Deep learning guided prediction modeling of dengue virus evolving serotype

Z Mumtaz, Z Rashid, R Saif, MZ Yousaf - Heliyon, 2024 - cell.com
Evolution remains an incessant process in viruses, allowing them to elude the host immune
response and induce severe diseases, impacting the diagnostic and vaccine effectiveness …

XAI-empowered MRI analysis for consumer electronic health

A Amin, K Hasan, MS Hossain - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The intelligent use of artificial intelligence-generated content (AIGC) in magnetic resonance
imaging (MRI) analysis is a significant step towards the rapidly advancing field of consumer …

[HTML][HTML] Exploring the physical-world adversarial robustness of vehicle detection

W Jiang, T Zhang, S Liu, W Ji, Z Zhang, G **ao - Electronics, 2023 - mdpi.com
Adversarial attacks can compromise the robustness of real-world detection models.
However, evaluating these models under real-world conditions poses challenges due to …

Exploring geometry of genome space via Grassmann manifolds

X Li, T Zhou, X Feng, ST Yau, SST Yau - The Innovation, 2024 - cell.com
It is important to understand the geometry of genome space in biology. After transforming
genome sequences into frequency matrices of the chaos game representation (FCGR), we …

Optimizing protein sequence classification: integrating deep learning models with Bayesian optimization for enhanced biological analysis

UK Lilhore, S Simiaya, M Alhussein, N Faujdar… - BMC Medical Informatics …, 2024 - Springer
Efforts to enhance the accuracy of protein sequence classification are of utmost importance
in driving forward biological analyses and facilitating significant medical advancements. This …

Hashing2vec: Fast embedding generation for sars-cov-2 spike sequence classification

M Taslim, C Prakash, A Sarwan… - Asian Conference on …, 2023 - proceedings.mlr.press
Due to the ongoing coronavirus (COVID-19) pandemic, an unprecedented amount of SARS-
CoV-2 sequence data is available. The scale of this data has out-paced traditional methods …

ViralVectors: compact and scalable alignment-free virome feature generation

S Ali, P Chourasia, Z Tayebi, B Bello… - Medical & Biological …, 2023 - Springer
The amount of sequencing data for SARS-CoV-2 is several orders of magnitude larger than
any virus. This will continue to grow geometrically for SARS-CoV-2, and other viruses, as …

ProtienCNN‐BLSTM: An efficient deep neural network with amino acid embedding‐based model of protein sequence classification and biological analysis

UK Lilhore, S Simaiya, S Dalal… - Computational …, 2024 - Wiley Online Library
Protein sequence classification needs to be performed quickly and accurately to progress
bioinformatics advancements and the production of pharmaceutical products. Extensive …

Evaluating covid-19 sequence data using nearest-neighbors based network model

S Ali - 2022 IEEE International Conference on Big Data (Big …, 2022 - ieeexplore.ieee.org
The SARS-CoV-2 coronavirus is the cause of the COVID-19 disease in humans. Like many
coronaviruses, it can adapt to different hosts and evolve into different lineages. It is well …

AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods

MU Tariq, SB Ismail - Osong Public Health and Research …, 2024 - pmc.ncbi.nlm.nih.gov
Objectives The coronavirus disease 2019 (COVID-19) pandemic continues to pose
significant challenges to the public health sector, including that of the United Arab Emirates …