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Prevalence of Dementia in India
Dementia, a complex and debilitating neurodegenerative disorder, poses a significant public health challenge worldwide. This research aims to...
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Photobiomodulation Therapy for Dementia
This chapter explores the application of photobiomodulation (PBM) therapy for dementia, providing an overview of various types of dementia and...
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Prediction of Dementia Using Deep Learning
Artificial intelligence and its sub-field machine learning are continuously evolving and being applied in medicine and healthcare amongst other...
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Classification of Dementia Detection Using Hybrid Neuro Multi-kernel SVM (NMKSVM)
Deep learning has played a vital role in the prediction of diseases in medical images. Early detection of disease will benefit people alive. However,...
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Automatic Classification of Dementia Using Text and Speech Data
Dementia is a serious public health concern. It does not have any cure. Early detection of dementia is, thus, critical for effective symptom...
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Qualitative Research Reasoning on Dementia Forecast Using Machine Learning Techniques
The rise in mental health issues and the demand for high-quality medical care have prompted researchers to investigate how machine learning might be...
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Deep Learning-Based Dementia Prediction Using Multimodal Data
In this paper we propose a deep architecture to predict dementia, a disease which affects around 55 million people all over the world and makes them...
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Dementia and Intellectual Disability Management System: A Conceptual Study
Dementia and intellectual disability persons have developmental deficiencies that are defined by intelligent and adaptive behavioral restrictions....
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A Comparative Analysis of Classification Algorithms for Dementia Prediction
Dementia is a progressive and chronic condition that affects the ability to perform various cognitive functions. It can affect various aspects of...
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Individual Cognitive Stimulation in People with Dementia: Good Practices
Background: Cognitive stimulation (CS) focuses on the intellectual and social stimulation of people with neurocognitive disorders (NCD or dementia)....
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Unified Tensor Network for Multimodal Dementia Detection
With the global ageing trend, Alzheimer’s disease (AD), especially at the dementia stage, has become a worrying concern for society due to the...
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Design Attributes of Socially Assistive Robots for People with Dementia: A Systematic Review
Socially assistive robots (SARs) have shown promise in the care of people with dementia and in mitigating behavioural and psychological symptoms of...
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Prediction of Dementia Using SMOTE Based Oversampling and Stacking Classifier
Dementia is an umbrella word that refers to the many symptoms of psychic degradation that manifest as forgetting. Typically, dementia and Alzheimer’s...
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An IoT-Based Smart Home for Elderly Suffering from Dementia
There exists a global challenge related to the boosting number of elderly suffering from chronic diseases like Dementia (EWD). Hence, there is a...
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Early detection of dementia using artificial intelligence and multimodal features with a focus on neuroimaging: A systematic literature review
PurposeThis paper is a systematic literature review of the use of artificial intelligence techniques to detect early dementia. It focuses on...
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Augmented Reality for Cognitive Impairment and Dementia
Dementia is part of the normal ageing process and there are very few Augmented Reality (AR) technologies to help people with dementia. The...
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Home Bound: Virtual Home for Reminiscence Therapy of Dementia Patients
In the Philippines, treatments for dementia are mostly limited to drug medication and home care. While there are existing local non-pharmacological...
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Deep Learning Framework for Automated Detection of Dementia Type with Severity Level
Individuals past the age of 50 are becoming a hotspot for dementia disease. Following a report from a Japanese government official, 20% of senior...
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Progression Analysis and Facial Emotion Recognition in Dementia Patients Using Machine Learning
The healthcare industry is ripe for some major changes. From chronic diseases and cancer to radiology and risk assessment, there are nearly endless...
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Dementia Disease Detection from Psychiatric Disorders Based on Automatic Speech Analysis
As the life expectancy of human beings increases, the incidence and prevalence of dementia disease proportionally increase. Thus an automated...