S. Sathya

Quantum-optimized spatio-temporal transformer for multimodal cardiovascular risk prediction from clinical and wearable data

Introduction Cardiovascular risk prediction remains a difficult problem due to the extreme class imbalance, time sparsity, non-uniform sampling, and heterogeneity of electronic health record and wearable sensor streams in the real world. Methods A multimodal cardiovascular risk prediction framework called Quantum-Optim...