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Profile
Eung-Joo Lee
Member of the Graduate Faculty | Assistant Professor, Electrical and Computer Engineering
Electrical and Computer Engineering
Overview
Research
More
Publications
(24)
Recent
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark
2023
machine learning,
surgical workflow,
skill analysis,
benchmarking,
validation
Real-time Face Tracking Based on a Configurable Ensemble of Detectors
2023
computer vision,
facial recognition,
machine learning,
image processing,
tracking systems
Evaluation of a novel MRI-safe needle guidance toolkit for streamlined arthrography procedures
2023
mri,
needle guidance,
arthrography,
toolkit,
evaluation
Development of a Modular Real-time Shared-control System for a Smart Wheelchair
2023
assistive technology,
real-time control,
modular system,
smart wheelchair,
shared control
Self-supervised pre-training improves fundus image classification for diabetic retinopathy
2022
medical imaging,
diabetic retinopathy,
deep learning,
ophthalmology,
machine learning
EADTC: An Approach to Interpretable and Accurate Crime Prediction
2022
crime prediction,
interpretable algorithms,
machine learning,
crime prevention,
predictive modeling
Toward robust partial-image based template matching techniques for MRI-guided interventions
2022
mri-guided interventions,
template matching,
partial-image,
robust techniques,
image processing
National Institute of Justice’s Recidivism Forecasting Challenge
2022
criminal justice,
predictive modeling,
public safety,
data science,
prison reform
Exploiting Simplified Depth Estimation for Stereo-based 2D Object Detection
2022
stereo vision,
depth estimation,
object detection,
computer vision,
machine learning
Wave attenuation prediction of artificial coral reef using machine-learning integrated with hydraulic experiment
2022
wave prediction,
artificial reef,
machine learning,
hydraulic experiment,
wave attenuation