Deep learning techniques for dental image diagnostics: a survey

D Salunke, R Joshi, P Peddi… - … and Sustainable Systems …, 2022 - ieeexplore.ieee.org
Nowadays, due to advancement in computer technology, there is an interest amongst
researcher for use of Artificial Intelligence in medical field. Deep learning computational …

Optimization of deep neural networks for multiclassification of dental X-rays using transfer learning

GD Deepak, S Krishna Bhat - Computer Methods in Biomechanics …, 2024 - Taylor & Francis
In this work, the segmented dental X-ray images obtained by dentists have been classified
into ideal/minimally compromised edentulous area (no clinical treatment needed …

Systematic review of deep learning models for dental images

J Priya - 2023 7th International Conference on Computing …, 2023 - ieeexplore.ieee.org
Dental practitioners use digital radiographs in conjunction with clinical diagnosis to examine
dental disorders of patients. Automation in dental imaging in an effort to lighten the workload …

Deep learning to detect and classifY teeth, dental caries and restorations: A systematic map**

JA Carneiro, BG Zancan, C Tirapelli, AA Macedo - 2023 - researchsquare.com
Purpose: Oral health is an indicator of individuals' health and quality of life. Consequently, it
is a concerning topic faced everyday by healthcare professionals. X-ray images are …

Deep learning to support the detection and classification of teeth, dental caries and restorations: a review

JA Carneiro, BAG Zancan… - Brazilian Journal of …, 2024 - ojs.brazilianjournals.com.br
Oral health serves as a crucial indicator of individuals' overall well-being and quality of life,
making it a pertinent concern regularly addressed by healthcare professionals. Utilizing …

Intelligent face sketch recognition system using shearlet transform and convolutional neural network model

C Ziani, A Sadiq - International Journal of Advanced …, 2023 - search.proquest.com
Face sketch recognition is a crucial field with applications in identifying suspects and
criminals based on verbal descriptions (face sketches) provided by eyewitnesses. Although …

Smart Watch Assisted Multi-disease Detection Using Machine Learning: A Comprehensive Survey

MS Mujawar, D Salunke, D Mulani, A Gajare… - … Conference on Artificial …, 2023 - Springer
Due to the proliferation of wearable technologies, it has become possible to collect vast
amounts of data on personal health and wellness. Smartwatches, in particular, are …

[PDF][PDF] Deep Learning Architectures for Dental X-ray Image Segmentation and Tooth Numbering: A Survey

A Nagare, D Salunke, N Barochiya… - … of Engineering and …, 2023 - researchgate.net
1971, FDI adopted Dr. J. Viohal's dental notation method, which became the global notation
for doctors around the world. The most prevalent disease that affects people of all ages …

Machine learning techniques for prediction of osteoporosis: a comprehensive survey

D Salunke, G Joshi, S Inamdar, M Kulkarni… - IET Conference …, 2023 - IET
Osteoporosis is a bone condition with a slower bone formation rate than its breakdown. This
leads to a degradation of bone mineral density (BMD). This, in turn, results in the …

CLASSIFICATION OF DENTAL CARIES DISEASE IN TOOTH IMAGES USING A COMPARISON OF EFFICIENTNET-B0, MOBILENETV2, RESNET-50, INCEPTIONV3 …

W Wahyuningsih, GS Nugraha… - Jurnal Teknik …, 2024 - jutif.if.unsoed.ac.id
Dental caries is a global metabolic disorder, influenced by complex interactions between the
body and microbes, it's caused by prolonged exposure to a low pH environment, leading to …