Automated pancreas segmentation and volumetry using deep neural network on computed tomography SH Lim, YJ Kim, YH Park, D Kim, KG Kim, DH Lee Scientific Reports 12 (1), 4075, 2022 | 32 | 2022 |
A deep learning algorithm for automated measurement of vertebral body compression from X-ray images JW Seo, SH Lim, JG Jeong, YJ Kim, KG Kim, JY Jeon Scientific Reports 11 (1), 13732, 2021 | 30 | 2021 |
Safety and efficacy of Wharton's jelly-derived mesenchymal stem cells with teriparatide for osteoporotic vertebral fractures: A phase I/IIa study JH Shim, KT Kim, KG Kim, UY Choi, JW Kyung, S Sohn, SH Lim, H Choi, ... Stem Cells Translational Medicine 10 (4), 554-567, 2021 | 27 | 2021 |
Reproducibility of automated habenula segmentation via deep learning in major depressive disorder and normal controls with 7 Tesla MRI SH Lim, J Yoon, YJ Kim, CK Kang, SE Cho, KG Kim, SG Kang Scientific Reports 11 (1), 13445, 2021 | 17 | 2021 |
Three-dimensional visualization of medical image using image segmentation algorithm based on deep learning SH Lim, YJ Kim, KG Kim Journal of Korea Multimedia Society 23 (3), 468-475, 2020 | 16 | 2020 |
Safety and tolerability of stromal vascular fraction combined with β-tricalcium phosphate in posterior lumbar interbody fusion: phase I clinical trial KT Kim, KG Kim, UY Choi, SH Lim, YJ Kim, S Sohn, SH Sheen, CY Heo, ... Cells 9 (10), 2250, 2020 | 12 | 2020 |
A computer aided diagnosis algorithm for classification of malignant melanoma based on deep learning S Lim, M Lee Journal of Korea Society of Digital Industry and Information Management 14 …, 2018 | 6 | 2018 |
Aux-MVNet: auxiliary classifier-based multi-view convolutional neural network for maxillary sinusitis diagnosis on paranasal sinuses view SH Lim, JH Kim, YJ Kim, MY Cho, JU Jung, R Ha, JH Jung, ST Kim, ... Diagnostics 12 (3), 736, 2022 | 5 | 2022 |
Distribution and characteristics of pancreatic volume using computed tomography volumetry J Yoon, KG Kim, YJ Kim, S Lim, YH Park, D Kim, HT Kang, DH Lee Healthcare Informatics Research 26 (4), 321-327, 2020 | 5 | 2020 |
Multi-class Whole Heart Segmentation Using Residual Multi-dilated Convolution U-Net SH Lim, HS Choi, HJ Bae, SK Jung, JK Jung, MS Lee Proceedings of the Korea Information Processing Society Conference, 508-510, 2019 | 4 | 2019 |
Fully Automatic Heart Segmentation Model Analysis Using Residual Multi-Dilated Recurrent Convolutional U-Net SH Lim, MS Lee KIPS Transactions on Computer and Communication Systems 9 (2), 37-44, 2020 | 2 | 2020 |
Deep learning-based automatic segmentation of the mandibular canal on panoramic radiographs: A multi-device study MTZ Aung, SH Lim, J Han, S Yang, JH Kang, JE Kim, KH Huh, WJ Yi, ... Imaging Science in Dentistry 54 (1), 81, 2024 | 1 | 2024 |
Comparison of 2D, 2.5 D, and 3D segmentation networks for mandibular canals in CBCT images: A study on public and external datasets S Yang, JS Jeong, D Song, JY Han, SH Lim, SJ Kim, JY Yoo, JM Kim, ... | | 2024 |
Automatic segmentation and classification of frontal sinuses for sex determination from CBCT scans using a two-stage anatomy-guided attention network RLB da Silva, S Yang, DE Kim, JH Kim, SH Lim, J Han, JM Kim, JE Kim, ... Scientific Reports 14 (1), 11750, 2024 | | 2024 |
Anatomy-guided Latent Diffusion Model for Fine-grained Medical Image Synthetic Augmentation SH Lim, S Yang, J Han, SJ Kim, DE Kim, YR Kim, JM Kim, JE Kim, WJ Yi Medical Imaging with Deep Learning, 2024 | | 2024 |
Radiomics-based Machine Learning Approach for Quantitative Classification of Spinal Metastases in Computed Tomography EW Lee, SH Lim, JS Jeon, HW Kang, YJ Kim, JY Jeon, KG Kim Journal of Biomedical Engineering Research 42 (3), 71-79, 2021 | | 2021 |