Classical computers encode information in binary bits that can either be 0s or 1s. In a quantum computer, the basic unit of memory is a quantum bit or qubit. These qubits play a similar role in terms of storing information, but use physical systems, such as the spin of an electron or the orientation of a photon, to do so. In situations where there are a large number of possible feature combinations, quantum computers can consider them simultaneously, speeding up the data processing time.
In healthcare, where there are often large numbers of possible factors to consider, quantum computers can address them simultaneously, thereby allowing doctors to compare much, much more data, and all permutations of that data, in parallel to discover the best patterns that describe it, and therefore predict the best treatment options.
This edited book explores the field of quantum computing and machine learning for medical data processing, and is a useful resource for computer engineers, researchers, healthcare technologists and scientists specialising in quantum computing, quantum AI, data processing, deep learning, machine learning, smart healthcare, and medical data systems.
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This edited book covers the field of quantum computing and machine learning for medical data processing. Topics such as security, transparency, data integrity, big data and applications in drug discovery, precision in diagnostics and precision medicine, are explored.
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Chapter 1: Blockchain in healthcare: revolutionizing security, transparency, and efficiencyChapter 2: Harmony in health: machine learning empowered phonocardiogram analysis for early cardiovascular disease detectionChapter 3: Quantum artificial intelligence for healthcare, supply chain and smart city applicationsChapter 4: Image segmentation algorithms for healthcare applications: enhancing precision in diagnostics and treatmentChapter 5: Deep learning for medical image processing: a comprehensive exploration of applications and challengesChapter 6: Blockchain in healthcare: a comprehensive exploration of security, interoperability, and data integrityChapter 7: Big data security and privacy in health careChapter 8: Neural rhythms: unveiling pathways to early detection in neurological disorders through wearable EEG analysisChapter 9: Quantum computing applications in healthcare: revolutionizing diagnosis, treatment, and data securityChapter 10: Quantum computing in healthcare: exploring applications for drug discovery and precision medicineChapter 11: An intelligent skin cancer disease identification strategy using Style-GAN algorithmChapter 12: Importance and need of IoMT and big data to revolutionizing healthcare industryChapter 13: Quantum blockchain-oriented data integrity scheme for validating clinical datasetsChapter 14: Quantifying the performance of quantum machine learning algorithms for heart valve detection using H-Bert classifierChapter 15: Quantum-informed AI: precision caloric assessment for optimal health through advanced nutrition analysis in lifestyle management
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Produktdetaljer
ISBN
9781839538094
Publisert
2024-10-08
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
350