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 …

Deep learning for personalized electrocardiogram diagnosis: A review

C Ding, T Yao, C Wu, J Ni - ar** resistance to antibiotics, natural,
botanical drugs or traditional herbal medicine are presently being studied with an eye of …

Therapeutic Efficacy of a Formulation Prepared with Linum usitatissimum L., Plantago ovata Forssk., and Honey on Uncomplicated Pelvic Inflammatory Disease …

S Qayyum, A Sultana, MBB Heyat, K Rahman, F Akhtar… - Pharmaceutics, 2023 - mdpi.com
A single-blind double-dummy randomized study was conducted in diagnosed patients (n=
66) to compare the efficacy of Linseeds (Linum usitatissimum L.), Psyllium (Plantago ovata …

Prototype Learning for Medical Time Series Classification via Human–Machine Collaboration

J **e, Z Wang, Z Yu, Y Ding, B Guo - Sensors, 2024 - mdpi.com
Deep neural networks must address the dual challenge of delivering high-accuracy
predictions and providing user-friendly explanations. While deep models are widely used in …

Enhancing the performance of premature ventricular contraction detection in unseen datasets through deep learning with denoise and contrast attention module

K Shin, H Kim, WY Seo, HS Kim, JM Shin… - Computers in Biology …, 2023 - Elsevier
Premature ventricular contraction (PVC) is a common and harmless cardiac arrhythmia that
can be asymptomatic or cause palpitations and chest pain in rare instances. However …

Self-Attention MHDNet: A novel deep learning model for the detection of R-peaks in the electrocardiogram signals corrupted with Magnetohydrodynamic effect

MH Chowdhury, MEH Chowdhury, MS Khan, MA Ullah… - Bioengineering, 2023 - mdpi.com
Magnetic resonance imaging (MRI) is commonly used in medical diagnosis and minimally
invasive image-guided operations. During an MRI scan, the patient's electrocardiogram …

A hybrid stacked restricted boltzmann machine with sobel directional patterns for melanoma prediction in colored skin images

AS Alphonse, JVB Benifa, AY Muaad, C Chola… - Diagnostics, 2023 - mdpi.com
Melanoma, a kind of skin cancer that is very risky, is distinguished by uncontrolled cell
multiplication. Melanoma detection is of the utmost significance in clinical practice because …

A cross-sectional study of parental perspectives on children about COVID-19 and classification using machine learning models

F Kousar, A Sultana, MA Albahar… - Frontiers in Public …, 2025 - frontiersin.org
Background and objective This study delves into the parenting cognition perspectives on
COVID-19 in children, exploring symptoms, transmission modes, and protective measures. It …