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Applications of artificial intelligence and big data analytics in m‐health: A healthcare system perspective
ZF Khan, SR Alotaibi - Journal of healthcare engineering, 2020 - Wiley Online Library
Mobile health (m‐health) is the term of monitoring the health using mobile phones and
patient monitoring devices etc. It has been often deemed as the substantial breakthrough in …
patient monitoring devices etc. It has been often deemed as the substantial breakthrough in …
A survey on health monitoring systems for health smart homes
Aging population ratios are rising significantly. Health monitoring systems (HMS) in smart
environments have evolved rapidly to become a viable alternative to traditional healthcare …
environments have evolved rapidly to become a viable alternative to traditional healthcare …
[HTML][HTML] Applications of machine learning in real-life digital health interventions: review of the literature
Background Machine learning has attracted considerable research interest toward
develo** smart digital health interventions. These interventions have the potential to …
develo** smart digital health interventions. These interventions have the potential to …
User involvement in the design and development of patient decision aids and other personal health tools: a systematic review
Background When designing and develo** patient decision aids, guidelines recommend
involving patients and stakeholders. There are myriad ways to do this. We aimed to describe …
involving patients and stakeholders. There are myriad ways to do this. We aimed to describe …
Investigation of data augmentation techniques for disordered speech recognition
Disordered speech recognition is a highly challenging task. The underlying neuro-motor
conditions of people with speech disorders, often compounded with co-occurring physical …
conditions of people with speech disorders, often compounded with co-occurring physical …
Discernment on assistive technology for the care and support requirements of older adults and differently-abled individuals
Assistive technology for the differently abled and older adults has made remarkable
achievements in providing rehabilitative, adaptive, and assistive devices. It provides huge …
achievements in providing rehabilitative, adaptive, and assistive devices. It provides huge …
Deep learning applications in telerehabilitation speech therapy scenarios
Nowadays, many application scenarios benefit from automatic speech recognition (ASR)
technology. Within the field of speech therapy, in some cases ASR is exploited in the …
technology. Within the field of speech therapy, in some cases ASR is exploited in the …
Phonetic analysis of dysarthric speech tempo and applications to robust personalised dysarthric speech recognition
Improving the accuracy of personalised speech recognition for speakers with dysarthria is a
challenging research field. In this paper, we explore an approach that non-linearly modifies …
challenging research field. In this paper, we explore an approach that non-linearly modifies …
A deep learning approach to dysarthric utterance classification with BiLSTM-GRU, speech cue filtering, and log mel spectrograms
Assessing the intelligibility of dysarthric speech, characterized by intricate speaking rhythms
presents formidable challenges. Current techniques for objectively testing speech …
presents formidable challenges. Current techniques for objectively testing speech …
Improving acoustic models in TORGO dysarthric speech database
Assistive speech-based technologies can improve the quality of life for people affected with
dysarthria, a motor speech disorder. In this paper, we explore multiple ways to improve …
dysarthria, a motor speech disorder. In this paper, we explore multiple ways to improve …