Blockchain and Deep Learning for Smart Healthcare

Table of Contents: “…Chapter 13 Energy-Efficient Fog-Assisted System for Monitoring Diabetic Patients with Cardiovascular Disease -- 13.1 Introduction -- 13.2 Literature Review -- 13.3 Architectural Design of the Proposed Framework -- 13.4 Fog Services -- 13.4.1 Information Processing -- 13.4.2 Algorithm for Extracting Heart Rate and QT Interval -- 13.4.3 Activity Status Categorization and Fall Detection Algorithm -- 13.4.4 Interoperability -- 13.4.5 Security -- 13.4.6 Implementation of the Framework and Testbed Scenario -- 13.4.7 Sensor Layer Implementation -- 13.5 Smart Gateway and Fog Services Implementation -- 13.6 Cloud Servers -- 13.7 Experimental Results -- 13.8 Future Directions -- 13.9 Conclusion -- References -- Chapter 14 Medical Appliances Energy Consumption Prediction Using Various Machine Learning Algorithms -- 14.1 Introduction -- 14.2 Literature Review -- 14.3 Methodology -- 14.3.1 Dataset -- 14.3.2 Data Analysis and Pre-Processing -- 14.3.3 Descriptive Statistics -- 14.3.4 Correlation Matrix -- 14.3.5 Feature Selection -- 14.3.6 Data Scaling -- 14.4 Machine Learning Algorithms Used -- 14.4.1 Multiple Linear Regressor -- 14.4.2 Kernel Ridge Regression -- 14.4.3 Stochastic Gradient Descent (SGD) -- 14.4.4 Support Vector Machine (Support Vector Regression) -- 14.4.5 K-Nearest Neighbor Regressor (KNN) -- 14.4.6 Random Forest Regressor -- 14.4.7 Extremely Randomized Trees Regressor (Extra Trees Regressor) -- 14.4.8 Gradient Boosting Machine/Regressor (GBM) -- 14.4.9 Light GBM (LGBM) -- 14.4.10 Multilayer Perceptron Regressor (MLP) -- 14.4.11 Implementation -- 14.5 Results and Analysis -- 14.6 Model Analysis -- 14.7 Conclusion and Future Work -- References -- Part 3: Future of Blockchain and Deep Learning -- Chapter 15 Deep Learning-Based Smart e-Healthcare for Critical Babies in Hospitals -- 15.1 Introduction -- 15.2 Literature Survey -- 15.2.1 Methodology.…”
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Surface-Functionalized Ceramics : For Biotechnological and Environmental Applications

Table of Contents: “…Liquid-cell AFM -- 4.4 Technical Details About the AFM Imaging Process -- 4.4.1 Properties of Piezo Transducers and the Scanning Process -- 4.4.2 Properties of the Feedback Loops and Resulting Signals -- 4.4.3 Mechanical Stability and Tip Size Effects -- 4.4.4 Image Processing, Analysis and Interpretation -- 4.4.5 Secondary Contrasting Techniques -- 4.4.6 Suitability of Samples and Sample Preparation -- 4.5 Application of AFM for Biotechnological and Environmental Purposes -- 4.5.1 Testing the Surface Charges and Surface Chemistry of Functionalised Ceramics Surfaces -- 4.5.2 AFM for Environmental Applications -- 4.5.3 AFM Biofilm Formation - Microbiology -- 4.6 Conclusions -- References -- Chapter 5 Surface Chemical Analysis of Ceramics and Ceramic-Enhanced Analytics -- 5.1 Introduction -- 5.2 Methods for Surface Chemical Analysis of Ceramics: An Overview -- 5.2.1 Electron Spectroscopy (PES, Auger) -- 5.2.2 X-ray and UV Photoelectron Spectroscopy (XPS and UPS) -- 5.2.3 Auger Spectroscopy -- 5.2.4 Surface Chemical Analysis with XPS and Auger Spectroscopy -- 5.2.5 Secondary Ion Mass Spectrometry (SIMS) -- 5.2.6 Raman and Infrared Spectroscopy -- 5.3 Using Ceramic Colloids and Nanomaterials for Advanced Surface Chemical Analysis -- 5.3.1 Playing with Light Confinement, Morphology-dependent Resonances and Evanescent Fields: Opportunities for Optical Sensing and Vibrational Spectroscopy -- 5.3.2 Surface Sensing by Whispering Gallery Modes.…”
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Encyclopedia of tidepools and rocky shores

