Research Areas
Meta Reweighting Learning for brain tumor segmentation under label corruption and data scarcity
Engineering Applications of Artificial Intelligence, https://doi.org/10.1016/j.engappai.2025.112322
Detection of Microbleeds with Anatomical Scale Localization
Medical Image Analysis, https://doi.org/10.1016/j.media.2024.103415
Missing MRI Sequence Synthesis for Reliable Brain Tumor Segmentation
Alexandria Engineering Journal, https://doi.org/10.1016/j.aej.2024.05.008
Knowledge Distillation Learning for Brain Tumor Segmentation
Computer Methods and Programs in Biomedicine, https://doi.org/10.1016/j.cmpb.2023.107644
MRI Motion Artifacts Correction
Multi-Echo MRI motion Artifacts Correction
Computers in Biology and Medicine, https://doi.org/10.1016/j.compbiomed.2023.106553
Gait Impairment Analysis with Assisted Knowledge Learning
Bioengineering
https://doi.org/10.3390/bioengineering11050477
Cerebral Microbleeds Detection using Deep Learning
NeuroImage: Clinical https://doi.org/10.1016/j.nicl.2020.102464
Journal of Magnetic Resonance Imaging https://doi.org/10.1002/jmri.28487
Medical Image Analysis https://doi.org/10.1016/j.media.2024.103415
Breast Cancer Detection and Diagnosis
Computer Methods and Programs in Biomedicine, https://doi.org/10.1016/j.cmpb.2018.01.017
CBCT Medical Image Reconstruction
Biocybernetics and Biomedical Engineering, https://doi.org/10.1016/j.bbe.2017.07.001
Projects
2023.06 ~ 2026.02: Missing MRI Sequence Synthesis Towards Reliable Brain Tumor Segmentation