Artificial Intelligence-Enabled Multimodal Biomarker Discovery: Integrating Lifestyle Data with Neuroimaging for Dementia Risk Prediction DOI
Ahmad Akbarifar, Adel Maghsoudpour, Fatemeh Mohammadian

et al.

Published: Jan. 1, 2024

Language: Английский

A new approach combining CNN, RNN, and an improved Otsu threshold method for detecting hand gestures in people with thumb finger size problems and hand tremors DOI Creative Commons

Malik Kareem Kadhim,

Chen Soong Der, Chai Phing Chen

et al.

AIP Advances, Journal Year: 2025, Volume and Issue: 15(3)

Published: March 1, 2025

The recognition of hand gestures involves the application mathematical algorithms to detect human movements, with diverse applications in communication for hearing impaired, human–computer interaction, autonomous driving, and virtual environments. This research presents a comprehensive approach identifying dynamic gestures, which is particularly beneficial individuals finger disabilities. In addition, those tremors may encounter challenges when using interaction devices. proposed technique enhances sensitivity these devices through an advanced Otsu segmentation method. It begins by isolating from complex backgrounds this sophisticated algorithm incorporates motion data derived RGB video sequences. are then transformed into texture contour characteristics, subsequently input hybrid architecture that combines convolutional neural network (CNN) recurrent (RNN). Our findings demonstrate method achieves superior results existing alternatives can joint interactions high sensitivity. When comparing traditional our method, indicate improvement 6.3% accuracy CNN RNN classifiers. performance novel has been evaluated compared metrics, yielding significant results.

Language: Английский

Citations

0
Artificial intelligence–based rapid brain volumetry substantially improves differential diagnosis in dementia DOI Creative Commons
Jan Rudolph, Johannes Rueckel,

Jörg Döpfert

et al.

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring, Journal Year: 2024, Volume and Issue: 16(4)

Published: Oct. 1, 2024

Language: Английский

Citations

2
A novel approach to dementia prediction of DTI markers using BALI, LIBRA, and machine learning techniques DOI
Ahmad Akbarifar, Adel Maghsoudpour, Fatemeh Mohammadian

et al.

The European Physical Journal Plus, Journal Year: 2024, Volume and Issue: 139(6)

Published: June 27, 2024

Language: Английский

Citations

0
Artificial Intelligence-Enabled Multimodal Biomarker Discovery: Integrating Lifestyle Data with Neuroimaging for Dementia Risk Prediction DOI
Ahmad Akbarifar, Adel Maghsoudpour, Fatemeh Mohammadian

et al.

Published: Jan. 1, 2024

Language: Английский

Citations

0