Omair Bilal

EAL-Net: Evolutionary Algorithm-optimized Novel Lightweight Deep Learning Architecture with Multi-attention Modules and Orthogonal Softmax for Blood Cell Diagnosis

Omair Bilal, Yangfan Li, Sohaib Asif, Ming Zhao et autres

cn, us (code pays fourni par la source)

FRE-Net: A Fuzzy Richards Functions-Based Ensemble Network for Brain Tumor Detection

Arash Hekmat, Omair Bilal, Zuping Zhang, Saif Ur Rehman Khan et autres

cn (code pays fourni par la source)

DSFuse-Net: A Novel Uncertainty-Aware Dynamic Dempster-Shafer Theory-Guided Ensemble Network for Liver Fibrosis Grading

Omair Bilal, Sohaib Asif

cn, us (code pays fourni par la source)

MACSENet: A novel lightweight CNN with multi-scale atrous convolutions and attention mechanism for accurate lung cancer detection

Fazal Hadi, Omair Bilal, Sohaib Asif

cn (code pays fourni par la source)

Advancing food safety: deep learning for accurate detection of bacterial contaminants

Saif Ur Rehman Khan, Omair Bilal, Arash Hekmat, Inzamam Shahzad et autres

cn, de, pk (code pays fourni par la source)

MS-STO-Net: A Multi-Scale State Transition Optimization-Based Ensemble Network for Accurate White Blood Cell Classification

Omair Bilal, Arash Hekmat, Saif Ur Rehman Khan, Asif Raza et autres

The precise classification of white blood cells (WBC) plays a crucial role in the prompt diagnosis of a range of health conditions. However, current methods face significant challenges including overfitting, reliance on trial-and-error strategies for model selection, and suboptimal performance, particularly in …

cn, pk (code pays fourni par la source)

AI-powered cancer diagnosis: classifying viable (live) vs non-viable (dead) cells using transfer learning

Saif Ur Rehman Khan, Hafeez Ur Rehman, Omair Bilal

cn, de, pk (code pays fourni par la source)

Boosting Machine Learning Accuracy for Cardiac Disease Prediction: The Role of Advanced Feature Engineering and Model Optimization

Omair Bilal, Arash Hekmat, Asif Raza, Saif Ur Rehman Khan

cn, pk (code pays fourni par la source)

KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification

Saif Ur Rehman Khan, Omair Bilal, Sajib Mistry, Novarun Deb et autres

Conventional standalone approaches for diagnosing individual diseases often fail to achieve robust generalization because they are severely impacted by overfitting. This results in poor adaptability to diverse image representations and an inability to balance performance with computational efficiency. In this study, we …

cn, au, ca, sa, se (code pays fourni par la source)

Brain tumor diagnosis redefined: Leveraging image fusion for MRI enhancement classification

Arash Hekmat, Zuping Zhang, Saif Ur Rehman Khan, Omair Bilal

cn (code pays fourni par la source)

Lead-cnn: lightweight enhanced dimension reduction convolutional neural network for brain tumor classification

Saif Ur Rehman Khan, Sohaib Asif, Omair Bilal, Hafeez Ur Rehman

cn, pk (code pays fourni par la source)

A lightweight neural network with feature-level fusion and attention mechanisms for brain tumor classification

Omair Bilal, Sohaib Asif

cn (code pays fourni par la source)