QuantumBoostNet, a hybrid classical-quantum architecture with a 10-qubit quantum circuit, consistently outperforms state-of-the-art classical and hybrid classical-quantum models in cardiac ultrasound view identification

Extensive experiments indicate that, despite the limited number of qubits that can be simulated, QuantumBoostNet consistently outperforms state-of-the-art classical and hybrid classical-quantum models in cardiac ultrasound view identification, achieving a relative improvement over the best competitor.

http://arxiv.org/abs/2608.27302v1