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Quantum machine learning‐based framework to detect heart failures in Healthcare 4.0

https://doi.org/10.1002/spe.3264
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0470013192.bsa501openalex-snapshot
Principal Component Analysis
inferredcites →https://doi.org/10.1002/9781119813439.ch5openalex-snapshot
Quantum Machine Learning Algorithms
inferredcites →https://doi.org/10.1002/que2.34openalex-snapshot
Recent advances in quantum machine learning
inferredcites →https://doi.org/10.1002/spe.3039openalex-snapshot
Quantum computing: A taxonomy, systematic review and future directions
inferredcites →https://doi.org/10.1007/978-3-319-73712-6_12openalex-snapshot
Dimensionality Reduction Using PCA and SVD in Big Data: A Comparative Case Study
inferredcites →https://doi.org/10.1007/978-981-15-5619-7_8openalex-snapshot
Quantum Machine Learning: A Review and Current Status
inferredcites →https://doi.org/10.1007/s10462-021-10084-2openalex-snapshot
A survey on artificial intelligence techniques for chronic diseases: open issues and challenges
inferredcites →https://doi.org/10.1016/j.jtherbio.2022.103404openalex-snapshot
Automated segmentation and classification of hand thermal images in rheumatoid arthritis using machine learning algorithms: A comparison with quantum machine learning technique
inferredcites →https://doi.org/10.1016/j.neucom.2021.02.102openalex-snapshot
Quantum Machine Learning: A tutorial
inferredcites →https://doi.org/10.1016/j.patrec.2008.08.010openalex-snapshot
An experimental comparison of performance measures for classification
inferredcites →https://doi.org/10.1080/00107514.2014.964942openalex-snapshot
An introduction to quantum machine learning
inferredcites →https://doi.org/10.1098/rspa.2017.0551openalex-snapshot
Quantum machine learning: a classical perspective
inferredcites →https://doi.org/10.1109/access.2021.3138753openalex-snapshot
Quantum Cryptography-as-a-Service for Secure UAV Communication: Applications, Challenges, and Case Study
inferredcites →https://doi.org/10.1109/access.2022.3195044openalex-snapshot
Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review
inferredcites →https://doi.org/10.1109/icicacs57338.2023.10100075openalex-snapshot
Quantum Machine Learning in Healthcare: Developments and Challenges
inferredcites →https://doi.org/10.1109/iscc.2017.8024530openalex-snapshot
A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease
inferredcites →https://doi.org/10.1145/3388142.3388174openalex-snapshot
Predictive Modelling for Chronic Disease
inferredcites →https://doi.org/10.3390/jcm5070062openalex-snapshot
Heart Failure: Diagnosis, Management and Utilization

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-99786-0_2openalex-snapshot
Enhanced Optimization-Quantum Machine Learning
inferred← citeshttps://doi.org/10.1007/s10115-024-02229-wopenalex-snapshot
An accuracy analysis of classical and quantum-enhanced K-nearest neighbor algorithm using Canberra distance metric
inferred← citeshttps://doi.org/10.1007/s11082-024-06285-yopenalex-snapshot
RETRACTED ARTICLE: Quantum healthcare analysis based on smart IoT and mobile edge computing: way into network study
inferred← citeshttps://doi.org/10.1007/s13721-025-00623-0openalex-snapshot
Heart diseases prediction system using quantum technology
inferred← citeshttps://doi.org/10.1007/s44443-026-01063-0openalex-snapshot
Quantum technologies in clinical medicine: a systematic cross-domain synthesis and translational readiness taxonomy
inferred← citeshttps://doi.org/10.1016/b978-0-443-29297-2.00009-5openalex-snapshot
Quantum computing in Healthcare 5.0
inferred← citeshttps://doi.org/10.1016/b978-0-443-29297-2.00011-3openalex-snapshot
The evolution of healthcare: bridging conventional and quantum computing
inferred← citeshttps://doi.org/10.1016/b978-0-443-33700-0.00003-0openalex-snapshot
Fostering security in healthcare recommendation systems with quantum federated learning
inferred← citeshttps://doi.org/10.1016/j.cag.2025.104196openalex-snapshot
Enhancing emotional response detection in virtual reality with quantum support vector machine learning
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113669openalex-snapshot
Enhancing quantum support vector machine for healthcare applications using custom feature maps
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114261openalex-snapshot
Cardiac disease detection utilizing temporal attention recurrent graph convolutional neural network based smart wearable system
inferred← citeshttps://doi.org/10.1038/s41598-026-43125-3openalex-snapshot
Quantum-Inspired Adaptive Meta-Heuristic–Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems
inferred← citeshttps://doi.org/10.1109/access.2024.3434681openalex-snapshot
Exploring Quantum Machine Learning for Enhanced Skin Lesion Classification: A Comparative Study of Implementation Methods
inferred← citeshttps://doi.org/10.1109/access.2025.3575054openalex-snapshot
State of the Art and Future Directions of Healthcare 4.0: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1109/bts-i2c67944.2025.11399503openalex-snapshot
Performance Evaluation of Quantum Machine Learning Classifiers in Bioinformatics Applications
inferred← citeshttps://doi.org/10.1109/icondbtm64135.2024.11122824openalex-snapshot
Quantum Machine Learning for Improved Detection of Cardiovascular Diseases: Exploring the Emerging Field and Future Directions
inferred← citeshttps://doi.org/10.1109/icsss66939.2025.11346141openalex-snapshot
Hybrid Quantum-Classical Learning for Heart Disease Prediction
inferred← citeshttps://doi.org/10.1515/jisys-2023-0261openalex-snapshot
Cloud computing-based framework for heart disease classification using quantum machine learning approach
inferred← citeshttps://doi.org/10.17694/bajece.1475896openalex-snapshot
The Effect of Linear Discriminant Analysis and Quantum Feature Maps on QSVM Performance for Obesity Diagnosis
inferred← citeshttps://doi.org/10.26599/tst.2024.9010122openalex-snapshot
Quantum-Inspired Sensitive Data Measurement and Secure Transmission in 5G-Enabled Healthcare Systems
inferred← citeshttps://doi.org/10.3389/fpubh.2024.1522673openalex-snapshot
Health is beyond genetics: on the integration of lifestyle and environment in real-time for hyper-personalized medicine
inferred← citeshttps://doi.org/10.3389/fpubh.2025.1510456openalex-snapshot
Advanced applications in chronic disease monitoring using IoT mobile sensing device data, machine learning algorithms and frame theory: a systematic review
inferred← citeshttps://doi.org/10.3389/frai.2025.1583459openalex-snapshot
A comprehensive review of machine learning for heart disease prediction: challenges, trends, ethical considerations, and future directions
inferred← citeshttps://doi.org/10.3390/electronics15173817openalex-snapshot
Transferability of Quantum Feature Maps from Simulation to Hardware in Healthcare Data
inferred← citeshttps://doi.org/10.3390/software3040024openalex-snapshot
Implementation and Performance Evaluation of Quantum Machine Learning Algorithms for Binary Classification
inferred← citeshttps://doi.org/10.36227/techrxiv.171207460.05729698/v1openalex-snapshot
Advanced Cardiovascular Health in a Quantum AI-driven Healthcare Framework
inferred← citeshttps://doi.org/10.7717/peerj-cs.2498openalex-snapshot
Quantum-inspired seagull optimised deep belief network approach for cardiovascular disease prediction
inferred← citeshttps://doi.org/10.7759/s44389-025-03870-4openalex-snapshot
Security of Quantum Federated Machine Learning With Blockchain for Electronics Health Records
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