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 slee** and enormously influences human life due to
the shortage of sleep. Reactive Oxygen Species (ROS) accrue in neurons during the waking …

Medical intelligence for anxiety research: Insights from genetics, hormones, implant science, and smart devices with future strategies

F Akhtar, M Belal Bin Heyat, A Sultana… - … : Data Mining and …, 2024 - Wiley Online Library
This comprehensive review article embarks on an extensive exploration of anxiety research,
navigating a multifaceted landscape that incorporates various disciplines, such as molecular …

[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 …

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 …

[HTML][HTML] Automated lung-related pneumonia and COVID-19 detection based on novel feature extraction framework and vision transformer approaches using chest X …

CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar, A Smahi… - Bioengineering, 2022 - mdpi.com
According to research, classifiers and detectors are less accurate when images are blurry,
have low contrast, or have other flaws which raise questions about the machine learning …

Enhancing ECG-based heart age: impact of acquisition parameters and generalization strategies for varying signal morphologies and corruptions

MY Ansari, M Qaraqe, R Righetti, E Serpedin… - Frontiers in …, 2024 - frontiersin.org
Electrocardiogram (ECG) is a non-invasive approach to capture the overall electrical activity
produced by the contraction and relaxation of the cardiac muscles. It has been established …

Unravelling the complexities of depression with medical intelligence: exploring the interplay of genetics, hormones, and brain function

MBB Heyat, F Akhtar, F Munir, A Sultana… - Complex & Intelligent …, 2024 - Springer
Depression is a multifactorial disease with unknown etiology affecting globally. It's the
second most significant reason for infirmity in 2020, affecting about 50 million people …

[HTML][HTML] Bcnet: A deep learning computer-aided diagnosis framework for human peripheral blood cell identification

C Chola, AY Muaad, MB Bin Heyat, JVB Benifa… - Diagnostics, 2022 - mdpi.com
Blood cells carry important information that can be used to represent a person's current state
of health. The identification of different types of blood cells in a timely and precise manner is …

Ensemble computational intelligent for insomnia sleep stage detection via the sleep ECG signal

P Tripathi, MA Ansari, TK Gandhi, R Mehrotra… - IEEE …, 2022 - ieeexplore.ieee.org
Insomnia is a common sleep disorder in which patients cannot sleep properly. Accurate
detection of insomnia disorder is a crucial step for mental disease analysis in the early …

FMDNet: an efficient system for face mask detection based on lightweight model during COVID-19 pandemic in public areas

JVB Benifa, C Chola, AY Muaad, MAB Hayat… - Sensors, 2023 - mdpi.com
A new artificial intelligence-based approach is proposed by develo** a deep learning
(DL) model for identifying the people who violate the face mask protocol in public places. To …