Review of age and gender detection methods based on handwriting analysis

F Alaei, A Alaei - Neural Computing and Applications, 2023 - Springer
Handwriting recognition and analysis has been an active area of research in the last two
decades. Handwriting analysis is being studied in various fields of science, such as …

Alzheimer's early detection in post-acute COVID-19 syndrome: a systematic review and expert consensus on preclinical assessments

C Vandersteen, A Plonka, V Manera… - Frontiers in Aging …, 2023 - frontiersin.org
Introduction The risk of developing Alzheimer's disease (AD) in older adults increasingly is
being discussed in the literature on Post-Acute COVID-19 Syndrome (PACS). Remote digital …

Automatic gender and age classification from offline handwriting with bilinear ResNet

I Rabaev, I Alkoran, O Wattad, M Litvak - Sensors, 2022 - mdpi.com
This work focuses on automatic gender and age prediction tasks from handwritten
documents. This problem is of interest in a variety of fields, such as historical document …

Characterizing early-stage Alzheimer through spatiotemporal dynamics of handwriting

C Kahindo, MA El-Yacoubi… - IEEE Signal …, 2018 - ieeexplore.ieee.org
We propose an original approach for characterizing early Alzheimer, based on the analysis
of online handwritten cursive loops. Unlike the literature, we model the loop velocity …

From aging to early-stage Alzheimer's: uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning

MA El-Yacoubi, S Garcia-Salicetti, C Kahindo… - Pattern Recognition, 2019 - Elsevier
We present, in this paper, a novel paradigm for assessing Alzheimer's disease and aging by
analyzing impairment of handwriting (HW) on tablets, a challenging problem that is still in its …

Handwriting Declines with Human Aging: A Machine Learning Study

F Asci, S Scardapane, A Zampogna… - Frontiers in Aging …, 2022 - frontiersin.org
Background Handwriting is an acquired complex cognitive and motor skill resulting from the
activation of a widespread brain network. Handwriting therefore may provide biologically …

Age detection from handwriting using different feature classification models

ALQ Najla, M Khayyat, CY Suen - Pattern Recognition Letters, 2023 - Elsevier
Digitized handwritten documents have been used for various purposes, including age
detection, a crucial area of research in fields like forensic investigation and medical …

The course of primary progressive aphasia diagnosis: a cross-sectional study

A Mouton, A Plonka, R Fabre, TM Tran… - Alzheimer's Research & …, 2022 - Springer
Background The primary progressive aphasia (PPA) diagnosis trajectory is debated, as
several changes in diagnosis occur during PPA course, due to phenotype evolution from …

Analyzing various handwriting recognition phenomenon for predicting gender, age and handedness

A Agarwal, M Saraswat - International Conference on Advancements in …, 2022 - Springer
Handwriting recognition, in the current scenario is becoming an important task to recognize
ones general identity by investing minimum time for it. As handwriting recognition plays a …

Age Group Discrimination via Free Handwriting Indicators

E Lomurno, S Toffoli, D Di Febbo… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Ageing is a physiological phenomenon associated with cognitive and functional decline
which, in the long term, could hamper the execution of daily life activities and threaten both …