The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things

S Aminizadeh, A Heidari, S Toumaj, M Darbandi… - Computer methods and …, 2023 - Elsevier
Medical data processing has grown into a prominent topic in the latest decades with the
primary goal of maintaining patient data via new information technologies, including the …

[HTML][HTML] Deep learning applications for IoT in health care: A systematic review

H Bolhasani, M Mohseni, AM Rahmani - Informatics in Medicine Unlocked, 2021 - Elsevier
In machine learning, deep learning is the most popular topic having a wide range of
applications such as computer vision, natural language processing, speech recognition …

Machine learning algorithms for smart and intelligent healthcare system in Society 5.0

IF Zamzami, K Pathoee, BB Gupta… - … Journal of Intelligent …, 2022 - Wiley Online Library
The pandemic has shown us that it is quite important to keep track record our health digitally.
And at the same time, it also showed us the great potential of Instruments like wearable …

The deep learning applications in IoT-based bio-and medical informatics: a systematic literature review

Z Amiri, A Heidari, NJ Navimipour… - Neural Computing and …, 2024 - Springer
Nowadays, machine learning (ML) has attained a high level of achievement in many
contexts. Considering the significance of ML in medical and bioinformatics owing to its …

Emphasizing privacy and security of edge intelligence with machine learning for healthcare

S Rajendran, SK Mathivanan, P Jayagopal… - International Journal of …, 2022 - emerald.com
Purpose Artificial Intelligence (AI) has surpassed expectations in opening up different
possibilities for machines from different walks of life. Cloud service providers are pushing …

Survey on machine learning and deep learning algorithms used in internet of things (IoT) healthcare

S Durga, R Nag, E Daniel - 2019 3rd international conference …, 2019 - ieeexplore.ieee.org
Internet of Medical Things (IoMT) envisions the interconnection of healthcare devices and
sensors to enable a new class of applications relying on medical data processing and …

[PDF][PDF] Machine learning approach on healthcare big data: a review

M Supriya, AJ Deepa - Big Data and Information Analytics, 2020 - aimspress.com
In the past few years, big data has flattering more dominant in healthcare, due to three major
reasons, such as the huge amount of data available, expanding healthcare costs, and a …

Data science algorithms and techniques for smart healthcare using IoT and big data analytics

L Syed, S Jabeen, S Manimala, HA Elsayed - Smart techniques for a …, 2019 - Springer
Smart healthcare network is an innovative process of synergizing the benefits of sensors,
Internet of things (IoT), and big data analytics to deliver improved patient care while reducing …

Application of internet of things and sensors in healthcare

MS Al-Kahtani, F Khan, W Taekeun - Sensors, 2022 - mdpi.com
The Internet of Things (IoT) is an innovative technology with billions of sensors in various IoT
applications. Important elements used in the IoT are sensors that collect data for desired …

A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data

W Moulahi, I Jdey, T Moulahi, M Alawida… - Computers in Biology …, 2023 - Elsevier
The Corona virus outbreak sped up the process of digitalizing healthcare. The ubiquity of IoT
devices in healthcare has thrust the Healthcare Internet of Things (HIoT) to the forefront as a …