[HTML][HTML] Machine learning and deep learning-based approach in smart healthcare: Recent advances, applications, challenges and opportunities

A Rahman, T Debnath, D Kundu, MSI Khan… - AIMS Public …, 2024 - ncbi.nlm.nih.gov
In recent years, machine learning (ML) and deep learning (DL) have been the leading
approaches to solving various challenges, such as disease predictions, drug discovery …

Real time health care big data analytics model for improved QoS in cardiac disease prediction with IoT devices

M Safa, A Pandian, HL Gururaj, V Ravi… - Health and Technology, 2023 - Springer
Purpose the problem of big data analytics and health care support systems are analyzed.
There exist several techniques in supporting such analytics and robust support systems; still …

Secure integration of IoT-enabled sensors and technologies: Engineering applications for humanitarian impact

UA Usmani, A Happonen… - 2023 5th International …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized interaction with technology, enabling
seamless connectivity and data exchanges, opening up new possibilities for engineering …

A Software Framework for Intelligent Security Measures Regarding Sensor Data in the Context of Ambient Assisted Technology

S Ahmed, P Naga Srinivasu, A Alhumam - Sensors, 2023 - mdpi.com
Ambient assisted technology (AAT), which has the potential to enhance patient care and
productivity and save costs, has emerged as a strategic goal for developing e-healthcare in …

Exploring the feasibility of internet of things in the context of intelligent healthcare solutions: a review

A Sarkar, A Nag, M Sen, N Chand - Intelligent Systems and …, 2024 - taylorfrancis.com
The potential of the Internet of Things (IoT) in revolutionizing the healthcare industry through
real-time monitoring and analysis of patient data, remote patient care, and predictive …

Guarding Digital Health: Deep Learning for Attack Detection in Medical IoT

K Vaisakhkrishnan, G Ashok, P Mishra… - Procedia Computer …, 2024 - Elsevier
Abstract The Internet of Medical Things (IoMT) has transformed the healthcare sector by
allowing for the continuous gathering, transfer, and analysis of medical data via networked …

A Novel Encryption Framework to Improve the Security of Medical Images

M Senthilkumar, K Suthendran, SVS Aparna… - … on Computer & …, 2023 - Springer
In medical imaging, image security is crucial yet difficult to implement. To protect medical
images, numerous studies have been carried out. Image confidentiality may be achieved …

[PDF][PDF] Smart Healthcare Activity Recognition Using Statistical Regression and Intelligent Learning

K Akilandeswari, NR Sivakumar… - CMC-COMPUTERS …, 2024 - cdn.techscience.cn
In this present time, Human Activity Recognition (HAR) has been of considerable aid in the
case of health monitoring and recovery. The exploitation of machine learning with an …

AI-Based Model for Detection and Classification of Alzheimer Disease

S Kumar, NP Singh, B Brahma - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Millions of people worldwide suffer from by the deadly brain disorder known as Alzheimer's
Disease (AD). Alzheimer's disease is an incurable neurological disorder that affects brain …

Context-Aware Approaches in IoT-based Healthcare Systems using Deep Learning Techniques: A Study

KL Prasanna, YN Rao - 2024 3rd International Conference on …, 2024 - ieeexplore.ieee.org
Health-related technologies are starting to make use of context awareness, a pervasive
computing field that has begun to impact healthcare infrastructure. People and healthcare …