Jihye Yun

Deep Learning in Medical Imaging

Mingyu Kim, Jihye Yun, Yongwon Cho et al. · Neurospine · 2019 · 325 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 306 citations · Full text

Content-based Image Retrieval by Using Deep Learning for Interstitial Lung Disease Diagnosis with Chest CT

Jooae Choe, Hye Jeon Hwang, Joon Beom Seo et al. · Radiology · 2021 · 131 citations

Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma

Jihye Yun, Ji Eun Park, Hyunna Lee et al. · Scientific Reports · 2019 · 127 citations · Full text

Improvement of fully automated airway segmentation on volumetric computed tomographic images using a 2.5 dimensional convolutional neural net

Jihye Yun, Jinkon Park, Donghoon Yu et al. · Medical Image Analysis · 2018 · 121 citations

Computed Tomography, Image Analysis, Engineering +12