Seoung-Ho Choi Introduction to medical deep learning Seungho Choi Introduction to deep learning solutions To classify Alzheimer’s Disease from 3D structural MRI data A Study on the Importance of Adaptive Seed Value Exploration Bi-activation Function : an Enhanced Version of an Activation Function in Convolutional Neural Network Nonlinear Exponential Regularization : An Improved Version of Regularization for Deep Learning Model Visualization Techniques for Outlier data Unsupervised learning for real-world super-resolution review presentation Presentation of master thesis Ensemble normalization for stable training Middle school winter science garden participation certificate Elementary school winter model aircraft school certificate Elementary school youth science exploration contest silver prize Elementary school youth science contest silver prize Middle school creativity problem solving ability contest encouragement prize Middle school youth science exploration contest bronze prize Elementary school minister of science and technology award Elementary school completion certificate Jung-gu education center for the gifted Encouragement award in Korean Information Science Society for Undergraduate Students Best paper in Korean Communication Society PS(Personal Statement) Korean PS(Personal Statement) English Master degree certificate