ALT Building on recent advances in quantum machine learning (QML), which have shown impressive accuracy in classifying Alzheimer’s disease, this novel framework integrates classical and quantum computing, incorporates sophisticated quaternionic representations, and seeks to provide a more sensitive and predictive tool for identifying disease progression and therapy resistance.