HQMC-CPC: A Hybrid Quantum Multiclass Cardiac Pathologies Classification Integrating a Modified Hardware Efficient Ansatz

HQMC-CPC: A Hybrid Quantum Multiclass Cardiac Pathologies Classification Integrating a Modified Hardware Efficient Ansatz

Cardiac pathology classification (CPC) based on the volumetric features of three key heart structures can be extracted from segmented cardiac cine magnetic resonance imaging (CMRI) sequences. Machine learning models have recently become very effective tools for handling these problems. Hybrid quantu...

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Bibliographic Details
Main Authors: Doaa A. Shoieb, Ahmed Younes, Sherin M. Youssef, Karma M. Fathalla
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Ansatz
cardiac pathologies
classification
clinical features
quantum circuit
radiomic features
Online Access:https://ieeexplore.ieee.org/document/10416865/

Internet

https://ieeexplore.ieee.org/document/10416865/

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