Predicting Breast Cancer Leveraging Supervised Machine Learning Techniques. [PDF]
Breast cancer is one of the leading causes of increasing deaths in women worldwide. The complex nature (microcalcification and masses) of breast cancer cells makes it quite difficult for radiologists to diagnose it properly. Subsequently, various computer‐aided diagnosis (CAD) systems have previously been developed and are being used to aid ...
Aamir S +8 more
europepmc +2 more sources
Multi-Chaos-Based Lightweight Image Encryption-Compression for Secure Occupancy Monitoring. [PDF]
With the advancement of camera and wireless technologies, surveillance camera‐based occupancy has received ample attention from the research community. However, camera‐based occupancy monitoring and wireless channels, especially Wi‐Fi hotspot, pose serious privacy concerns and cybersecurity threats.
Ghadi YY +7 more
europepmc +2 more sources
A robust deep learning framework for RNA 5-methyluridine modification prediction using integrated features [PDF]
Background The discovery of RNA 5-methyluridine (m5U) modifications is vital in computational biology due to their essential significance in different biological processes.
Naif Almusallam +3 more
doaj +2 more sources
Genetic and Cultural Reconstruction of the Migration of an Ancient Lineage. [PDF]
A rare R1a1 Y‐haplogroup (Y‐HG) L657 clade subtype designated as LPKSTR is found in most male members of a clan of “founder” families within the Goud Saraswat Brahmin community in Lotli town in Western India. TMRCA calculations using pairwise comparisons to control cohorts suggested a probable migration history distinct from the canonical narrative for
Mascarenhas DD +3 more
europepmc +2 more sources
Deep learning framework with interpretable feature selection for accurate SUMOylation site prediction [PDF]
Small ubiquitin-like modifiers (SUMOs) are crucial protein regulators influencing diverse biological processes through covalent modifications or non-covalent interactions.
Aasem N. Alyahya +3 more
doaj +2 more sources
N6-methyladenine identification using deep learning and discriminative feature integration [PDF]
N6-methyladenine (6 mA) is a pivotal DNA modification that plays a crucial role in epigenetic regulation, gene expression, and various biological processes.
Salman Khan +4 more
doaj +2 more sources
PSSM-Sumo: deep learning based intelligent model for prediction of sumoylation sites using discriminative features [PDF]
Post-translational modifications (PTMs) are fundamental to essential biological processes, exerting significant influence over gene expression, protein localization, stability, and genome replication. Sumoylation, a PTM involving the covalent addition of
Salman Khan +3 more
doaj +2 more sources
Integrating AI in security information and event management for real time cyber defense [PDF]
The increasing frequency and sophistication of cyber-attacks have exposed significant shortcomings in conventional detection systems, emphasizing the urgent need for more advanced Cyber Threat Intelligence (CTI) capabilities.
Salman Khan +4 more
doaj +2 more sources
In the recent studies, a condition index based biasing parameter ‘k’ has been introduced by Dar et al. (2023) to overcome the problem of multicollinearity in ridge regression setting. The introduced estimator has better properties than conventional ridge
Muhammad Khan +4 more
doaj +2 more sources
Deep-ProBind: binding protein prediction with transformer-based deep learning model [PDF]
Binding proteins play a crucial role in biological systems by selectively interacting with specific molecules, such as DNA, RNA, or peptides, to regulate various cellular processes.
Salman Khan +6 more
doaj +2 more sources

