Research interests:

  • At the early stage of my research career, I studied in the research field of natural language processing including automatic speech recognition, automatic speech segmentation, and machine translation.
  • Besides that, I paid attention to designing and stimulating the Surface Acoustic Wave (SAW) filter, resonator, and sensor from 2015 to 2017.
  • Since 2019, the majority of my research has been on topics related to image-guided surgery, such as automatic surgical planning, medical image registration, and medical image segmentation based on deep Q-learning and CNN.

Significant published research studies

Index Title Publisher Year
1 A feasibility study on multimodal CT-MRI registration using segmentation aid and CoLlAGe feature extraction approach

https://link.springer.com/article/10.1007/s00261-025-05264-5

Abdominal Radiology, Springer Nature 2025
2 Feasibility study for the automatic surgical planning method based on statistical model

https://link.springer.com/article/10.1186/s13018-023-03870-x

Journal of Orthopaedic Surgery and Research, Springer Nature 2023
3 Markerless registration approach using dynamic touchable region model

https://onlinelibrary.wiley.com/doi/abs/10.1002/rcs.2376

The International Journal of Medical Robotics and Computer Assisted Surgery, WILEY Online Library 2022