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 | 115 | 2020 |
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification S An, S Kim, P Chikontwe, SH Park IROS, 2020 | 48 | 2020 |
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 https://www.medrxiv.org/content/10.1101/2020.09.14.20194654v1, 2020 | 35 | 2020 |
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation S Kim, S An, P Chikontwe, SH Park AAAI, 2021 | 33 | 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 |
Enhancement of perivascular spaces using densely connected deep convolutional neural network E Jung, P Chikontwe, X Zong, W Lin, D Shen, SH Park IEEE Access 7, 18382-18391, 2019 | 26 | 2019 |
Deep multi-task network for learning person identity and attributes P Chikontwe, HJ Lee IEEE Access 6, 60801-60811, 2018 | 21 | 2018 |
Quantitative assessment of chest CT patterns in COVID-19 and bacterial pneumonia patients: a deep learning perspective M Kang, KS Hong, P Chikontwe, M Luna, JG Jang, J Park, KC Shin, ... Journal of Korean medical science 36 (5), 2021 | 20 | 2021 |
Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames I ULLAH, P CHIKONTWE, SH PARK IEEE Access, 2019 | 17 | 2019 |
Feature re-calibration based multiple instance learning for whole slide image classification P Chikontwe, SJ Nam, H Go, M Kim, HJ Sung, SH Park International conference on medical image computing and computer-assisted …, 2022 | 15 | 2022 |
Heounjeong Go, and Sang Hyun Park. Multiple instance learning with center embeddings for histopathology classification P Chikontwe, M Kim, SJ Nam International Conference on Medical Image Computing and Computer-Assisted …, 0 | 15 | |
Uncertainty-aware semi-supervised few shot segmentation S Kim, P Chikontwe, S An, SH Park Pattern Recognition 137, 109292, 2023 | 10 | 2023 |
Dual attention relation network with fine-tuning for few-shot EEG motor imagery classification S An, S Kim, P Chikontwe, SH Park IEEE Transactions on Neural Networks and Learning Systems, 2023 | 9 | 2023 |
Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization P Chikontwe, HJ Sung, J Jeong, M Kim, H Go, SJ Nam, SH Park Medical Image Analysis 80, 102482, 2022 | 9 | 2022 |
Structure-preserving image translation for multi-source medical image domain adaptation M Kang, P Chikontwe, D Won, M Luna, SH Park Pattern Recognition 144, 109840, 2023 | 7 | 2023 |
Face sketch synthesis using conditional adversarial networks C Philip, LH Jong 2017 International Conference on Information and Communication Technology …, 2017 | 7 | 2017 |
Guidewire tip tracking using U-Net with shape and motion constraints I Ullah, P Chikontwe, SH Park 2019 International Conference on Artificial Intelligence in Information and …, 2019 | 6 | 2019 |
Medical Image Computing and Computer Assisted Intervention-MICCAI 2020-23rd International Conference, Lima, Peru, October 4-8, 2020 P Chikontwe, M Kim, SJ Nam, H Go, SH Park Proceedings, Part V. Springer, 519-528, 2020 | 5 | 2020 |
Synthesize and segment: Towards improved catheter segmentation via adversarial augmentation I Ullah, P Chikontwe, H Choi, CH Yoon, SH Park Applied Sciences 11 (4), 1638, 2021 | 4 | 2021 |