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Myeongkyun Kang
Myeongkyun Kang
PhD Candidate, DGIST
Verified email at dgist.ac.kr
Title
Cited by
Cited by
Year
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
412021
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
222021
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
122022
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
112023
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
72024
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
52024
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 95, 103156, 2024
42024
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
42023
Video domain adaptation for semantic segmentation using perceptual consistency matching
I Ullah, S An, M Kang, P Chikontwe, H Lee, J Choi, SH Park
Neural Networks 179, 106505, 2024
22024
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
22023
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
12022
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
12021
Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification
P Chikontwe, M Kang, M Luna, S Nam, SH Park
International Conference on Medical Image Computing and Computer-Assisted …, 2024
2024
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
S An, M Kang, S Kim, P Chikontwe, L Shen, SH Park
International Conference on Medical Image Computing and Computer-Assisted …, 2024
2024
Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model
R Oh, M Kang, J Ahn, EK Lee, K Bae, UC Park, KH Park, CK Yoon
Translational Vision Science & Technology 13 (9), 14-14, 2024
2024
Unsupervised speckle noise reduction technique for clinical ultrasound imaging
D Jung, M Kang, SH Park, N Guezzi, J Yu
Ultrasonography 43 (5), 327, 2024
2024
Context-Guided Medical Visual Question Answering
W Arsalane, P Chikontwe, M Luna, M Kang, SH Park
MICCAI Student Board EMERGE Workshop: Empowering MEdical image computing …, 0
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