Aamer Iqbal Bhatti

The paper develops a Boolean network model of breast cancer to identify minimal interventions that drive apoptosis, showing that a small kernel of nodes can achieve durable cell death in a subset of patients.

This paper develops a nonlinear observer for a phenomenological epilepsy model to estimate neural states and predict seizure onset using EEG signals.

BIND predicts biological interactions using knowledge graph embeddings and machine learning, achieving high F1 scores and identifying novel drug-phenotype interactions supported by literature.