Analysis of deep learning techniques for dental informatics: a systematic literature review
Within the ever-growing healthcare industry, dental informatics is a burgeoning field of study.
One of the major obstacles to the health care system's transformation is obtaining …
One of the major obstacles to the health care system's transformation is obtaining …
Machine learning techniques for periodontitis and dental caries detection: A Narrative Review
RC Radha, BS Raghavendra, BV Subhash… - International journal of …, 2023 - Elsevier
Objectives In recent years, periodontitis, and dental caries have become common in humans
and need to be diagnosed in the early stage to prevent severe complications and tooth loss …
and need to be diagnosed in the early stage to prevent severe complications and tooth loss …
Deep learning-based multiclass instance segmentation for dental lesion detection
Automated dental imaging interpretation is one of the most prolific areas of research using
artificial intelligence. X-ray imaging systems have enabled dental clinicians to identify dental …
artificial intelligence. X-ray imaging systems have enabled dental clinicians to identify dental …
[HTML][HTML] A novel technique for dental radiographic image segmentation based on neutrosophic logic
Oral diseases are very prevalent worldwide and affect people of all ages. Dentists depend
on x-rays to study the characteristics of oral diseases. The segmentation and analysis of …
on x-rays to study the characteristics of oral diseases. The segmentation and analysis of …
CariesFG: A fine-grained RGB image classification framework with attention mechanism for dental caries
Dental caries is one of the most prevalent oral diseases, and deep learning methods have
been used for caries diagnosis in large populations by leveraging RGB images. The existing …
been used for caries diagnosis in large populations by leveraging RGB images. The existing …
Hematologic cancer diagnosis and classification using machine and deep learning: State-of-the-art techniques and emerging research directives
H Patel, H Shah, G Patel, A Patel - Artificial Intelligence in Medicine, 2024 - Elsevier
Hematology is the study of diagnosis and treatment options for blood diseases, including
cancer. Cancer is considered one of the deadliest diseases across all age categories …
cancer. Cancer is considered one of the deadliest diseases across all age categories …
A systematic review on caries detection, classification, and segmentation from x-ray images: methods, datasets, evaluation, and open opportunities
Dental caries occurs from the interaction between oral bacteria and sugars, generating acids
that damage teeth over time. The importance of X-ray images for detecting oral problems is …
that damage teeth over time. The importance of X-ray images for detecting oral problems is …
[HTML][HTML] Revolutionizing dental caries diagnosis through artificial intelligence
S Anil, K Sudeep, S Saratchandran, VK Sweety - 2023 - intechopen.com
The diagnosis and management of dental caries, a prevalent global oral health issue, have
traditionally depended on clinical examination and the interpretation of radiographic images …
traditionally depended on clinical examination and the interpretation of radiographic images …
Enhancing teeth segmentation using multifusion deep neural net in panoramic X-ray images
S Arora, R Gupta, R Srivastava - Journal of X-Ray Science …, 2023 - content.iospress.com
BACKGROUND: Precise teeth segmentation from dental panoramic X-ray images is an
important task in dental practice. However, several issues including poor image contrast …
important task in dental practice. However, several issues including poor image contrast …
An intellectual caries segmentation and classification using modified optimization-assisted transformer denseUnet++ and ViT-based multiscale residual denseNet with …
Dental caries is also referred as tooth decay, which is a common teeth disorder for humans.
Based on the statistics, most of the adults faced this dental caries issue. It could result in …
Based on the statistics, most of the adults faced this dental caries issue. It could result in …