ching ChangPeter S. Lum

computer visiondeep learningnonfunctional hand movementhuman movementneurosciencemotor controlfirst-person view videokinesiologypattern recognitionmovement analysismotion analysisactivity recognitionrehabilitation

Concurrent Validity of Machine Learning-Classified Functional Upper Extremity Use From Accelerometry in Chronic Stroke. Frontiers in Physiology (2023)

Shashwati GeedMegan L. GraingerAbigail MitchellCassidy C. AndersonHenrike L. SchmaulfussSeraphina A. CulpEilis R. McCormickMaureen R. McGarryMystee N. DelgadoAllysa D. NoccioliJulia ShelepovAlexander W. DromerickPeter S. Lum

physiologyelectrophysiologychronic strokeconcurrent validityhuman physiologyhealth sciencesrehabilitationmachine learning

Evolution of a System to Monitor Infant Neuromotor Development in the Home: Lessons From Covid-19. Healthcare (2023)

Manon Maitland SchladenHsin-Hung KuoTan TranAchuna OfoneduHanh HoangRobert JettMegan GuKimberly LiuKai’lyn MohammedYas’lyn MohammedPeter S. LumYiannis Koumpouros

health policypublic healthpediatricshealth careinfant neuromotor developmentai healthcarehealth technologyhome carehealth systemschild development

Functional Arm Movement Classification in Stroke Survivors Using Deep Learning With Accelerometry Data. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Tan TranLin-Ching ChangPeter S. Lum

accelerometry datadeep learningneurosciencemotor controlkinesiologystroke rehabilitationmovement analysisactivity recognitionrehabilitationstrokemachine learningstroke survivors

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Peter Lum

Professor of Biomedical Engineering

Catholic University of America

Affiliations

School of Engineering

Department of Biomedical Engineering

Peter Lum is currently serving as a Biomedical Engineering Professor of Biomedical Engineering at Catholic University of America.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Peter Lum

Catholic University of America

Professor of Biomedical Engineering

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

P035 Distinct Influence of Beta- and Gamma-Tacs on Grip Force Regulation in Healthy Older Adults. Neuromodulation Technology at the Neural Interface (2025)

Syed QadriSeraphina CulpMegan GraingerPeter S. LumShashwati Geed

healthy older adultsneurosciencegrip force regulationneuroimagingneuromodulation (medicine)neural interfaces

Classifying Upper Extremity Motor Function Using Deep Learning and Third-Person Video Data. 2021 IEEE International Conference on Big Data (Big Data) (2024)

Tan TranLin-Ching ChangPeter Lum

Gravity Support From a Robotic Exoskeleton Increases Spontaneous Use of the Non-Dominant Upper Extremity During a Choice Reaching Task. Journal of Neurophysiology (2024)

Seraphina A CulpShawn J DiRoccoAlexander T BrunfeldtRafael CasasPeter S Lum

Responsiveness to Exoskeleton Loading During Bimanual Reaching is Associated With Corticospinal Tract Integrity in Stroke. Frontiers in Neuroscience (2024)

Alexander T. BrunfeldtBarbara S. BregmanPeter S. Lum

neurologyneural sciencehuman movementneurorehabilitationneurosciencemotor controlmovement analysisbimanual reachingcorticospinal tract integrityrehabilitationstroke

Therapy for Abnormal Muscle Synergies in Stroke Using the Ulix Low-Impedance Robot. (2024)

Shawn J. DiRoccoSeraphina A. CulpRafael CasasPeter S. Lum

347 the Tradeoff Between Kinematic and Muscular Control of Reaching as a Potential Biomarker of Motor Performance in Stroke. Journal of Clinical and Translational Science (2023)

Alexander T BrunfeldtBarbara S BregmanPeter S Lum

neurosciencemotor controlmotor performancestroke rehabilitationkinematicsbiomarkersmuscular controlrehabilitationstroke

Classification of Functional and Nonfunctional Hand Movement Using Deep Learning and First-Person View Video. (2023)

Tan TranLin-Ching ChangPeter S. Lum

Concurrent Validity of Machine Learning-Classified Functional Upper Extremity Use From Accelerometry in Chronic Stroke. Frontiers in Physiology (2023)

physiologyelectrophysiologychronic strokeconcurrent validityhuman physiologyhealth sciencesrehabilitationmachine learning

Evolution of a System to Monitor Infant Neuromotor Development in the Home: Lessons From Covid-19. Healthcare (2023)

Manon Maitland SchladenHsin-Hung KuoTan TranAchuna OfoneduHanh HoangRobert JettMegan GuKimberly LiuKai’lyn MohammedYas’lyn MohammedPeter S. LumYiannis Koumpouros

health policypublic healthpediatricshealth careinfant neuromotor developmentai healthcarehealth technologyhome carehealth systemschild development

Functional Arm Movement Classification in Stroke Survivors Using Deep Learning With Accelerometry Data. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Tan TranLin-Ching ChangPeter S. Lum

accelerometry datadeep learningneurosciencemotor controlkinesiologystroke rehabilitationmovement analysisactivity recognitionrehabilitationstrokemachine learningstroke survivors

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Institution

Northwestern University

rehabilitation

neurological rehabilitation

Derek Kamper

Institution

University of North Carolina at Chapel Hill

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robotics automation

Karl Zelik

Institution

Vanderbilt University

industrial informatics

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Eric Perreault

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Michael Lewek

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