Jihye Bae

University of Kentucky — United States

Neuroscience · Life Sciences

11h-index303citations68works0.92yr avg
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Research Topics

EEG and Brain-Computer Interfaces(14), Neural dynamics and brain function(14), Educational Research and Pedagogy(8), Functional Brain Connectivity Studies(6), Neuroscience and Neural Engineering(6)

Publications68 total

A large electroencephalogram database of freewill reaching and grasping tasks for brain machine interfaces
Scientific Data·2025Open Access
Digital health interventions for colorectal cancer screening uptake: A scoping review
PLOS Digital Health·2025Open Access
Investigation of the Relationship between Healthcare Access and Air Quality Conditions in Guatemala
Journal of Disease and Global Health·2025Open Access
A Window Analysis for the Decoding of Premovement and Movement Intentions in Freewill EEG <sup>*</sup>
2025
Transfer Learning in EEG-based Reinforcement Learning Brain Machine Interfaces via Q-learning Kernel Temporal Differences
2025
HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation
arXiv (Cornell University)·2025Open Access
A Large Electroencephalogram Database of Freewill Reaching and Grasping Tasks for Brain Machine Interfaces
2025Open Access
Semantic Reconstruction from Fnirs Using Recurrent Neural Networks
2025· 1 cited
Simple and Effective Signal Processing Techniques to Detect Heartbeats from Electrocardiogram
2025
Identifying Key Diagnostic Codes for Initial Belief State Prediction for Modeling Colorectal Cancer Screening Based on Reinforcement Learning
2025
The Role of Digital Health Literacy and Socioeconomic Factors in Colorectal Cancer Screening: Machine Learning Analysis of HINTS Data
2025Open Access
Transforming Alzheimer’s Digital Caregiving through Large Language Models
Current Alzheimer Research·2024· 5 cited
Predictive Powers of Carbon Emissions and Oil Price on Stock and Foreign Exchange (FX) Markets Using Multivariate Recurrent Neural Networks (RNN) Model
Journal of Global Research in Education and Social Science·2024Open Access
Computer vision for kinematic metrics of the drinking task in a pilot study of neurotypical participants
Scientific Reports·2024· 7 citedOpen Access
Equipment Setup and Artifact Removal for Simultaneous Electroencephalogram and Functional Magnetic Resonance Imaging for Clinical Review in Epilepsy
Journal of Visualized Experiments·2023· 1 cited
Predicting grade school scientific literacy from aspects of the early home science environment
Frontiers in Psychology·2023· 13 citedOpen Access
Real-time prediction of massive transfusion during cesarean section using intraoperative hemodynamic monitoring data
American Journal of Obstetrics and Gynecology·2023Open Access
Comparison of transplacental transfer of clarithromycin in singleton and twin pregnancy
American Journal of Obstetrics and Gynecology·2023Open Access
Validation of a non-invasive, real-time, human-in-the-loop model of intracortical brain-computer interfaces
Journal of Neural Engineering·2022· 8 citedOpen Access
Neural Decoders Using Reinforcement Learning in Brain Machine Interfaces: A Technical Review
Frontiers in Systems Neuroscience·2022· 5 citedOpen Access
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Frequent Co-authors

Yinchen Song(6), Jorge Riera(6), José C. Prı́ncipe(6), Joseph T. Francis(5), Luis G. Sánchez Giraldo(5), Justin C. Sanchez(4), Hyun Lee(4), Bhoj Raj Thapa(4), Abhay Deshmukh(3), Pedro A. Valdés-Hernández(3), Benton Girdler(2), Wei‐Chiang Lin(2), Pratik Y. Chhatbar(2), Yoon-Young Park(2), Eric A. Pohlmeyer(2), Akira Sumiyoshi(2), Eduardo Aubert-Vázquez(2), Sung-Ki Kim(2), Justin Huber(2), Sujin Kim(2)