Publications

Stroke

Automated identification of thrombectomy amenable vessel occlusion on computed tomography angiography using deep learning

PUBLICATION

Frontiers in Neurology

AUTHORS

JH Han, H Lee, GH Park, H Hong, D Kim, JG Kim, JT Kim, L Sunwoo, CK Kim, WS Ryu

Stroke

Automated segmentation of MRI white matter hyperintensities in 8,421 patients with acute ischemic stroke

PUBLICATION

American Journal of Neuroradiology July 2024

AUTHORS

Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae and Dong-Eog Kim

Chest radiography

Better performance of deep learning pulmonary nodule detection using chest radiography with pixel level labels in reference to computed tomography: data quality matters

PUBLICATION

Sci Rep

AUTHORS

Kim, J.Y., Ryu, WS., Kim, D. et al.

Stroke

Comparison of two automated CT perfusion software packages in patients with ischemic stroke presenting within 24 h of onset

PUBLICATION

Front Neurosci(2024)

AUTHORS

Kim N, Ha SY, Park GH, Park JH, Kim D, Sunwoo L, Kye MS, Baik SH, Jung C, Ryu WS, Kim BJ.

Oncology

Artificial intelligence-based real-time histopathology of gastric cancer using confocal laser endomicroscopy

PUBLICATION

NPJ Precis Oncol

AUTHORS

Cho H, Moon D, Heo SM, Chu J, Bae H, Choi S, Lee Y, Kim D, Jo Y, Kim K, Hwang K, Lee D, Choi HK, Kim S.

Oncology

Histopathologic image–based deep learning classifier for predicting platinum-based treatment responses in high-grade serous ovarian cancer

PUBLICATION

Nat Commun

AUTHORS

Ahn B, Moon D, Kim HS, Lee C, Cho NH, Choi HK, Kim D, Lee JY, Nam EJ, Won D, An HJ, Kwon SY, Shin SJ, Jung HR, Kwon D, Park H, Kim M, Cha YJ, Park H, Lee Y, Noh S, Lee YM, Choi SE, Kim JM, Sung SH, Park E.

Stroke

Deep Learning-Based Automatic Classification of Ischemic Stroke Subtype Using Diffusion-Weighted Images

PUBLICATION

J Stroke(2024)

AUTHORS

Ryu WS, Schellingerhout D, Lee H, Lee KJ, Kim CK, Kim BJ, Chung JW, Lim JS, Kim JT, Kim DH, Cha JK, Sunwoo L, Kim D, Suh SI, Bang OY, Bae HJ, Kim DE.

Stroke

Automated Prediction of Proximal Middle Cerebral Artery Occlusions in Noncontrast Brain Computed Tomography

PUBLICATION

Stroke(2024)

AUTHORS

Kim PE, Yang H, Kim D, Sunwoo L, Kim CK, Kim BJ, Kim JT, Ryu WS, Kim HS.

Stroke

Trends in Dual Antiplatelet Therapy of Aspirin and Clopidogrel and Outcomes in Ischemic Stroke Patients Noneligible for POINT/CHANCE Trial Treatment

PUBLICATION

J Am Heart Assoc(2024)

AUTHORS

Kim JT, Lee JS, Kim H, Kim BJ, Lee KJ, Park JM, Kang K, Lee SJ, Kim JG, Cha JK, Kim DH, Park TH, Lee K, Lee J, Hong KS, Cho YJ, Park HK, Lee BC, Yu KH, Oh MS, Kim DE, Choi JC, Kwon JH, Kim WJ, Shin DI, Yum KS, Sohn SI, Hong JH, Lee SH, Park MS, Ryu WS, Park KY, Lee J, Saver JL, Bae HJ.

Stroke

The usefulness of global longitudinal peak strain and left atrial volume index in predicting atrial fibrillation in patients with ischemic stroke

PUBLICATION

Front Neurol(2024)

AUTHORS

Park SH, Kim Y, Lee M, Lee SH, Bae JS, Lee JH, Kim TJ, Ko SB, Jeong SW, Kim DE, Ryu WS.

Stroke

Strengthening deep-learning models for intracranial hemorrhage detection: strongly annotated computed tomography images and model ensembles

PUBLICATION

Front Neurol(2023)

AUTHORS

Kang DW, Park GH, Ryu WS, Schellingerhout D, Kim M, Kim YS, Park CY, Lee KJ, Han MK, Jeong HG, Kim DE.

Stroke

Brain Frailty and Outcomes of Acute Minor Ischemic Stroke With Large-Vessel Occlusion

PUBLICATION

J Clin Neurol(2024)

AUTHORS

Park JW, Kim JT, Lee JS, Kim BJ, Yoo J, Han JH, Kim BJ, Kim CK, Kim JG, Baik SH, Park JM, Kang K, Lee SJ, Park H, Cha JK, Park TH, Lee K, Lee J, Hong KS, Lee BC, Kim DE, Choi JC, Kwon JH, Shin DI, Sohn SI, Lee SH, Ryu WS, Lee J, Bae HJ.