LEADER 03777nam 22005533 450 001 9911004751603321 005 20231110224120.0 010 $a1-83724-479-0 010 $a1-5231-5351-2 010 $a1-83953-621-7 035 $a(MiAaPQ)EBC30232048 035 $a(Au-PeEL)EBL30232048 035 $a(CKB)25315056400041 035 $a(NjHacI)9925315056400041 035 $a(BIP)085652004 035 $a(OCoLC)1351202484 035 $a(EXLCZ)9925315056400041 100 $a20221116d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable Artificial Intelligence in Medical Decision Support Systems 205 $a1st ed. 210 1$aJefferson :$cInstitution of Engineering & Technology,$d2023. 210 4$dİ2023. 215 $a1 online resource (490 pages) 225 1 $aHealthcare Technologies 311 08$a1-83953-620-9 327 $aChapter 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. 330 $aThis edited book gives insights into the deployment, application, management, and benefits of explainable artificial intelligence (XAI) in medical decision support systems (MDSS). The book discusses XAI-based analytics for patient-specific MDSS as well as related security and privacy issues. 410 0$aHealthcare Technologies 606 $aMedical informatics 606 $aArtificial intelligence$xMedical applications 615 0$aMedical informatics. 615 0$aArtificial intelligence$xMedical applications. 676 $a610.285 700 $aImoize$b Agbotiname Lucky$01782084 701 $aHemanth$b Jude$01824957 701 $aDo$b Dinh-Thuan$01373621 701 $aSur$b Samarendra Nath$01373622 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911004751603321 996 $aExplainable Artificial Intelligence in Medical Decision Support Systems$94392379 997 $aUNINA