Explainable AI approaches in deep learning: Advancements, applications and challenges
Abstract Explainable Artificial Intelligence refers to developing artificial intelligence models
and systems that can provide clear, understandable, and transparent explanations for their …
and systems that can provide clear, understandable, and transparent explanations for their …
A systematic review on automatic identification of insomnia
Background: Insomnia is a prevalent sleep disorder characterized by difficulties in initiating
sleep or experiencing non-restorative sleep. It is a multifaceted condition that impacts both …
sleep or experiencing non-restorative sleep. It is a multifaceted condition that impacts both …
INSOMNet: Automated insomnia detection using scalogram and deep neural networks with ECG signals
Sleep is a natural state of rest for the body and mind. It is essential for a human's physical
and mental health because it helps the body restore itself. Insomnia is a sleep disorder that …
and mental health because it helps the body restore itself. Insomnia is a sleep disorder that …
Automated insomnia detection using wavelet scattering network technique with single-channel EEG signals
M Sharma, D Anand, S Verma, UR Acharya - Engineering Applications of …, 2023 - Elsevier
Sleep is crucial for both the physical and mental well-being of human life. As the sleep
pattern varies in every individual, it is essential to develop a methodology that enables us to …
pattern varies in every individual, it is essential to develop a methodology that enables us to …
Automated explainable wavelet-based sleep scoring system for a population suspected with insomnia, apnea and periodic leg movement
Sleep is an integral and vital component of human life, contributing significantly to overall
health and well-being, but a considerable number of people worldwide experience sleep …
health and well-being, but a considerable number of people worldwide experience sleep …
[HTML][HTML] A Comprehensive Review of Explainable AI for Disease Diagnosis
AA Biswas - Array, 2024 - Elsevier
Nowadays, artificial intelligence (AI) has been utilized in several domains of the healthcare
sector. Despite its effectiveness in healthcare settings, its massive adoption remains limited …
sector. Despite its effectiveness in healthcare settings, its massive adoption remains limited …
Automated accurate insomnia detection system using wavelet scattering method using ECG signals
N Sharma, M Sharma, H Telangore, UR Acharya - Applied Intelligence, 2024 - Springer
Polysomnograms (PSGs), commonly conducted in sleep laboratories, serve as the gold
standard for sleep analysis. Among the vital PSG components, the electroencephalogram …
standard for sleep analysis. Among the vital PSG components, the electroencephalogram …