Treffer: DEMENTIA CARE APP AI POWERED SUPPORT AND EARLY DETECTION

Title:
DEMENTIA CARE APP AI POWERED SUPPORT AND EARLY DETECTION
Authors:
Publication Year:
2025
Document Type:
dataset
Language:
unknown
DOI:
10.6084/m9.figshare.29266781.v1
Rights:
CC BY 4.0
Accession Number:
edsbas.B36B1F0
Database:
BASE

Weitere Informationen

The Dementia app leverages advanced image processing and deep learning, particularly ResNet-101, to predict dementia progression through brain MRI scans. Dementia, a neurodegenerative disorder causing cognitive decline, requires early detection for effective management. The app extracts structural features from MRI scans, analyzing them to assess disease severity and monitor changes over time. By identifying patterns in brain scans, the app assigns a dementia risk score, aiding healthcare professionals in tracking symptom escalation. This predictive capability supports informed care decisions and intervention planning. Additionally, real-time assistance tools and long-term care planning enhance daily caregiving, reducing caregiver burden. Integrating image processing with predictive analytics, the app offers a data-driven, personalized approach to dementia care. It empowers healthcare providers and caregivers with actionable insights, enabling proactive management to potentially slow disease progression and improve patients’ quality of life.