Academic Work

Siddique, I. et al. (2026). Neuro-Symbolic 3D Deep Learning for Lung Cancer Detection: A Multi-Modal Fusion Framework with Lung-RADS Integration, Vision Transformers, Council-of-Models Reasoning, and Radiologist-in-the-Loop Explainability.

Siddique, I. (2025). Bioinformatics in Rare Disease Research: Tools, Databases, and Translational Applications — A Systematic and Critical Review. Human Genetics.

Siddique, I., Ahmed, Z. (2025). A Neuro Symbolic Ensemble Framework for Explainable Skin Lesion Classification with Clinical Rule Integration.

Siddique, I., Aditya, A. (2025). CRISPR-BERT: A Hybrid Deep Learning Architecture for Accurate Off-Target Prediction in CRISPR-Cas9 Gene Editing.

Siddique, I., Singh, S.K. (2026). NextGen-v1 Registry: A Cloud-Native Platform for Cancer Surveillance and Research with Native WHO ICD-11 Integration and Multi-Institutional Governance.