Dental Health Facts & Statistics
General health and hygiene statistics offer a baseline, helping dentists understand the likelihood of various dental health issues arising.
This helps with identification and treatment, and ensures that patients get the care they need..
A Dataset is a set or collection of data.
This set is normally presented in a tabular pattern.
Every column describes a particular variable.
And each row corresponds to a given member of the data set, as per the given question..
Dental Data: Clinical Data
Aggregating data from different sources (financial and clinical) provides a comprehensive overview and allows oral health practitioners to make informed decisions about the effectiveness of treatments and methods to improve the quality of care..
The purpose of this study is to develop a method for recognizing dental prostheses and restorations of teeth using a deep learning
A dataset of 1904 oral photographic images of dental arches (maxilla: 1084 images; mandible: 820 images) was used in the study
It is recognized that the dataset size is usually around 1000 which is quite low compared to fields outside of medical imaging
Even with this amount of data, DENTECT works considerably good
If the dataset size were to increase, the performance of DENTECT would improve drastically
A deep-learning method to recognize the 11 types of dental prostheses and restorations was developed using TensorFlow and Keras deep learning libraries
After completion of the learning procedure, the average precision of each prosthesis, mean average precision, and mean intersection over union were used to evaluate learning performance
