Harnessing big data analytics for healthcare: A comprehensive review of frameworks, implications, applications, and impacts

A Ahmed, R Xi, M Hou, SA Shah, S Hameed - IEEE Access, 2023 - ieeexplore.ieee.org
Big Data Analytics (BDA) has garnered significant attention in both academia and industries,
particularly in sectors such as healthcare, owing to the exponential growth of data and …

Role of oxidative stress and inflammation in insomnia sleep disorder and cardiovascular diseases: herbal antioxidants and anti-inflammatory coupled with insomnia …

MBB Heyat, F Akhtar, A Sultana… - Current …, 2022 - benthamdirect.com
Insomnia is well-known as trouble in sleeping and enormously influences human life due to
the shortage of sleep. Reactive Oxygen Species (ROS) accrue in neurons during the waking …

[HTML][HTML] A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images

CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar… - Journal of Advanced …, 2023 - Elsevier
Introduction Pneumonia is a microorganism infection that causes chronic inflammation of the
human lung cells. Chest X-ray imaging is the most well-known screening approach used for …

Improved classification approach for fruits and vegetables freshness based on deep learning

M Mukhiddinov, A Muminov, J Cho - Sensors, 2022 - mdpi.com
Classification of fruit and vegetable freshness plays an essential role in the food industry.
Freshness is a fundamental measure of fruit and vegetable quality that directly affects the …

Wearable flexible electronics based cardiac electrode for researcher mental stress detection system using machine learning models on single lead electrocardiogram …

MB Bin Heyat, F Akhtar, SJ Abbas, M Al-Sarem… - Biosensors, 2022 - mdpi.com
In the modern world, wearable smart devices are continuously used to monitor people's
health. This study aims to develop an automatic mental stress detection system for …

Fruit ripeness identification using YOLOv8 model

B Xiao, M Nguyen, WQ Yan - Multimedia Tools and Applications, 2024 - Springer
Deep learning-based visual object detection is a fundamental aspect of computer vision.
These models not only locate and classify multiple objects within an image, but they also …

DenseNet-201 and Xception pre-trained deep learning models for fruit recognition

F Salim, F Saeed, S Basurra, SN Qasem… - Electronics, 2023 - mdpi.com
With the dramatic increase of the global population and with food insecurity increasing, it
has become a major concern for both individuals and governments to fulfill the need for …

Classification of hazelnut kernels with deep learning

Z Ünal, H Aktaş - Postharvest Biology and Technology, 2023 - Elsevier
In this study a deep learning-based, highly accurate network structure was applied to
discriminate the “whole kernel” of hazelnut from other classes such as “damaged …

Role of Inflammation, Oxidative Stress, and Mitochondrial Changes in Premenstrual Psychosomatic Behavioral Symptoms with Anti‐Inflammatory, Antioxidant Herbs …

A Sultana, K Rahman, MBB Heyat… - Oxidative medicine …, 2022 - Wiley Online Library
Premenstrual syndrome (PMS) significantly lowers the quality of life and impairs personal
and social relationships in reproductive‐age women. Some recommendations are that …

A lightweight cherry tomato maturity real-time detection algorithm based on improved YOLOV5n

C Wang, C Wang, L Wang, J Wang, J Liao, Y Li, Y Lan - Agronomy, 2023 - mdpi.com
To enhance the efficiency of mechanical automatic picking of cherry tomatoes in a precision
agriculture environment, this study proposes an improved target detection algorithm based …