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2025 Spring Class Projects

Predict hand gestures using high density surface EMG

Junseong Kim (BME)

Diagnosing cardiovascular diseases from multimodal data

Hongryung Jeon (ME)

Comparative evaluation of machine learning methods for MEG-based emotion classification

MoonA Yoo (BME)

Diagnosis of Parkison’s disease from movement data using classification methods

Sanwon Son (HST)

Multimodal data analysis of rodents during social discrimination task

Subin Park (BME)

SVM-based classification of Parkinson’s disease from voice data

SunYeong Choi (BME)

Decoding cognitive states for EEG-based music brain-computer interfaces

ChaeEun Yoon (BME)

Machine learning methodology for cell type classification of single-cell RNA sequencing data

Donggeon Woo (BME)

Comparing the performance of brain MRI image classification models

Hyunsu Kim (CSE)

Cross-context FDA of hippocampal serotonin predicts freezing behavior

Minseok Jeong (BIO)

Comparison of machine learning models for simultaneous temperature and strain compensation in FBG sensors

Seong-Cheol Yoon (ME)

Prediction of arm movement direction from human electrocorticography (ECoG)

Seyoung Shin (BME)

Classification of EEG microstates during resting states in patients with alcohol use disorder

Hanjin Park (BME)

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