[HTML][HTML] Scope and challenges of machine learning-based diagnosis and prognosis in clinical dentistry: A literature review

LT Reyes, JK Knorst, FR Ortiz… - Journal of Clinical and …, 2021 - ncbi.nlm.nih.gov
Background: Machine learning (ML) has emerged as a branch of artificial intelligence
dealing with the analysis of large amounts of data. The applications of ML algorithms have …

A review of machine learning methodologies for dental disease detection

G Chitnis, V Bhanushali, A Ranade… - 2020 IEEE India …, 2020 - ieeexplore.ieee.org
Dental diseases have become commonplace in todays fast paced world. Currently, most
medical practitioners rely on manual analysis of a patient's oral cavity for initial diagnosis …

[HTML][HTML] Artificial intelligence in the diagnosis of oral diseases: applications and pitfalls

S Patil, S Albogami, J Hosmani, S Mujoo, MA Kamil… - Diagnostics, 2022 - mdpi.com
Background: Machine learning (ML) is a key component of artificial intelligence (AI). The
terms machine learning, artificial intelligence, and deep learning are erroneously used …

[HTML][HTML] Machine-learning applications in oral cancer: A systematic review

XA López-Cortés, F Matamala, B Venegas, C Rivera - Applied Sciences, 2022 - mdpi.com
Over the years, several machine-learning applications have been suggested to assist in
various clinical scenarios relevant to oral cancer. We offer a systematic review to identify …

[PDF][PDF] Use of artificial intelligence in dentistry: current clinical trends and research advances

TT Nguyen, N Larrivée, A Lee, O Bilaniuk… - J Can Dent …, 2021 - odontologos.com.co
The field of artificial intelligence (AI) has experienced spectacular development and growth
over the past two decades. With recent progress in digitized data acquisition, machine …

Machine learning in the diagnosis and prognostic prediction of dental caries: a systematic review

LT Reyes, JK Knorst, FR Ortiz, TM Ardenghi - Caries Research, 2022 - karger.com
We performed a systematic review to evaluate the success of machine learning algorithms in
the diagnosis and prognostic prediction of dental caries. The review protocol was a priori …

[HTML][HTML] Contemporary role and applications of artificial intelligence in dentistry

T Bonny, W Al Nassan, K Obaideen… - …, 2023 - ncbi.nlm.nih.gov
Artificial Intelligence (AI) technologies play a significant role and significantly impact various
sectors, including healthcare, engineering, sciences, and smart cities. AI has the potential to …

Machine learning algorithms as a computer-assisted decision tool for oral cancer prognosis and management decisions: a systematic review

CM Chiesa-Estomba, M Graña, A Medela… - ORL, 2022 - karger.com
Introduction: Despite multiple prognostic indicators described for oral cavity squamous cell
carcinoma (OCSCC), its management still continues to be a matter of debate. Machine …

[HTML][HTML] Application of machine learning in oral and maxillofacial surgery

KX Yan, L Liu, H Li - Artificial Intelligence in Medical Imaging, 2021 - wjgnet.com
Oral and maxillofacial anatomy is extremely complex, and medical imaging is critical in the
diagnosis and treatment of soft and bone tissue lesions. Hence, there exists accumulating …

[HTML][HTML] Machine Learning in X-ray Diagnosis for Oral Health: A Review of Recent Progress

MV Martins, L Baptista, H Luís, V Assunção, MR Araújo… - Computation, 2023 - mdpi.com
The past few decades have witnessed remarkable progress in the application of artificial
intelligence (AI) and machine learning (ML) in medicine, notably in medical imaging. The …