Amir Hussain

Formal Ontology Generation by deep machine learning

2017

An ontology is a taxonomic hierarchy of lexical terms and their syntactic and semantic relations for representing a framework of structured knowledge. Ontology used to be problem-specific and manually built due to its extreme complexity. …

An interpretable fused dense-based vision transformer architecture for the classification of cervical cancer

2026 · European journal of medical research

Cervical cancer remains a critical global health challenge, particularly in low-resource settings, necessitating robust computer-aided diagnostic (CAD) systems for early detection. This study introduces a novel deep learning architecture that fuses a self-attention-enhanced dense convolutional …