Yoon Seong Choi

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

Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction

Sohi Bae, Yoon Seong Choi, Sung Soo Ahn et al. · Radiology · 2018 · 259 citations · Full text

Medicine, Oncology, Radiology +17

Fully automated hybrid approach to predict the<i>IDH</i>mutation status of gliomas via deep learning and radiomics

Yoon Seong Choi, Sohi Bae, Jong Hee Chang et al. · Neuro-Oncology · 2020 · 242 citations · Full text

Medicine, Oncology, Radiology +17

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs

Tyler Hyungtaek Rim, Chan Joo Lee, Yih Chung Tham et al. · The Lancet Digital Health · 2021 · 212 citations · Full text

Medicine, Cardiology, Computer Science +17

Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging

Yae Won Park, Jongmin Oh, Seng Chan You et al. · European Radiology · 2018 · 178 citations · Full text

Medicine, Pathology, Radiology +16