03792nam 22005533 450 991100475160332120231110224120.01-83724-479-01-5231-5351-21-83953-621-7(MiAaPQ)EBC30232048(Au-PeEL)EBL30232048(CKB)25315056400041(NjHacI)9925315056400041(BIP)085652004(OCoLC)1351202484(EXLCZ)992531505640004120221116d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierExplainable Artificial Intelligence in Medical Decision Support Systems1st ed.Jefferson :Institution of Engineering & Technology,2023.©2023.1 online resource (490 pages)Healthcare Technologies 1-83953-620-9 Chapter 1: Explainable artificial intelligence (XAI) in medical decision systems (MDSSs): healthcare systems perspective -- Chapter 2: Explainable artificial intelligence (XAI) in medical decision support systems (MDSS): applicability, prospects, legal implications, and challenges -- Chapter 3: Explainable Artificial Intelligence-based framework for medical decision support systems -- Chapter 4: Prototype interface for detecting mental fatigue with EEG and XAI frameworks in Industry 4.0 -- Chapter 5: XAI for medical image segmentation in medical decision support systems -- Chapter 6: XAI robot-assisted surgeries in future medical decision support systems -- Chapter 7: Prediction of erythemato squamous-disease using ensemble learning framework -- Chapter 8: Security-based explainable artificial intelligence (XAI) in healthcare system -- Chapter 9: Explainable dimensionality reduction model with deep learning for diagnosing hypertensive retinopathy -- Chapter 10: Understanding cancer patients with diagnostically influential factors using high-dimensional data embedding -- Chapter 11: Explainable neural networks in diabetes mellitus prediction -- Chapter 12: A KNN and ANN model for predicting heart diseases -- Chapter 13: Artificial Intelligence-enabled Internet of Medical Things for COVID-19 pandemic data management -- Chapter 14: A deep neural network for the identification of lead molecules in antibiotics discovery -- Chapter 15: Statistical test with differential privacy for medical decision support systems -- Chapter 16: Automated decision support system for diagnosing sleep diseases using machine intelligence techniques -- Chapter 17: XAI methods for precision medicine in medical decision support systems -- Chapter 18: The psychology of explanation in medical decision support systems.This edited book gives insights into the deployment, application, management, and benefits of explainable artificial intelligence (XAI) in medical decision support systems (MDSS). The book discusses XAI-based analytics for patient-specific MDSS as well as related security and privacy issues.Healthcare Technologies Medical informaticsArtificial intelligenceMedical applicationsMedical informatics.Artificial intelligenceMedical applications.610.285Imoize Agbotiname Lucky1782084Hemanth D. Jude1208278Đỗ Đình Thuận1859865Sur Samarendra Nath1373622MiAaPQMiAaPQMiAaPQBOOK9911004751603321Explainable Artificial Intelligence in Medical Decision Support Systems4481747UNINA