Jihye Yun

Deep Learning in Medical Imaging

Mingyu Kim, Jihye Yun, Yongwon Cho et al. · Neurospine · 2019 · 342 citations · Full text

Computing, Computer Science, Neuroscience +17

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

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 · 136 citations

Medicine, Clinical Sciences, Radiology +17

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 · 129 citations · Full text

Medicine, Oncology, Radiology +17

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 · 124 citations

Computing, Biomedical Engineering, Radiology +14