AI-Based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative Diseases

Malcangi, Mario

doi:10.1007/978-1-0716-0826-5_17

Cited by 11 publications

(3 citation statements)

References 9 publications

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“…AI-powered prosthetic limbs and exoskeletons adapt to users' movements, providing natural and intuitive support. Furthermore, rehabilitation programs enhanced by AI algorithms ensure that therapy regimens are dynamically adjusted based on progress, promoting more effective and efficient recovery (Nayak and Das, 2020;Malcangi, 2021;Shahabi et al, 2022). This personalized approach not only accelerates rehabilitation but also empowers individuals to regain a higher level of functional independence.…”

Section: Rehabilitation and Prostheticsmentioning

confidence: 99%

A Conceptual Model for Inclusive Technology: Advancing Disability Inclusion through Artificial Intelligence

Almufareh,

Kausar,

Humayun

et al. 2024

Journal of Disability Research

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Artificial intelligence (AI) has ushered in transformative changes, championing inclusion and accessibility for individuals with disabilities. This article delves into the remarkable AI-driven solutions that have revolutionized their lives across various domains. From assistive technologies such as voice recognition and AI-powered smart glasses catering to diverse needs, to healthcare benefiting from early disease detection algorithms and wearable devices that monitor vital signs and alert caregivers in emergencies, AI has steered in significant enhancements. Moreover, AI-driven prosthetics and exoskeletons have substantially improved mobility for those with limb impairments. The realm of education has not been left untouched, with AI tools creating inclusive learning environments that adapt to individual learning styles, paving the way for academic success among students with disabilities. However, the boundless potential of AI also presents ethical concerns and challenges. Issues like safeguarding data privacy, mitigating algorithmic bias, and bridging the digital divide must be thoughtfully addressed to fully harness AI’s potential in empowering individuals with disabilities. To complement these achievements, a robust conceptual model for AI disability inclusion serves as the theoretical framework, guiding the development of tailored AI solutions. By striking a harmonious balance between innovation and ethics, AI has the power to significantly enhance the overall quality of life for individuals with disabilities across a spectrum of vital areas.

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Section: Rehabilitation and Prostheticsmentioning

confidence: 99%

A Conceptual Model for Inclusive Technology: Advancing Disability Inclusion through Artificial Intelligence

Almufareh,

Kausar,

Humayun

et al. 2024

Journal of Disability Research

View full text Add to dashboard Cite

show abstract

“…A few benefits include better scalability, enhanced tracking capability, and good detection. Malcangi (2021) illustrated that rarely affected diseases provide greater attention in healthcare services due to their impact on nations' economies. The primary objective of this method is to offer various treatments for affected individuals, as neuromotor cell impairments in the brain can lead to serious handicaps.…”

Section: Literature Reviewmentioning

confidence: 99%

Enhancing Navigation and Object Recognition for Visually Impaired Individuals: A Gradient Support Vector Boosting-based Crossover Golden Jackal Algorithm Approach

Abidi,

Alkhalefah,

Siddiquee

2024

Journal of Disability Research

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On a global scale, individuals with vision impairments encounter various limitations when it comes to moving around and finding their way independently. Their daily activities are impeded by their limited understanding of their environment while moving about both indoors and outside, where situations are constantly changing. Recent technological breakthroughs have made it possible to create several electronic devices that help visually impaired and disabled people with navigation. These devices encompass navigation systems, obstacle avoidance systems, object localization devices, and orientation assistance systems. They are designed to enhance or substitute conventional aids like guide dogs and white canes. This research work proposes a solution based on the gradient support vector boosting-based crossover golden jackal (GSB-CGJ) algorithm, which integrates various assistive technologies focused on navigation and object recognition, providing intelligent feedback to the user. The developed model focuses on guiding visually impaired individuals, preventing unwanted collisions with obstacles, and generating active feedback. The proposed method consists of three distinct phases. In the input phase, images are acquired from the Image and Video Dataset for Visually Impaired using Intel RealSense Camera. The next stage entails object recognition, which is efficiently carried out using the GSB-CGJ algorithm. The hyperparameters of the support vector machine and adaptive boosting methods are optimized using the golden jackal optimization method, enhancing object recognition ability. At the end, the output phase delivers feedback to the user. The experimental and assessment results validate that the model demonstrates high accuracy in recognizing objects and precision in localizing them. This approach effectively delivers remarkable real-time implementation capability, showcasing better adaptability and reliability while reducing execution time.

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“…However, studies conducted in the US have shown that such a collaboration may help in reducing some of the barriers that autistic people have in relation to dental care by adapting the dental environment. 2…”

Section: A Partnership Between Occupational Therapy and Dentistrymentioning

confidence: 99%

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Shelley¹,

Horner²,

Waith³

et al. 2023

Br Dent J

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AI-Based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative Diseases

Cited by 11 publications

References 9 publications

A Conceptual Model for Inclusive Technology: Advancing Disability Inclusion through Artificial Intelligence

A Conceptual Model for Inclusive Technology: Advancing Disability Inclusion through Artificial Intelligence

Enhancing Navigation and Object Recognition for Visually Impaired Individuals: A Gradient Support Vector Boosting-based Crossover Golden Jackal Algorithm Approach

Nothing misleading

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