Myeongkyun Kang

Daegu, Republic of Korea

Last Updated: 09/26/2026

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Found 13 publications

A robust vision language model for molecular status prediction and radiology report generation in adult-type diffuse gliomas.

A robust vision language model for molecular status prediction and radiology report generation in adult-type diffuse gliomas.

Journal: NPJ digital medicine
Published: December 06, 2025

Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis.

Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis.

Journal: IEEE transactions on medical imaging
Published: March 03, 2025

Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model.

Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model.

Journal: Translational vision science & technology
Published: September 12, 2024

Target-aware cross-modality unsupervised domain adaptation for vestibular schwannoma and cochlea segmentation.

Target-aware cross-modality unsupervised domain adaptation for vestibular schwannoma and cochlea segmentation.

Journal: Scientific reports
Published: March 06, 2024

One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation.

One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation.

Journal: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
Published: January 11, 2024

Unsupervised speckle noise reduction technique for clinical ultrasound imaging.

Unsupervised speckle noise reduction technique for clinical ultrasound imaging.

Journal: Ultrasonography (Seoul, Korea)
Published: January 09, 2024

Video domain adaptation for semantic segmentation using perceptual consistency matching.

Video domain adaptation for semantic segmentation using perceptual consistency matching.

Journal: Neural networks : the official journal of the International Neural Network Society
Published: November 12, 2023

Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation.

Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation.

Journal: Medical image analysis
Published: September 27, 2023

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets.

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets.

Journal: Medical image analysis
Published: July 10, 2023

Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation.

Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation.

Journal: Neural networks : the official journal of the International Neural Network Society
Published: January 04, 2023

Machine Learning-Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features.

Machine Learning-Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features.

Journal: Journal of digital imaging
Published: March 16, 2021

Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective.

Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective.

Journal: Journal of Korean medical science
Published: November 13, 2020
Showing 1-12 of 13

Last Updated: 09/26/2026