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210403s2021 xx o ||| 0 eng d |
| 040 |
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|a EBLCP
|b eng
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|d YDX
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|d OCLCO
|d OCLCL
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| 019 |
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|a 1243967967
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|a 9781119792604
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|a 1119792606
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|z 1119791812
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|a (OCoLC)1244627814
|z (OCoLC)1243967967
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|a R858
|b .M33 2021
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|a 610.285
|q OCoLC
|2 23/eng/20231120
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Mohanty, Sachi Nandan.
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| 245 |
1 |
0 |
|a Machine Learning for Healthcare Applications
|h [electronic resource].
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2021.
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| 300 |
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|a 1 online resource (416 p.)
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| 500 |
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|a Description based upon print version of record.
|
| 505 |
0 |
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|a Cover -- Half-Title Page -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Part 1: INTRODUCTION TO INTELLIGENTHEALTHCARE SYSTEMS -- 1 Innovation on Machine Learning in Healthcare Services-An Introduction -- 1.1 Introduction -- 1.2 Need for Change in Healthcare -- 1.3 Opportunities of Machine Learning in Healthcare -- 1.4 Healthcare Fraud -- 1.4.1 Sorts of Fraud in Healthcare -- 1.4.2 Clinical Service Providers -- 1.4.3 Clinical Resource Providers -- 1.4.4 Protection Policy Holders -- 1.4.5 Protection Policy Providers -- 1.5 Fraud Detection and Data Mining in Healthcare
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| 505 |
8 |
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|a 1.5.1 Data Mining Supervised Methods -- 1.5.2 Data Mining Unsupervised Methods -- 1.6 Common Machine Learning Applications in Healthcare -- 1.6.1 Multimodal Machine Learning for Data Fusion in Medical Imaging -- 1.6.2 Machine Learning in Patient Risk Stratification -- 1.6.3 Machine Learning in Telemedicine -- 1.6.4 AI (ML) Application in Sedate Revelation -- 1.6.5 Neuroscience and Image Computing -- 1.6.6 Cloud Figuring Systems in Building AI-Based Healthcare -- 1.6.7 Applying Internet of Things and Machine Learning for Personalized Healthcare -- 1.6.8 Machine Learning in Outbreak Prediction
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| 505 |
8 |
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|a 1.7 Conclusion -- References -- Part 2: MACHINE LEARNING/DEEP LEARNINGBASEDMODEL DEVELOPMENT -- 2 A Framework for Health Status Estimation Based on Daily Life Activities Data Using Machine Learning Techniques -- 2.1 Introduction -- 2.1.1 Health Status of an Individual -- 2.1.2 Activities and Measures of an Individual -- 2.1.3 Traditional Approach to Predict Health Status -- 2.2 Background -- 2.3 Problem Statement -- 2.4 Proposed Architecture -- 2.4.1 Pre-Processing -- 2.4.2 Phase-I -- 2.4.3 Phase-II -- 2.4.4 Dataset Generation -- 2.4.5 Pre-Processing -- 2.5 Experimental Results
|
| 505 |
8 |
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|a 2.5.1 Performance Metrics -- 2.6 Conclusion -- References -- 3 Study of Neuromarketing With EEG Signals and Machine Learning Techniques -- 3.1 Introduction -- 3.1.1 Why BCI -- 3.1.2 Human-Computer Interfaces -- 3.1.3 What is EEG -- 3.1.4 History of EEG -- 3.1.5 About Neuromarketing -- 3.1.6 About Machine Learning -- 3.2 Literature Survey -- 3.3 Methodology -- 3.3.1 Bagging Decision Tree Classifier -- 3.3.2 Gaussian Naïve Bayes Classifier -- 3.3.3 Kernel Support Vector Machine (Sigmoid) -- 3.3.4 Random Decision Forest Classifier -- 3.4 System Setup & Design
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| 505 |
8 |
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|a 3.4.1 Pre-Processing & Feature Extraction -- 3.4.2 Dataset Description -- 3.5 Result -- 3.5.1 Individual Result Analysis -- 3.5.2 Comparative Results Analysis -- 3.6 Conclusion -- References -- 4 An Expert System-Based Clinical Decision Support System for Hepatitis-B Prediction & Diagnosis -- 4.1 Introduction -- 4.2 Outline of Clinical DSS -- 4.2.1 Preliminaries -- 4.2.2 Types of Clinical DSS -- 4.2.3 Non-Knowledge-Based Decision Support System (NK-DSS) -- 4.2.4 Knowledge-Based Decision Support System (K-DSS) -- 4.2.5 Hybrid Decision Support System (H-DSS) -- 4.2.6 DSS Architecture
|
| 500 |
|
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|a 4.3 Background.
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
|
0 |
|a Medical informatics.
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| 650 |
|
6 |
|a Médecine
|x Informatique.
|
| 700 |
1 |
|
|a Nalinipriya, G.
|
| 700 |
1 |
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|a Jena, Om Prakash.
|
| 700 |
1 |
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|a Sarkar, Achyuth.
|
| 758 |
|
|
|i has work:
|a Machine learning for healthcare applications (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGBmXxK9WTg8p7vgTrhrbd
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Mohanty, Sachi Nandan
|t Machine Learning for Healthcare Applications
|d Newark : John Wiley & Sons, Incorporated,c2021
|z 9781119791812
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6528139
|z Texto completo
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|b EBLB
|n EBL6528139
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|a YBP Library Services
|b YANK
|n 302021363
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