Research Areas

Artificial Intelligence

Dental image diagnostic assistant system based on artificial intelligence 

Automatic detection and classification of periodontal diseases and cysts based on deep learning in dental panoramic images
 




Deep Learning Hybrid Method to Automatically Diagnose Periodontal Bone Loss and Stage Periodontitis

 

 

Dental image measurement assistant system based on artificial intelligence 

Automatic measurement of bone mineral density from quantitative cone-beam CT (QCBCT) images

Figure 2

Deep learning-based QCBCT-NET architecture of combining Cycle-GAN and the multi-channel U-net

 



Structure-preserving quality improvement of cone beam CT images based on artificial intelligence 

Automatic generation of CT-like images from CBCT images using a patchwise contrastive learning-based GAN model
 



Deep learning-based generation of CT-like images 

 




The generated CT-like images by deep learning methods and input CBCT images (the first and third rows) and their subtractions from the ground truth CT images (the second and fourth rows)