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 …

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 …

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 …

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

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 …

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 …

An End‐to‐End Cardiac Arrhythmia Recognition Method with an Effective DenseNet Model on Imbalanced Datasets Using ECG Signal

H Ullah, MB Bin Heyat, F Akhtar, Sumbul… - Computational …, 2022 - Wiley Online Library
Electrocardiography (ECG) is a well‐known noninvasive technique in medical science that
provides information about the heart's rhythm and current conditions. Automatic ECG …

An automatic premature ventricular contraction recognition system based on imbalanced dataset and pre-trained residual network using transfer learning on ECG …

H Ullah, MBB Heyat, F Akhtar, AY Muaad… - Diagnostics, 2022 - mdpi.com
The development of automatic monitoring and diagnosis systems for cardiac patients over
the internet has been facilitated by recent advancements in wearable sensor devices from …

Experimental and Computational Approaches for the Classification and Correlation of Temperament (Mizaj) and Uterine Dystemperament (Su'-I-Mizaj Al-Rahim) in Abnormal …

A Sultana, W Begum, R Saeedi, K Rahman… - …, 2022 - Wiley Online Library
The temperament (Mizaj) of the body is an essential constituent for health conservancy and
diagnosis of several diseases. Hence, general body temperament and uterine …

Efficacy and classification of Sesamum indicum linn seeds with Rosa damascena mill oil in uncomplicated pelvic inflammatory disease using machine learning

Sumbul, A Sultana, MBB Heyat, K Rahman… - Frontiers in …, 2024 - frontiersin.org
Background and objectives: As microbes are developing resistance to antibiotics, natural,
botanical drugs or traditional herbal medicine are presently being studied with an eye of …

Autonomous navigation of robots: optimization with DQN

J Escobar-Naranjo, G Caiza, P Ayala, E Jordan… - Applied Sciences, 2023 - mdpi.com
Featured Application The application of “Autonomous Navigation of Robots: Optimization
with DQN” involves using reinforcement learning techniques to optimize the navigation of …