A5103089876- Radiomics and Machine Learning in Medical Imaging
- Medical Image Segmentation Techniques
- Advanced Radiotherapy Techniques
- Infrared Thermography in Medicine
- Photoacoustic and Ultrasonic Imaging
- Ultrasound and Hyperthermia Applications
- Hepatocellular Carcinoma Treatment and Prognosis
- Medical Imaging Techniques and Applications
Shanghai Jiao Tong University
2020-2025
Image-guided ablation therapy has been widely used as a minimally invasive treatment for hepatic malignant tumors. Image registration is very useful during such operations, especially multimode tumor therapy. This research proposes novel idea performing MR-CT in based on liver segmentation. First, the segmented from preoperative 3D MR image and intraoperative CT using deep learning method modified UNet++ architecture. Then, are coregistered rigid nonrigid methods with region of interest. The...
<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Objective:</i> The multimode ablation of liver cancer, which uses radio-frequency heating after a pre-freezing process to treat the tumor, has shown significantly improved therapeutic effects and enhanced anti-tumor immune response. Unlike open surgery, ablated lesions remain in body treatment, so it is critical assess immediate outcome monitor disease status over time. Here we propose novel...