Big data based hybrid machine learning model for improving performance of medical Internet of Things data in healthcare systems

M Rashid, H Singh, V Goyal, SA Parah… - Healthcare Paradigms in …, 2021 - Elsevier
A lot of data is getting generated and captured in Internet of Things (IoT) based devices
related to healthcare systems. This data is real time and unstructured in nature. However …

Analysis of the role and scope of big data analytics with IoT in health care domain

S Mishra, BK Mishra, HK Tripathy, A Dutta - Handbook of data science …, 2020 - Elsevier
Data analytics play an active role in medical applications to extract relevant information from
heaps of data samples. Internet of things (IoT) technology has slowly captured the market …

Machine learning for IoT healthcare applications: a review

CM Mohammed, S Askar - International Journal of Science and …, 2021 - ideas.repec.org
Internet of Things and Machine Learning (ML) have wide applicability in many aspects of
life, health care is one of them. With the rapid development and improvement of the internet …

A healthcare system for internet of things (IoT) application: machine learning based approach

M Mamun-Ibn-Abdullah… - Journal of Computer and …, 2021 - editor.journal7sub.com
Internet of things (IoT) has become an interesting topic in the field of technological research.
It is basically interconnecting of devices with each other over the internet. Beside its general …

Efficient big data-based storage and processing model in Internet of Things for improving accuracy fault detection in industrial processes

M Rashid, H Singh, V Goyal, N Ahmad… - Research Anthology on …, 2022 - igi-global.com
As the lot of data is getting generated and captured in Internet of Things (IoT)—based
industrial devices which is real time and unstructured in nature. The IoT technology—based …

Big data classification and internet of things in healthcare

A Rghioui, J Lloret, A Oumnad - International Journal of E-Health and …, 2020 - igi-global.com
Every single day, a massive amount of data is generated by different medical data sources.
Processing this wealth of data is indeed a daunting task, and it forces us to adopt smart and …

Enhancing patient information performance in internet of things-based smart healthcare system: Hybrid artificial intelligence and optimization approaches

A Ala, V Simic, D Pamucar, N Bacanin - Engineering Applications of …, 2024 - Elsevier
Utilizing cutting-edge technology in the healthcare industry could provide advanced
methods for managing medical records for patients' treatment. Integrating essential …

Big data classification with iot-based application for e-health care

SK Mohapatra, MN Mohanty - Cognitive big data intelligence with a …, 2022 - Elsevier
The amount of data produced is increasing daily due to the rapid advancements in
information technology across all areas. Analysis and processing a huge amount of data to …

Integration of machine learning and IoT in healthcare domain

A Chattopadhyay, S Mishra… - … artificial intelligence and …, 2021 - Springer
Recent advancement in technology has been fruitful in the unification of Internet of things
and machine learning in numerous domains. While IoT is involved in aggregation of data …

[HTML][HTML] Optimization of resources in intelligent electronic health systems based on Internet of Things to predict heart diseases via artificial neural network

Y Liao, Z Tang, K Gao, M Trik - Heliyon, 2024 - cell.com
As a paradigm shift in tandem with the expansion of ICT, smart electronic health systems
hold great promise for enhancing healthcare delivery and illness prevention efforts. These …