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Plos One|March 14, 2024
Deep learning-based fully automated grading system for dry eye disease severitySeonghwan Kim, Daseul Park, Youmin Shin, et al.
Biomedical Engineering Letters|March 27, 2026
Data augmentation method for computer-aided diagnosis using specular reflectionYoumin Shin, Jeonga Seol, Changwoo Lee, et al.
Scientific Reports|December 18, 2023
Using spectral and temporal filters with EEG signal to predict the temporal lobe epilepsy outcome after antiseizure medication via machine learningYoumin Shin, Sungeun Hwang, Seung-Bo Lee, et al.
Scientific Reports|September 3, 2024
Increased coherence predicts medical refractoriness in patients with temporal lobe epilepsy on monotherapySungeun Hwang, Youmin Shin, Jun-Sang Sunwoo, et al.
Plos One|June 4, 2026
Deep learning-based arterial waveform analysis for predicting postoperative cerebrovascular events in pediatric patients with Moyamoya diseaseJung-Bin Park, Youmin Shin, Jihun Kim, et al.
Radiology|January 30, 2024
A CT-based Deep Learning Model for Predicting Subsequent Fracture Risk in Patients with Hip FractureYisak Kim, Young-Gon Kim, Jung-Wee Park, et al.
Scientific Reports|September 26, 2025
Prediction of personalized antiseizure medications response based on clinical signatures in epilepsyKyung-Il Park, Youmin Shin, Sungeun Hwang, et al.
Scientific Reports|November 27, 2025
Prediction of longitudinal outcomes and novel cluster identification in epilepsyKyung-Il Park, Sungeun Hwang, Youmin Shin, et al.
NPJ Digital Medicine|October 10, 2025
Automated AI based identification of autism spectrum disorder from home videosDong Yeong Kim, Ryemi Do, Youmin Shin, et al.
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