Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Medical Imaging Techniques and Applications, Radiomics and Machine Learning in Medical Imaging, Advanced X-ray and CT Imaging, and Advanced Radiotherapy Techniques.
Automatic multiorgan segmentation in thorax <scp>CT</scp> images using U‐net‐<scp>GAN</scp>
Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging
Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging
Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network
Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks
Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI
Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy
Learning‐based <scp>CBCT</scp> correction using alternating random forest based on auto‐context model