AIMC Topic: Persons with Disabilities

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Advanced internet of things enhanced activity recognition for disability people using deep learning model with nature-inspired optimization algorithms.

Scientific reports May 14, 2025
Human activity recognition has complex applications because of its worldly use of acquisition devices, namely video cameras and smartphones, and its capability to take human activity data. Human activity recognition became a hot scientific subject in...
Smartphone Internet of Things Humans Algorithms Deep Learning Persons with Disabilities
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An intelligent optimized object detection system for disabled people using advanced deep learning models with optimization algorithm.

Scientific reports May 13, 2025
Visually impaired persons face several problems in their day-to-day lives, and technological intermediaries might help them encounter their challenges. Among other beneficial technologies, object detection (OD) is a computer technology related to ima...
Neural Networks, Computer Algorithms Humans Image Processing, Computer-Assisted Persons with Visual Disabilities Deep Learning Persons with Disabilities
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A Call for Integrated Approaches in Digital Technology Design for Aging and Disability.

The Gerontologist May 10, 2025
The fields of aging and disability often proceed as 2 distinct lines of inquiry and action in terms of digital technology design. Guidelines and standards in both spaces (e.g., web content accessibility guidelines) have had suboptimal impact due to l...
Humans Artificial Intelligence Persons with Disabilities Digital Technology Ageism Aged Aging
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Construction of disability risk prediction model for the elderly based on machine learning.

Scientific reports May 9, 2025
The study aimed to develop a predictive model using machine learning algorithms, providing healthcare professionals with a novel tool for assessing disability risk in older adults. Data from the 2018 and 2020 waves of the China Health and Retirement ...
Disability Evaluation Geriatric Assessment Humans Aged, 80 and over Machine Learning Persons with Disabilities Male Algorithms Longitudinal Studies Risk Factors Female Risk Assessment Aged China
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Smart indoor monitoring for disabled individuals using an ensemble of deep learning models in an IoT environment.

Scientific reports May 8, 2025
Indoor activity monitoring methods assurance the well-being and security of disabled and aging individuals living in their homes. These models utilize numerous technologies and sensors to monitor day-to-day work like movement, medication adherence, a...
Deep Learning Persons with Disabilities Monitoring, Physiologic Internet of Things Humans Algorithms
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Humanoid robots for assisting people with physical disabilities in activities of daily living: A scoping review.

Assistive technology : the official journal of RESNA May 4, 2025
The aim of this scoping review was to gather, summarize, and map the knowledge of peoples' experiences on humanoid robots, capable of assisting people with activities of daily living. The review was guided by the framework of Joanna Briggs Institute ...
Self-Help Devices Robotics Activities of Daily Living Humans Persons with Disabilities
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Long-term care plan recommendation for older adults with disabilities: a bipartite graph transformer and self-supervised approach.

Journal of the American Medical Informatics Association : JAMIA Apr 1, 2025
BACKGROUND: With the global population aging and advancements in the medical system, long-term care in healthcare institutions and home settings has become essential for older adults with disabilities. However, the diverse and scattered care requirem...
Supervised Machine Learning Patient Care Planning Deep Learning Persons with Disabilities Long-Term Care Humans Aged
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Disability services in higher education: Statistical disparities and the potential role of AI in bridging institutional gaps.

PloS one Jan 1, 2025
Disparities in disability services between two-year and four-year higher education institutions pose challenges to achieving equitable access to accommodations. This study applies a robust quantitative analysis of the National Center for Education St...
Persons with Disabilities Humans Universities Artificial Intelligence
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Exploring the Use of AI for Enhanced Accessibility Testing of Web Solutions.

Studies in health technology and informatics Nov 18, 2024
Artificial Intelligence (AI) holds significant potential for enhancing accessibility and user experience across digital products and services. However, mainstream web solutions commonly used by the general population still face accessibility barriers...
Internet Internet Access Machine Learning Persons with Disabilities Humans Artificial Intelligence
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Exploring the Intersection of AI and Inclusive Design for People with Disabilities.

Studies in health technology and informatics Aug 22, 2024
This scoping review examines current research on AI for inclusive design for people with disabilities. We identified both advantages and challenges of AI-based solutions and suggested future research directions. Our search of four online databases fo...
Humans Persons with Disabilities User-Centered Design Artificial Intelligence
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