A comprehensive review of recent advances in artificial intelligence for dentistry e-health
Artificial intelligence has made substantial progress in medicine. Automated dental imaging
interpretation is one of the most prolific areas of research using AI. X-ray and infrared …
interpretation is one of the most prolific areas of research using AI. X-ray and infrared …
A review on AI-based medical image computing in head and neck surgery
Head and neck surgery is a fine surgical procedure with a complex anatomical space,
difficult operation and high risk. Medical image computing (MIC) that enables accurate and …
difficult operation and high risk. Medical image computing (MIC) that enables accurate and …
Gt u-net: A u-net like group transformer network for tooth root segmentation
To achieve an accurate assessment of root canal therapy, a fundamental step is to perform
tooth root segmentation on oral X-ray images, in that the position of tooth root boundary is …
tooth root segmentation on oral X-ray images, in that the position of tooth root boundary is …
Semantic graph attention with explicit anatomical association modeling for tooth segmentation from CBCT images
Accurate tooth identification and delineation in dental CBCT images are essential in clinical
oral diagnosis and treatment. Teeth are positioned in the alveolar bone in a particular order …
oral diagnosis and treatment. Teeth are positioned in the alveolar bone in a particular order …
Lightweight deep learning methods for panoramic dental X-ray image segmentation
Dental X-ray image segmentation is helpful for assisting clinicians to examine tooth
conditions and identify dental diseases. Fast and lightweight segmentation algorithms …
conditions and identify dental diseases. Fast and lightweight segmentation algorithms …
Two-stream graph convolutional network for intra-oral scanner image segmentation
Precise segmentation of teeth from intra-oral scanner images is an essential task in
computer-aided orthodontic surgical planning. The state-of-the-art deep learning-based …
computer-aided orthodontic surgical planning. The state-of-the-art deep learning-based …
Numbering permanent and deciduous teeth via deep instance segmentation in panoramic x-rays
Panoramic X-rays are an essential tool to assist dentistry experts in their diagnostic
procedures. Dentists can analyze the anatomical and pathological structures while planing …
procedures. Dentists can analyze the anatomical and pathological structures while planing …
Alternate level set evolutions with controlled switch for tooth segmentation
CBCT images have been widely used in digital orthodontics. In CBCT images, there are
some tooth boundaries of blurriness and disappearance, and the teeth are of intensity …
some tooth boundaries of blurriness and disappearance, and the teeth are of intensity …
Oral multi-pathology segmentation with Lead-Assisting Backbone Attention Network and synthetic data generation
Oral diseases are prevalent among the public, and artificial intelligence-based automatic
oral multi-pathology diagnosis can help patient treatment and reduce healthcare pressure …
oral multi-pathology diagnosis can help patient treatment and reduce healthcare pressure …
STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation
Computer-aided design (CAD) tools are increasingly popular in modern dental practice,
particularly for treatment planning or comprehensive prognosis evaluation. In particular, the …
particularly for treatment planning or comprehensive prognosis evaluation. In particular, the …