| Changes in cancer detection and false-positive recall in mammography using artificial intelligence: a retrospective, multireader study HE Kim*, HH Kim*, BK Han*, KH Kim, K Han, H Nam, EH Lee, EK Kim The Lancet Digital Health 2 (3), e138-e148, 2020 | 442 | 2020 |
| Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ... JAMA network open 3 (3), e200265-e200265, 2020 | 399 | 2020 |
| Srm: A style-based recalibration module for convolutional neural networks HJ Lee, HE Kim, H Nam Proceedings of the IEEE/CVF International conference on computer vision …, 2019 | 338 | 2019 |
| Batch-instance normalization for adaptively style-invariant neural networks H Nam, HE Kim Advances in Neural Information Processing Systems 31, 2558-2567, 2018 | 273 | 2018 |
| A novel approach for tuberculosis screening based on deep convolutional neural networks S Hwang*, HE Kim*, J Jeong, HJ Kim Medical imaging 2016: computer-aided diagnosis 9785, 97852W, 2016 | 249 | 2016 |
| Self-transfer learning for weakly supervised lesion localization S Hwang, HE Kim Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016 | 192* | 2016 |
| Applying data-driven imaging biomarker in mammography for breast cancer screening: preliminary study EK Kim, HE Kim, K Han, BJ Kang, YM Sohn, OH Woo, CW Lee Scientific reports 8 (1), 2762, 2018 | 132 | 2018 |
| Transferring knowledge to smaller network with class-distance loss SW Kim, HE Kim ICLR 2017 workshop, 2017 | 43 | 2017 |
| Deconvolutional feature stacking for weakly-supervised semantic segmentation HE Kim, S Hwang arXiv preprint arXiv:1602.04984, 2016 | 43* | 2016 |
| Keep and learn: Continual learning by constraining the latent space for knowledge preservation in neural networks HE Kim, S Kim, J Lee Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 40 | 2018 |
| Object recognition method and apparatus based on weakly supervised learning HE Kim, SH Hwang US Patent 10,102,444, 2018 | 36 | 2018 |
| A 182 mW 94.3 f/s in Full HD Pattern-Matching Based Image Recognition Accelerator for an Embedded Vision System in 0.13- CMOS Technology JS Park, HE Kim, LS Kim IEEE transactions on circuits and systems for video technology 23 (5), 832-845, 2012 | 32 | 2012 |
| Photometric transformer networks and label adjustment for breast density prediction J Lee, D Yoo, HE Kim Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 28 | 2019 |
| A unified graphics and vision processor with a 0.89/spl mu/W/fps pose estimation engine for augmented reality JS Yoon, JH Kim, HE Kim, WY Lee, SH Kim, K Chung, JS Park, LS Kim IEEE Transactions on Very Large Scale Integration (VLSI) Systems 21 (2), 206-216, 2012 | 24 | 2012 |
| Homogeneous stream processors with embedded special function units for high-utilization programmable shaders YJ Kim, HE Kim, SH Kim, JS Park, S Paek, LS Kim IEEE transactions on very large scale integration (VLSI) systems 20 (9 …, 2011 | 22 | 2011 |
| Impact of image compression on deep learning-based mammogram classification YY Jo, YS Choi, HW Park, JH Lee, H Jung, HE Kim, K Ko, CW Lee, ... Scientific Reports 11 (1), 7924, 2021 | 21 | 2021 |
| Cloud-based pathological analysis system and method HE Kim, S Hwang, P Seung-Wook, JI Lee, J Min-Hong, YOO Dong-Geun, ... US Patent App. 15/113,680, 2017 | 19 | 2017 |
| All-digital hybrid temperature sensor network for dense thermal monitoring S Paek, W Shin, J Lee, HE Kim, JS Park, LS Kim 2013 IEEE International Solid-State Circuits Conference Digest of Technical …, 2013 | 19 | 2013 |
| A vision processor with a unified interest-point detection and matching hardware for accelerating a stereo-matching algorithm JS Park, HE Kim, HY Kim, J Lee, LS Kim IEEE Transactions on Circuits and Systems for Video Technology 26 (12), 2328 …, 2015 | 15 | 2015 |
| Hybrid temperature sensor network for area-efficient on-chip thermal map sensing S Paek, W Shin, J Lee, HE Kim, JS Park, LS Kim IEEE Journal of Solid-State Circuits 50 (2), 610-618, 2015 | 14 | 2015 |
Sangheum HwangSeoul National University of Science and TechnologyVerified email at seoultech.ac.kr