[HTML][HTML] Comprehensive survey of iot, machine learning, and blockchain for health care applications: A topical assessment for pandemic preparedness, challenges …

M Imran, U Zaman, Imran, J Imtiaz, M Fayaz, J Gwak - Electronics, 2021 - mdpi.com
Internet of Things (IoT) communication technologies have brought immense revolutions in
various domains, especially in health monitoring systems. Machine learning techniques …

Artificial intelligence and internet of things based healthcare 4.0 monitoring system

A Kishor, C Chakraborty - Wireless personal communications, 2022 - Springer
Artificial Intelligence (AI) is widely implemented in healthcare 4.0 for producing early and
accurate results. The early predictions of disease help doctors to make early decisions to …

[HTML][HTML] Early prediction of hypothyroidism and multiclass classification using predictive machine learning and deep learning

K Guleria, S Sharma, S Kumar, S Tiwari - Measurement: Sensors, 2022 - Elsevier
Thyroid disease is considered one of the most common health disorders, which may lead to
various health problems. Recent studies reveal that approximately 42 million people in India …

Optimal deep learning model for classification of lung cancer on CT images

SK Lakshmanaprabu, SN Mohanty, K Shankar… - Future Generation …, 2019 - Elsevier
Lung cancer is one of the dangerous diseases that cause huge cancer death worldwide.
Early detection of lung cancer is the only possible way to improve a patient's chance for …

Empirical method for thyroid disease classification using a machine learning approach

T Alyas, M Hamid, K Alissa, T Faiz… - BioMed Research …, 2022 - Wiley Online Library
There are many thyroid diseases affecting people all over the world. Many diseases affect
the thyroid gland, like hypothyroidism, hyperthyroidism, and thyroid cancer. Thyroid …

Sound classification using convolutional neural network and tensor deep stacking network

A Khamparia, D Gupta, NG Nguyen, A Khanna… - IEEE …, 2019 - ieeexplore.ieee.org
In every aspect of human life, sound plays an important role. From personal security to
critical surveillance, sound is a key element to develop the automated systems for these …

Seasonal crops disease prediction and classification using deep convolutional encoder network

A Khamparia, G Saini, D Gupta, A Khanna… - Circuits, Systems, and …, 2020 - Springer
Agriculture plays a significant role in the growth and development of any nation's economy.
But, the emergence of several crop-related diseases affects the productivity in the agriculture …

Random forest for big data classification in the internet of things using optimal features

SK Lakshmanaprabu, K Shankar, M Ilayaraja… - International journal of …, 2019 - Springer
The internet of things (IoT) is an internet among things through advanced communication
without human's operation. The effective use of data classification in IoT to find new and …

LightGBM empowered by whale optimization for thyroid disease detection

BB Sinha, M Ahsan, R Dhanalakshmi - International Journal of Information …, 2023 - Springer
Thyroid disorder is a significant source of formulation in medical classification and
prognosis, with onset being a challenging assumption in medical study. The thyroid gland is …

An optimal least square support vector machine based earnings prediction of blockchain financial products

M Sivaram, EL Lydia, IV Pustokhina… - IEEE …, 2020 - ieeexplore.ieee.org
The booming applications of bitcoin Blockchain technologies made investors concerned
about the return and risk of financial products. So, the return rate of bitcoin must be foreseen …