Aaron S. Kemp

Researcher

University of Arkansas for Medical Sciences

faculty

14 h-index 50 pubs 780 cited

Research Areas

Parkinson's Disease Mechanisms and Treatments Advanced Neural Network Applications Telemedicine and Telehealth Implementation Behavioral and Psychological Studies Health disparities and outcomes Radiomics and Machine Learning in Medical Imaging Natural Language Processing Techniques

Links

ORCID Lab Website

Is this your profile? Verify and claim your profile

OverviewAI-generated summary

Aaron S. Kemp's research focuses on the application of machine learning and telemedicine to study Parkinson's disease. He has investigated methods for processing voice samples using pre-trained convolutional neural networks and other machine learning techniques to identify the disease. His work also explores the feasibility of conducting telemedicine research visits for individuals with Parkinson's disease, particularly those in medically underserved rural areas, utilizing regional telehealth networks. Kemp has also examined caregiver burden as expressed in social media discussions and the relationship between finger tapping, gait, and dopamine response in Parkinson's disease patients. His research network includes collaborations with Linda Larson-Prior, Lakshmi Pillai, Tuhin Virmani, and Aliyah Glover at the University of Arkansas for Medical Sciences, with whom he has co-authored numerous publications.

Metrics

  • h-index: 14
  • Publications: 50
  • Citations: 780

Selected Publications

  • Pre-trained convolutional neural networks identify Parkinson’s disease from spectrogram images of voice samples (2025) DOI
  • Pre-trained Convolutional Neural Networks Identify Parkinson’s Disease from Spectrogram Images of Voice Samples (2024) DOI
  • Feasibility of regional center telehealth visits utilizing a rural research network in people with Parkinson’s disease (2024) DOI
  • Development and implementation of the frog-in-maze game to study upper limb movement in people with Parkinson’s disease (2023) DOI
  • A machine learning method to process voice samples for identification of Parkinson’s disease (2023) DOI
  • Automated rodent sleep spindle detector: MATLAB app using two complementary search algorithms (2023) DOI
  • A Machine Learning Method to Process Voice Samples for Identification of Parkinson’s Disease (2023) DOI
  • 235 Use of Community Review Boards to Evaluate the Utility of the ICF Navigator - A Browser-based Tool to Create Plain-Language Informed Consent Forms (2023) DOI
  • Development and Implementation of The Frog-In-Maze Game to Study Upper limb Movement in People with Parkinson’s Disease (2023) DOI
  • Analysis of Caregiver Burden Expressed in Social Media Discussions (2023) DOI
  • The informed consent form navigator: a tool for producing readable and compliant consent documents (2022) DOI
  • Feasibility of telemedicine research visits in people with Parkinson’s disease residing in medically underserved areas (2022) DOI
  • Amplitude setting and dopamine response of finger tapping and gait are related in Parkinson’s disease (2022) DOI
  • Semantic Integration of Multi-Modal Data and Derived Neuroimaging Results Using the Platform for Imaging in Precision Medicine (PRISM) in the Arkansas Imaging Enterprise System (ARIES) (2022) DOI
  • Amplitude setting and dopamine response of finger tapping and gait are related in Parkinson’s disease (2021) DOI

Collaborators

Researchers in the database who share publications

Linda Larson‐Prior University of Arkansas for Medical Sciences 17 shared publications Lakshmi Pillai University of Arkansas for Medical Sciences 13 shared publications Tuhin Virmani University of Arkansas for Medical Sciences 13 shared publications Aliyah Glover University of Arkansas for Medical Sciences 10 shared publications Fred Prior University of Arkansas for Medical Sciences 6 shared publications Horace J. Spencer University of Arkansas for Medical Sciences 6 shared publications Yasir Rahmatallah University of Arkansas for Medical Sciences 5 shared publications Jonathan P. Bona University of Arkansas for Medical Sciences 4 shared publications

Similar Researchers

Based on overlapping research topics

Lakshmi Pillai University of Arkansas for Medical Sciences
Parkinson's Disease Mechanisms and Treatments Advanced Neural Network Applications Telemedicine and Telehealth Implementation
Strong match 6 shared topics
Aliyah Glover University of Arkansas for Medical Sciences
Parkinson's Disease Mechanisms and Treatments Advanced Neural Network Applications Telemedicine and Telehealth Implementation
Good match 5 shared topics
Kellie Coleman University of Arkansas for Medical Sciences
Parkinson's Disease Mechanisms and Treatments Telemedicine and Telehealth Implementation Behavioral and Psychological Studies
Good match 4 shared topics
Terri Imus University of Arkansas for Medical Sciences
Parkinson's Disease Mechanisms and Treatments Telemedicine and Telehealth Implementation Health disparities and outcomes
Good match 3 shared topics
Sunanda Das University of Arkansas at Fayetteville
Advanced Neural Network Applications Behavioral and Psychological Studies Health disparities and outcomes
Good match 4 shared topics
Israel Cuevas University of Arkansas at Fayetteville
Advanced Neural Network Applications Behavioral and Psychological Studies Natural Language Processing Techniques
Good match 3 shared topics