Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ... IEEE transactions on medical imaging 38 (11), 2556-2568, 2019 | 276 | 2019 |
Altered brain developmental trajectories in adolescents after initiating drinking A Pfefferbaum, D Kwon, T Brumback, WK Thompson, K Cummins, ... American journal of psychiatry 175 (4), 370-380, 2018 | 200 | 2018 |
Multiple instance learning with center embeddings for histopathology classification P Chikontwe, M Kim, SJ Nam, H Go, SH Park Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 110 | 2020 |
Deep learning-based segmentation and classification of leaf images for detection of tomato plant disease M Shoaib, T Hussain, B Shah, I Ullah, SM Shah, F Ali, SH Park Frontiers in Plant Science 13, 1031748, 2022 | 95 | 2022 |
2018 robotic scene segmentation challenge M Allan, S Kondo, S Bodenstedt, S Leger, R Kadkhodamohammadi, ... arXiv preprint arXiv:2001.11190, 2020 | 73 | 2020 |
Visualization of perivascular spaces in the human brain at 7 T: sequence optimization and morphology characterization X Zong, SH Park, D Shen, W Lin Neuroimage 125, 895-902, 2016 | 60 | 2016 |
Optimization of local shape and appearance probabilities for segmentation of knee cartilage in 3-D MR images S Lee, SH Park, H Shim, ID Yun, SU Lee Computer Vision and Image Understanding 115 (12), 1710-1720, 2011 | 53 | 2011 |
A deep learning model for identifying diabetic retinopathy using optical coherence tomography angiography G Ryu, K Lee, D Park, SH Park, M Sagong Scientific reports 11 (1), 23024, 2021 | 51 | 2021 |
Few-shot relation learning with attention for EEG-based motor imagery classification S An, S Kim, P Chikontwe, SH Park 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 47 | 2020 |
Spinal stenosis grading in magnetic resonance imaging using deep convolutional neural networks D Won, HJ Lee, SJ Lee, SH Park Spine 45 (12), 804-812, 2020 | 45 | 2020 |
Structured learning for 3-D perivascular space segmentation using vascular features J Zhang, Y Gao, SH Park, X Zong, W Lin, D Shen IEEE Transactions on Biomedical Engineering 64 (12), 2803-2812, 2017 | 43 | 2017 |
Segmentation of perivascular spaces in 7 T MR image using auto-context model with orientation-normalized features SH Park, X Zong, Y Gao, W Lin, D Shen Neuroimage 134, 223-235, 2016 | 43 | 2016 |
Enhancement of perivascular spaces in 7 T MR image using Haar transform of non-local cubes and block-matching filtering Y Hou, SH Park, Q Wang, J Zhang, X Zong, W Lin, D Shen Scientific Reports 7 (1), 8569, 2017 | 42 | 2017 |
Robust brain ROI segmentation by deformation regression and deformable shape model Z Wu, Y Guo, SH Park, Y Gao, P Dong, SW Lee, D Shen Medical image analysis 43, 198-213, 2018 | 37 | 2018 |
Smart data processing for energy harvesting systems using artificial intelligence S Divya, S Panda, S Hajra, R Jeyaraj, A Paul, SH Park, HJ Kim, TH Oh Nano Energy 106, 108084, 2023 | 35 | 2023 |
Cad: Co-adapting discriminative features for improved few-shot classification P Chikontwe, S Kim, SH Park Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 35 | 2022 |
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening P Chikontwe, M Luna, M Kang, KS Hong, JH Ahn, SH Park Medical Image Analysis 72, 102105, 2021 | 33 | 2021 |
Bidirectional rnn-based few shot learning for 3d medical image segmentation S Kim, S An, P Chikontwe, SH Park Proceedings of the AAAI conference on artificial intelligence 35 (3), 1808-1816, 2021 | 31 | 2021 |
Two-step U-Nets for brain tumor segmentation and random forest with radiomics for survival time prediction S Kim, M Luna, P Chikontwe, SH Park Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 31 | 2020 |
Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images A Zaman, SH Park, H Bang, C Park, I Park, S Joung International journal of computer assisted radiology and surgery 15, 931-941, 2020 | 29 | 2020 |