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 |
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 | 19 | 2021 |
Machine Learning–Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features S Lee, M Kang, K Byeon, SE Lee, IH Lee, YA Kim, SW Kang, JT Park Journal of Digital Imaging 35 (5), 1091-1100, 2022 | 4 | 2022 |
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations M Kang, S Kim, KH Jin, E Adeli, KM Pohl, SH Park Pattern Recognition 149, 110230, 2024 | 2 | 2024 |
Few shot part segmentation reveals compositional logic for industrial anomaly detection S Kim, S An, P Chikontwe, M Kang, E Adeli, KM Pohl, SH Park Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8591-8599, 2024 | 2 | 2024 |
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 | 2 | 2023 |
Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation M Kang, D Won, M Luna, P Chikontwe, KS Hong, JH Ahn, SH Park Neural Networks 166, 722-737, 2023 | 1 | 2023 |
Mixing-AdaSIN: Constructing a de-biased dataset using adaptive structural instance normalization and texture mixing M Kang, P Chikontwe, M Luna, KS Hong, JH Ahn, SH Park Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021 | 1 | 2021 |
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets S Kim, H Park, M Kang, KH Jin, E Adeli, KM Pohl, SH Park Medical Image Analysis, 103156, 2024 | | 2024 |
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation M Kang, P Chikontwe, S Kim, KH Jin, E Adeli, KM Pohl, SH Park International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor S Nam, M Knag, D Won, P Chikontwe, BJ Noh, H Go, SH Park International Workshop on PRedictive Intelligence In MEdicine, 115-125, 2022 | | 2022 |