Multi-task deep learning for medical image computing and analysis: A review
The renaissance of deep learning has provided promising solutions to various tasks. While
conventional deep learning models are constructed for a single specific task, multi-task deep …
conventional deep learning models are constructed for a single specific task, multi-task deep …
Personalized dental medicine, artificial intelligence, and their relevance for dentomaxillofacial imaging
Personalized medicine refers to the tailoring of diagnostics and therapeutics to individuals
based on one's biological, social, and behavioral characteristics. While personalized dental …
based on one's biological, social, and behavioral characteristics. While personalized dental …
Current applications of deep learning and radiomics on CT and CBCT for maxillofacial diseases
The increasing use of computed tomography (CT) and cone beam computed tomography
(CBCT) in oral and maxillofacial imaging has driven the development of deep learning and …
(CBCT) in oral and maxillofacial imaging has driven the development of deep learning and …
DCPR-GAN: dental crown prosthesis restoration using two-stage generative adversarial networks
Restoring the correct masticatory function of broken teeth is the basis of dental crown
prosthesis rehabilitation. However, it is a challenging task primarily due to the complex and …
prosthesis rehabilitation. However, it is a challenging task primarily due to the complex and …
Integration of imaging modalities in digital dental workflows-possibilities, limitations, and potential future developments
The digital workflow process follows different steps for all dental specialties. However, the
main ingredient for the diagnosis, treatment planning and follow-up workflow recipes is the …
main ingredient for the diagnosis, treatment planning and follow-up workflow recipes is the …
Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning
Objectives The aim of this review was to investigate the application of artificial intelligence
(AI) in maxillofacial computer-assisted surgical planning (CASP) workflows with the …
(AI) in maxillofacial computer-assisted surgical planning (CASP) workflows with the …
Pose-aware instance segmentation framework from cone beam CT images for tooth segmentation
Individual tooth segmentation from cone beam computed tomography (CBCT) images is an
essential prerequisite for an anatomical understanding of orthodontic structures in several …
essential prerequisite for an anatomical understanding of orthodontic structures in several …
AI in orthodontics: Revolutionizing diagnostics and treatment planning—A comprehensive review
N Kazimierczak, W Kazimierczak, Z Serafin… - Journal of Clinical …, 2024 - mdpi.com
The advent of artificial intelligence (AI) in medicine has transformed various medical
specialties, including orthodontics. AI has shown promising results in enhancing the …
specialties, including orthodontics. AI has shown promising results in enhancing the …
Efficient computer-aided design of dental inlay restoration: a deep adversarial framework
Restoring the normal masticatory function of broken teeth is a challenging task primarily due
to the defect location and size of a patient's teeth. In recent years, although some …
to the defect location and size of a patient's teeth. In recent years, although some …
Applications of artificial intelligence and machine learning in orthognathic surgery: A scoping review
Over the recent years, Artificial Intelligence (AI) has been progressing rapidly with its ability
to mimic human cognitive functions. The potential applications of AI technology in diagnosis …
to mimic human cognitive functions. The potential applications of AI technology in diagnosis …