Manuel Enrique Hernandez

Teaching Associate Professor

UIUC

Affiliations

College of Applied Health Sciences

Department of Kinesiology

Kinesiology

Manuel Enrique Hernandez is currently serving as a College Of Applied Health Sciences Teaching Associate Professor at Uiuc.

Honors

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Experiences

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Education

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Manuel Enrique Hernandez

UIUC

Teaching Associate Professor

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rehabilitation kinesiology human movement neurorehabilitation physiological measurements movement disorders movement analysis motor control neuroscience applied physiology neurology neuroscience of aging physical medicine gait analysis multiple sclerosis balance pathological gait upright posture fall prevention older adults cognitive impairment motor behavior physical therapy experimental gerontology physical aging applied cognitive psychology eeg signal processing exercise physiology geriatrics neurological functioning health technology digital medicine neurological rehabilitation systematic review neuropsychological rehabilitation affective computing neurological disorders neurological progress cognitive electrophysiology health monitoring motor disorders musculoskeletal disorders affective neuroscience accelerometers circulatory physiology motor skills neurological function musculoskeletal function machine learning models exercise rehabilitation exercise science delay differential analysis geriatric assessment brain health blood flow measurement dual task pfc activation gait variability learning disabilities neurophysiological biomarkers aging-associated diseases geriatric medicine geriatric neurology physical exercise muscle function timefrequency analysis brain activation changes neurological disease pd patients cop trajectories aerobic fitness motor learning accelerometer data mechanical perturbations deep learning approach motor impairment severity systems neuroscience neuropsychology

Notable Scholarly Works

Notable Federal Grants

Collaborators

Continuous Heart Rate Recovery Monitoring With Ecg Signals From Wearables: Identifying Risk Groups in the General Population. IEEE Journal of Biomedical and Health Informatics (2025)

Ayse DoganAlka BishnoiRichard B. SowersManuel E. Hernandez

ecg signalswearable technologyhuman monitoringcardiovascular researchhealth monitoringslower hrrpatient monitoringphysiological measurementswearable systemswearable sensorshealth technologydigital medicineheart rate recoverydigital healthcardiovascular fitnesshealth scienceshealth policy

Effect of Tai Chi Practice on the Adaptation to Sensory and Motor Perturbations While Standing in Older Adults. Applied Sciences (2025)

Arion DeyHuiyeong ChangLaila ShaabanArmaan SugaGenavieve BradenAndres BustamanteJisang ParkShenhua ZhangYang HuManuel E. Hernandez

rehabilitationupright posturemovement analysishuman movementmotor behaviortai chi practicefall preventionneuroscience of agingbalanceolder adultsexercise physiologymotor controlphysical fitnessphysiological measurementsmotor perturbationskinesiologymotor skillsapplied physiologyphysical activity

Effects of Negative Pressure of Four-Cup Cupping Therapy on Hemodynamic Responses of the Gastrocnemius. Journal of Bodywork and Movement Therapies (2025)

Mansoureh SamadiLiwan HuangPu-Chun MoManuel HernandezIsabella Yu-Ju HungYih-Kuen Jan

physiologyphysical medicinemuscle oxygenationkinesiologyapplied physiologymultiple-cup cupping therapyhuman physiologyexercise physiologyclinical physiologynegative pressurecirculatory physiologyblood vesselsphysical therapy

Environmental Influence on Cognitive-Motor Interaction During Wheelchair Propulsion. Journal of Motor Behavior (2025)

Mikaela L. FrechetteJacob J. SosnoffManuel Enrique HernandezLaura A. Rice

cognitive functionrehabilitationneuropsychologycognitive ergonomicswheelchair propulsionneuropsychological rehabilitationcognitive-motor interactionneurorehabilitationhuman movementtask performancemotor behaviorcognitive impairmentmotor controlcognitive scienceapplied cognitive psychologycognitionhuman performance

Exploration of the Effects of Tai Chi Practice on Lower Limb Corticomuscular Coherence During Balance-Demanding Virtual Reality Conditions in Older Adults. Frontiers in Aging Neuroscience (2025)

Yang HuElizabeth T Hsiao-WeckslerManuel E Hernandez

rehabilitationupright posturekinesiologymagnitude square coherenceapplied physiologyneurorehabilitationexercise physiologyhuman movementmovement analysistai chi practicefall preventionneuroscience of agingphysiological measurementsphysical agingγ cmcbalance

Extending Anxiety Detection From Multimodal Wearables in Controlled Conditions to Real-World Environments. Sensors (2025)

Abdulrahman AlkurdiMaxine HeJonathan CernaJean CloreRichard SowersElizabeth T. Hsiao-WeckslerManuel E. Hernandez

wearable technologycontrolled conditionshealth monitoringfeature-based modelsaffective computingbiostatisticsmachine learning researchphysiological measurementsdata sciencewearable sensorswearable systemsmachine learninghealth technology

Impact of Sensory Organization Tasks on Prefrontal Cortex Activity in Older Women: A Comparative Fnirs Study of Osteoarthritis and Healthy Aging. Frontiers in Aging Neuroscience (2025)

Alka BishnoiYang HuManuel E Hernandez

cognitive neurosciencerehabilitationkinesiologychronic painchronic musculoskeletal conditionsneurorehabilitationpain researchneuroscience of agingbrain functioncomparative fnirs studyneurosciencepfc activation

Intelligent Square Stepping Exercise System for Cognitive-Motor Rehabilitation in Older Adults With Multiple Sclerosis. 2017 Design of Medical Devices Conference (2025)

Xiaorui GuPrakhar GuptaJunmin LiuHan ZhouBrian CistoMohammad Afzal KhanSam MasonRobert MotlEmerson SebastiaoManuel E. Hernandez

rehabilitationwearable technologykinesiologyassistive technologymultiple sclerosisolder adultsneurorehabilitationgait analysispathological gaithuman movementmedical devicesintelligent user interfacesphysiological measurementscognitive-motor rehabilitationhealth technology

Objective Anxiety Level Classification Using Unsupervised Learning and Multimodal Physiological Signals. Smart Health (2025)

Maxine HeJonathan CernaRoshni MathewJiaqi ZhaoJennifer ZhaoEthan EspinaJean L. CloreRichard B. SowersElizabeth T. Hsiao-WeckslerManuel E. Hernandez

anxiety disordersaffectaffective computingpsychologyemotion recognitionemotional responsesmultimodal physiological signalsemotionsphysiological measurementsaffective neuroscienceneuroscienceunsupervised learning

Reliability of Visual Observation to Classify Continuous Wavelet Transforms of Signals of Extremity Movements (P3-5.024). Neurology (2025)

Abdelwahab ElshourbagyLiran ZieglemanTimothy HarriganManuel HernandezJames Brasic

physical medicinerehabilitationwearable technologywavelet theorykinesiologymotion analysisgait analysismovement analysishuman movementpathological gaitvisual observationmovement disordersmotor controlphysiological measurementswaveletsextremity movements