Estimating chronological age through learning local and global ...

This study suggests a hybrid method based on ResNet50 and vision transformer (ViT) in an age estimation model.

(PDF) Estimating chronological age through learning local and ...

The estimation is highly accurate for young people at an age with distinct growth characteristics. When examining the basis for age estimation ...

Sci Rep,2023/12/09;13(1):21857. Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population.

Estimating chronological age through learning local and global ...

The estimation is highly accurate for young people at an age with distinct growth characteristics. When examining the basis for age estimation in the hybrid ...

Estimating Brain Age with Global and Local Dependencies - arXiv

Instead, Vision Transformers learn global attentive interaction of patch tokens, introducing less inductive bias and modeling long-range ...

[PDF] DENSEN: a convolutional neural network for estimating ...

Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population · Medicine, Computer Science.

Performance of Artificial Intelligence Models Designed for ...

... Estimating Chronological Age through Learning Local and Global Features of Panoramic Radiographs in the Korean Population. Sci. Rep. 2023;13 ...

Automated estimation of chronological age from panoramic dental X ...

... A learning set of 4035 orthopantomography and 76,416 dental radiographs of individuals between the ages of 19 and 90 was developed by Miloevi's team. For ...

Age Estimation Based on Graph Convolutional Networks and Multi ...

By simultaneously extracting local and global features through multiple stacked layers, the model aims to address the limitations of CNN in capturing ...

Estimation of human age using machine learning on panoramic ...

Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population. Article Open ...

Global-Local Transformer for Brain Age Estimation - OpenReview

Deep learning can provide rapid brain age estimation based on brain magnetic resonance imaging (MRI). However, most studies use one neural ...

A deep-learning arti cial intelligence system for estimating ...

estimating chronological age using panoramic ... used a hybrid method to design an age estimation model because learning by considering both local.

Automatic and robust estimation of sex and chronological age from ...

[26] investigated the potential use of deep learning in estimating chronological age based on panoramic radiographs. They built a dataset with ...

Machine learning for brain age prediction: Introduction to methods ...

R Fujimoto, C Kondo, K Ito, K Wu, K Sato, Y Taki, et al. Age estimation using effective brain local features from T1-weighted images. Proc Annu Int Conf IEEE ...

Estimating Biological Age from Physical Activity using Deep ...

[9] studied the use of biomarkers in a deep learning framework for chronological age prediction. They utilized an ensemble of multiple deep neural networks ( ...

A deep-learning artificial intelligence system for estimating ... - OUCI

... learning by considering both local features and global information, which is important in estimating age ... estimating chronological age using panoramic ...

Local Brain-Age: A U-Net Model - Frontiers

... estimating neuroimaging-derived “brain-age” at a local level within the brain, using deep learning ... age U-net to learn predict chronological age locally ...

Age Estimation from Face Image Leveraging Concatenated ...

Age estimation algorithms primarily rely on facial features, with deep learning often showing promising results in this domain. However, due to the wide range ...

Estimating brain age based on a uniform healthy population with ...

Train a deep learning model to predict chronological age across life span accurately. ... Global-Local Transformer for Brain Age Estimation. 2022, IEEE ...

ExplaiNAble BioLogical Age (ENABL Age): an artificial intelligence ...

These clocks distinguish individuals who are healthy (ie, their ENABL Age is lower than their chronological age) from those who are unhealthy ( ...