Table of Contents: “…Schiel -- Larval history / Nicole Phillips -- Larval settlement, mechanics of / Cheryl Ann Zimmer -- Lichens / Megan N. Dethier -- Light, effects of / Molly Cummings and Sonke Johnsen -- Limpets / George M. …”
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Pocket guide to diagnostic tests by Nicoll, Diana

Table of Contents: “…Heterophile Antibody -- Histoplasma capsulatum Antigen -- Histoplasma capsulatum Precipitins -- Histoplasma capsulatum CF Antibody -- HIV Antibody -- HIV RNA, Quantitative -- HIV Resistance Testing -- HLA Typing -- HLA-B27 Typing -- Homocysteine -- 5-Hydroxyindoleacetic Acid -- IgG Index -- Immunofixation Electrophoresis -- Immunoglobulins -- Inhibitor Screen (1:1 Mix) -- Insulin Antibody -- Insulin, Immunoreactive -- Insulin-Like Growth Factor-1 -- Intrinsic Factor Blocking Antibody -- Iodine -- Iron -- Iron-Binding Capacity -- Islet Cell Antibodies -- JAK2 (V617F) Mutation -- Kappa and Lambda Free Light Chains -- Lactate Dehydrogenase -- Lactate -- Lead -- Legionella Antibody -- Leukemia/Lymphoma Phenotyping by Flow Cytometry -- Lipase -- Luteinizing Hormone -- Lyme Disease Antibody -- Magnesium -- Mean Corpuscular Hemoglobin -- Mean Corpuscular Hemoglobin Concentration -- Mean Corpuscular Volume -- Metanephrines, Free (Unconjugated), Plasma -- Metanephrines -- Methanol -- Methemoglobin -- MTHFR Mutation -- Methylmalonic Acid -- Metyrapone Test (Overnight) -- ₀ø2-Microglobulin -- Mitochondrial antibodies -- Neutrophil Cytoplasmic Antibodies -- N-Telopeptide, Cross-Linked -- Nuclear Antibody -- Oligoclonal Bands -- Osmolality, Serum -- Osmolality, Urine -- Osteocalcin -- Oxygen, Partial Pressure -- Pancreatic Elastase -- Parathyroid Hormone -- Parathyroid Hormone-Related Protein -- Partial Thromboplastin Time -- pH -- Phosphorus -- Platelet Antibodies -- Platelet Count -- Platelet Function Assay -- Porphobilinogen -- Potassium -- Procalcitonin -- Prolactin -- Prostate-Specific Antigen -- Protein C -- Protein Electrophoresis -- Protein S -- Protein, Total -- Prothrombin Time -- Q Fever Antibody -- QuantiFERON-TB (Interferon-Gamma Releasing Assay) -- Rapid Plasma Reagin -- Red Blood Cell Count -- Renin Activity -- Reticulocyte Count -- Rh(D) Typing -- Rheumatoid factor -- Ribonucleoprotein Antibody -- Rubella Antibody -- Russell Viper Venom Time (dRVVT) -- Salicylate -- Scleroderma-Associated Antibody -- Semen Analysis -- Smith (Anti-Sm) Antibody -- Smooth Muscle Antibodies -- Sodium -- Somatostatin -- SS-A/Ro Antibody -- SS-B/La Antibody -- T-Cell Receptor Gene Rearrangement -- Testosterone -- Thrombin Time -- Thyroglobulin -- Thyroglobulin Antibody -- Thyroid Peroxidase Antibody -- Thyroid-Stimulating Hormone -- Thyroid Stimulating Immunoglobulin -- Thyroxine, Total -- Thyroxine, Free -- Toxoplasma Antibody -- Transferrin -- Transferrin Receptor, Soluble -- Treponema pallidum -- Triglycerides -- Triiodothyronine -- Troponin-I, Cardiac -- Tularemia Agglutinins -- Type and Crossmatch -- Type and Screen -- Uric Acid -- Vanillylmandelic Acid -- VDRL Test, Serum -- VDRL Test, CSF -- Vitamin B12 -- Vitamin D, 25-Hydroxy -- Vitamin D, 1,25-Dihydroxy -- von Willebrand Factor -- White Blood Cell Count and Differential -- Drugs -- Abbreviations and Acronyms -- Underlying Assumptions -- Indications for Drug Monitoring -- Situations in Which Drug Monitoring May Not Be Useful -- Other Information Required for Effective Drug Monitoring -- Pharmacokinetic Parameters -- Genetic Influences on Therapeutic Drug Response -- Clinical Use of Pharmacogenetic Testing -- References -- Microbiology -- Abbreviations and Acronyms -- How to Use This Section -- Central Nervous System -- Eye -- Ear -- Sinus -- Upper Airway -- Lung -- Heart and Vessels -- Abdomen -- Genitourinary -- Bone -- Joint -- Muscle -- Skin -- Blood -- Avian Influenza A/H5N1 and Novel H1N1 Influenza A -- Human Metapneumovirus (huMPV) -- Human Monkeypox -- Severe Acute Respiratory Syndrome-Coronavirus A (SARS-CoA) -- West Nile Virus (WNV) -- Mumps -- Transmissible Spongiform (TSE) -- Lyme Disease.…”
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Remote Sensing of Agriculture and Land Cover/Land Use Changes in South and Southeast Asian Countries

