Publications

Lee S, Chun KS, Lee S, Park H, Le TD, Jung JY. Suppression of immobilisation device on wrist radiography to improve fracture visualisation. European Radiology. 2024 Dec (E-pub ahead of print)

Lee S, Lee S, San Chun K, Park J, Jung JY. Negative Screening AI in Ankle Stress Radiography to Reduce Workload. Academic Radiology. 2024 Oct  31;10:4139-4151.

Lee S, Jung JY, Mahatthanatrakul A, Kim JS. Artificial Intelligence in Spinal Imaging and Patient Care: A Review of Recent Advances. Neurospine. 2024 Jun 21;2:474-486.

Lee S, Jung JY, Chung H, Lee HS, Nickel D, Lee J, Lee SY. Comparative analysis of image quality and interchangeability between standard and deep learning-reconstructed T2-weighted spine MRI. Magnetic Resonance Imaging. 2024 Jun 1;109:211-20.

Choi MH, Jung JY, Peng Z, Grosskopf S, Suehling M, Hofmann C, Pak S. Development and Validation of a Deep-Learning-Based Algorithm for Detecting and Classifying Metallic Implants in Abdominal and Spinal CT Topograms. Diagnostics. 2024 Mar 22;14(7):668.

Kim DK, Lee SY, Lee J, Huh YJ, Lee S, Lee S, Jung JY, Lee HS, Benkert T, Park SH. Deep learning-based k-space-to-image reconstruction and super resolution for diffusion-weighted imaging in whole-spine MRI. Magnetic Resonance Imaging. 2024 Jan 1;105:82-91.

Lee S, Lee SY, Jung JY, Nam Y, Jeon HJ, Jung CK, Shin SH, Chung YG. Ensemble learning-based radiomics with multi-sequence magnetic resonance imaging for benign and malignant soft tissue tumor differentiation.  PloS One. 2023 May 31;18(5):e0286417

Lee S, Jung JY, Nam Y, Jung CK, Lee SY, Lee J, Shin SH, Chung YG. Diagnosis of Marginal Infiltration in Soft Tissue Sarcoma by Radiomics Approach Using T2‐Weighted Dixon Sequence. Journal of Magnetic Resonance Imaging. 2023 Mar;57(3):752-60.

Lee S, Elton DC, Yang AH, Koh C, Kleiner DE, Lubner MG, Pickhardt PJ, Summers RM. Fully automated and explainable liver segmental volume ratio and spleen segmentation at CT for diagnosing cirrhosis. Radiology: Artificial Intelligence. 2022 Aug 24;4(5):e210268.

Park H, Lee SY, Lee J, Pak J, Lee K, Lee SE, Jung JY. Detecting multiple myeloma infiltration of the bone marrow on CT scans in patients with osteopenia: feasibility of radiomics analysis. Diagnostics. 2022 Apr 7;12(4):923.

Hwang EJ, Kim S, Jung JY. Fully automated segmentation of lumbar bone marrow in sagittal, high-resolution T1-weighted magnetic resonance images using 2D U-NET. Computers in biology and medicine. 2022 Jan 1;140:105105.

Lee S, Summers RM. Clinical artificial intelligence applications in radiology: chest and abdomen. 

Radiologic Clinics. 2021 Nov 1;59(6):987-1002.

Lee SE, Jung JY, Nam Y, Lee SY, Park H, Shin SH, Chung YG, Jung CK. Radiomics of diffusion-weighted MRI compared to conventional measurement of apparent diffusion-coefficient for differentiation between benign and malignant soft tissue tumors. Scientific Reports. 2021 Jul 27;11(1):15276.

Hong JH, Jung JY, Jo A, Nam Y, Pak S, Lee SY, Park H, Lee SE, Kim S. Development and validation of a radiomics model for differentiating bone islands and osteoblastic bone metastases at abdominal CT. Radiology. 2021 Jun;299(3):626-32.