Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification. - Muhammad Hussain Khan; Zainab Saleem; Muhammad Ahmad; Sohaib Ahmed; Hamail Ayaz (CoRR, 2019)

Prediction of Microbial Spoilage and Shelf-Life of Bakery Products Through Hyperspectral Imaging. - Zainab Saleem; Muhammad Hussain Khan; Muhammad Ahmad; Sohaib Ahmed; Hamail Ayaz; Manuel Mazzara (IEEE Access, 2020)

A Hybrid Deep Model for Brain Tumor Classification. - Hamail Ayaz; Muhammad Ahmad; David Tormey; Ian McLoughlin; Saritha Unnikrishnan (MICAD, 2021)

Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants. - Muhammad Hussain Khan; Zainab Saleem; Muhammad Ahmad; Sohaib Ahmed; Hamail Ayaz; Manuel Mazzara; Rana Aamir Raza (Neural Comput. Appl., 2021)

A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. - Muhammad Hassaan Farooq Butt; Hamail Ayaz; Muhammad Ahmad; Jian Ping Li; Ramil Kuleev (CEC, 2022)

Hyperspectral Brain Tissue Classification using a Fast and Compact 3D CNN Approach. - Hamail Ayaz; David Tormey; Ian McLoughlin; Muhammad Ahmad; Saritha Unnikrishnan (IPAS, 2022)

Lightweight Deep Learning for Breast Cancer Diagnosis Based on Slice Selection Techniques. - Oladosu Oladimeji; Hamail Ayaz; Ian McLoughlin; Saritha Unnikrishnan (AICS, 2023)

A random graph-based neural network approach to assess glioblastoma progression from perfusion MRI. - Hamail Ayaz; Hanieh Khosravi; Ian McLoughlin; David Tormey; Yelda Özsunar; Saritha Unnikrishnan (Biomed. Signal Process. Control., 2023)

Optimizing BI-RADS 4 Lesion Assessment Using Lightweight Convolutional Neural Network with CBAM in Contrast Enhanced Mammography. - Oladosu Oladimeji; Hamail Ayaz; Ian McLoughlin; Saritha Unnikrishnan (Deep-Breath@MICCAI, 2024)

Post-hoc eXplainable AI methods for analyzing medical images of gliomas ( - A review for clinical applications). - Hamail Ayaz; Esra Sümer; Esin Ozturk-Isik; Thomas C. Booth; David Tormey; Ian McLoughlin; Saritha Unnikrishnan (Comput. Biol. Medicine, 2025)