Table of Contents: “…Extreme Development of Dragon Fruit Agriculture with Nighttime Lighting in Southern Vietnam (Shenyue Jia, Son V. Nghiem, Seung-Hee Kim, Laura Krauser, Andrea E. …”
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Corrosion Science by Kumar, N. Suresh

Table of Contents: “…Urethane Type -- 6.4. Ultraviolet Light Curable Coatings -- 6.5. Silicone Type Coatings -- 7. …”
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Distributed fiber sensing and dynamic ratings of power cable by Cherukupalli, Sudhakar Ellapragada, 1954-, Anders, George J.

Table of Contents: “…Preface xiii -- Acknowledgments xvi -- 1 Application of Fiber Optic Sensing 1 -- 1.1 Types of Available FO Sensors 2 -- 1.2 Fiber Optic Applications for Monitoring of Concrete Structures 4 -- 1.3 Application of FO Sensing Systems in Mines 7 -- 1.4 Composite Aircraft Wing Monitoring 8 -- 1.5 Application in the Field of Medicine 9 -- 1.6 Application in the Power Industry 9 -- 1.6.1 Brief Literature Review 10 -- 1.6.2 Monitoring of Strain in the Overhead Conductor of Transmission Lines 15 -- 1.6.3 Temperature Monitoring of Transformers 16 -- 1.6.4 Optical Current Measurements 17 -- 1.7 Application for Oil, Gas, and Transportation Sectors 17 -- 2 Distributed Fiber Optic Sensing 20 -- 2.1 Introduction 20 -- 2.2 Advantages of the Fiber Optic Technology 20 -- 2.3 Disadvantages of the Distributed Sensing Technology 22 -- 2.4 Power Cable Applications 23 -- 3 Distributed Fiber Optic Temperature Sensing 26 -- 3.1 Fundamental Physics of DTS Measurements 26 -- 3.1.1 Rayleigh Scattering 26 -- 3.1.2 Raman Spectroscopy 27 -- 3.1.3 Brillouin Scattering 27 -- 3.1.4 Time and Frequency Domain Reflectometry 30 -- 4 Optical Fibers, Connectors, and Cables 32 -- 4.1 Optical Fibers 32 -- 4.1.1 Construction of the Fiber Optic Cable and Light Propagation Principles 33 -- 4.1.2 Protection and Placement of Optical Fibers in Power Cable Installations 38 -- 4.1.3 Comparison of Multiple and Single-Mode Fibers 44 -- 4.2 Optical Splicing 45 -- 4.3 Fiber Characterization 47 -- 4.4 Standards for Fiber Testing 55 -- 4.4.1 Fiber Optic Testing 56 -- 4.4.2 Fiber Optic Systems and Subsystems 56 -- 4.5 Optical Connectors 68 -- 4.6 Utility Practice for Testing of Optical Fibers 74 -- 4.7 Aging and Maintenance 75 -- 5 Types of Power Cables and Cable with Integrated Fibers 77 -- 5.1 Methods of Incorporating DTS Sensing Optical Fibers (Cables) into Power Transmission Cable Corridors 77 -- 5.1.1 Integration of Optical Cable into Land Power Cables 77 -- 5.1.2 Integration of Optical Cable into Submarine Power Cables 78.…”
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Nature-inspired optimization algorithms by Yang, Xin-She

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Human sexuality : diversity in contemporary America by Yarber, William L. (William Lee), 1943-

Table of Contents: “…-- Advocating Sexual Rights -- Final Thoughts -- Summary -- Questions for Discussion -- Sex and the Internet -- Suggested Websites -- Suggested Reading.…”


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One witch at a time by DeKeyser, Stacy

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Detection of viruses of the virome affecting birches (Betula sp.) - ""Case studies Europe-wide"" by Opoku, Elisha Bright

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Photoshop Elements 13 All-in-One For Dummies by Obermeier, Barbara

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