Application of Medical Statistical and Machine Learning Methods in the Age Estimation of Living Individuals

DY Li, PAN Yu, HM Zhou, WAN Lei, CT Li… - Journal of Forensic …, 2024 - fyxzz.cn
In the study of age estimation in living individuals, a lot of data needs to be analyzed by
mathematical statistics, and reasonable medical statistical methods play an important role in …

Application of Medical Statistical and Machine Learning Methods in the Age Estimation of Living Individuals.

LI Dan-yang, PAN Yu, Z Hui-ming… - Journal of Forensic …, 2024 - search.ebscohost.com
In the study of age estimation in living individuals, a lot of data needs to be analyzed by
mathematical statistics, and reasonable medical statistical methods play an important role in …

[HTML][HTML] Age Estimation from Brain Magnetic Resonance Images Using Deep Learning Techniques in Extensive Age Range

K Usui, T Yoshimura, M Tang, H Sugimori - Applied Sciences, 2023 - mdpi.com
Estimation of human age is important in the fields of forensic medicine and the detection of
neurodegenerative diseases of the brain. Particularly, the age estimation methods using …

Sub-adult aging method selection (SAMS): A decisional tool for selecting and evaluating sub-adult age estimation methods based on standardized methodological …

L Corron, P Adalian, S Condemi, F Marchal… - Forensic science …, 2019 - Elsevier
Objectives A decisional tool was developed to select sub-adult age estimation methods
referenced in a centralized database. Through a freely accessible webpage interface, this …

Age estimation using deep learning

S Zaghbani, N Boujneh, MS Bouhlel - Computers & Electrical Engineering, 2018 - Elsevier
Age has always been an important attribute of identity. It also has been an important factor in
social interaction. The posture, vocabulary, facial wrinkles and the intonation are all …

Age Estimation of Asian Using Soft Computing Model Based on Bone Length of Left Hand

MF Darmawan, MZ Osman… - Advanced Science …, 2018 - ingentaconnect.com
Age estimation is applied in anthropology of forensic to facilitate the identification of a living
person or the remains of individuals. Nevertheless, the uniqueness of the estimation models …

[PDF][PDF] Automatic Age Estimation of Human through Machine Learning Approach

V Prabhu, D Jaganathan… - European Journal of …, 2020 - researchgate.net
Developing an automatic age estimation and majority age classification towards human
faces continue to possess an important role in computer vision and pattern recognition. In …

Deep learning for brain age estimation: A systematic review

M Tanveer, MA Ganaie, I Beheshti, T Goel, N Ahmad… - Information …, 2023 - Elsevier
Abstract Over the years, Machine Learning models have been successfully employed on
neuroimaging data for accurately predicting brain age. Deviations from the healthy brain …

Comparing Age Estimation with CNN and EfficientNetV2B1

MV Christopher, A Wahid, GZ Nabiilah - Procedia Computer Science, 2023 - Elsevier
Age estimation from facial images is a challenging topic in computer vision since it can
automatically label the human face with an exact age according to various physical or …

[HTML][HTML] Age estimation: Current state and research challenges

AS Nayyar, BA Babu, B Krishnaveni… - Journal of Medical …, 2016 - journals.lww.com
There exist several methods and a fairly substantial literature on the field of age estimation.
However, different methods are associated with varying degrees of uncertainty and …