Designing novel deep learning based frameworks for performance improvement of automatic modulation classification. - Soyabul Islam; Mirza Mohd Shahriar Maswood (Eng. Appl. Artif. Intell., 2025)

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data. - Soyabul Islam Lincoln; Mirza Mohd Shahriar Maswood (CoRR, 2025)

EXGnet: a single-lead explainable-AI guided multiresolution network with train-only quantitative features for trustworthy ECG arrhythmia classification. - Tushar Talukder Showrav; Soyabul Islam Lincoln; Md. Kamrul Hasan (CoRR, 2025)