International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2023)

Name: International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2023) | Advanced Intelligent Systems on Digital Health Technology, Volume 2
Brand: Springer
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Advanced Intelligent Systems on Digital Health Technology, Volume 2

Mostafa Ezziyyani Janusz Kacprzyk Valentina Emilia Balas(Editor)

Springer (Publisher)

1st Edition

Published on 1. March 2024

IX, 449 pages

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978-3-031-52385-4 (ISBN)

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This book encapsulates the innovative discussions held during the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2023), which took place at Mohammed 6 University of Sciences and Health Casablanca, Morocco.

This book delves into the multifaceted realm of advanced intelligent systems, specifically focusing on digital health technology. The book offers a comprehensive exploration of cutting-edge research and breakthroughs in this dynamic field, providing a holistic perspective on the latest advancements.

Within these pages, you will find papers covering an array of captivating topics, including AI-driven diagnostics, wearable health devices, predictive analytics in health care, and much more. Each contribution delves into the synergy of intelligent systems and digital health, showcasing how these technologies intertwine to shape the future of healthcare.

Designed for researchers, practitioners, and enthusiasts alike, this book serves as an invaluable resource for staying updated on the latest trends and developments in the intersection of advanced intelligent systems and digital health technology. Whether you are seeking to broaden your knowledge or seeking practical insights, this book caters to a diverse readership eager to harness the potential of these innovative domains.

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Content

Intro
Contents
Profound Sedation Detection Based on BrainWaves Analysis
1 Introduction
2 Methodology
2.1 Signal Acquisition
2.2 Preprocessing
2.3 Signal Processing and Analysis
2.4 Feature Extraction
3 Result and Discussion
4 Conclusion
References
The Effect of Endotracheal Tube Resistance and Respiratory Frequency on PCO2 Management During Pressure-Controlled Ventilation: A Modelling Study
1 Introduction
2 Material and Methods
2.1 Endotracheal Tubes
2.2 Mathematical Model
2.3 Calculation of PCO2 Values
2.4 Simulator Design
2.5 Statistical Methods
3 Results
4 Discussion
5 Conclusion
References
Gut Microbiome Composition of Preterm Infants with Necrotizing Enterocolitis in American and Brazilian Populations
1 Introduction
2 Methodology
2.1 Cohort Sample Selection and 16S rRNA Amplicons Data Set
2.2 Taxonomic Profiling and Statistical Analysis
3 Results
3.1 Clinical Characteristics of the Cohort
3.2 Comparison of Gut Microbiomes Between the BRAZIL NEC Group and the USA NEC Preterm Group
4 Discussion
5 Conclusion
References
Towards Industry 4.0: An IoT-Enabled Data-Driven Architecture for Predictive Maintenance in Pharmaceutical Manufacturing
1 Introduction
2 Background and Related Works
2.1 Background
2.2 Related Work
3 Study Case: The Cyclotron
3.1 Context and Objectives
3.2 General Description of the Cyclotron
3.3 Failure Mode and Effects Analysis for the Cyclotron
3.4 Proposed Architecture
4 Advantages and Limitations
4.1 Advantages of the Proposed Architecture
4.2 Limitations of the Proposed Approach
5 Conclusion and Future Work
References
The Necessity of Using the Registry Systems for Primary Ovarian Insufficiency
1 Introduction
2 Methods
3 Findings
3.1 Independent POI Registry Systems
3.2 Dependent POI Registry Systems
4 Discussion
5 Conclusion
References
Architecture of a Tele Alert System for Elderly Individuals: TeleGuard Belt
1 Introduction
2 Related Works
3 Material and Methods
4 Results
5 Conclusion and Perspectives
References
Evaluating Clinician Performance with Electronic Medical Record Systems in Hospital Organization: A Protocol for Systematic Review
1 Introduction
2 Methods and Analysis
2.1 Search Strategy
2.2 Eligibility Criteria and Process of Study Selection
2.3 Data Management
2.4 Data Extraction and Study Quality Appraisal Tool
2.5 Data Synthesis and Analysis
3 Results and Discussion
Appendix 1: Search Strategy for Scopus Database
Appendix 2: Data Extraction Form
Appendix 3: The "Joanna Briggs Institute Critical Appraisal Checklist" for Analytical Cross-Sectional Study (Last Amended in 2017)
Appendix 4. The "Critical Appraisal Skills Programme" (CASP) Checklist for Qualitative Research (Last Amended in 2018)
References
TAXAPRO: A Streamlined Pipeline to Analyze Shotgun Metagenomes
1 Background
2 Implementation
3 Results and Discussion
4 Conclusion
References
Advancing Tumor Cell Classification and Segmentation in Ki-67 Images: A Systematic Review of Deep Learning Approaches
1 Introduction
2 Datasets
3 Methods
4 Conclusion
References
Effectiveness of the Discrete to Continuous (DtC) Algorithm in Reducing EEG Dataset Dimensionality for Alcohol Use Disorder (AUD) Diagnosis
1 Introduction
1.1 A Summary of Prior Work to Select Relevant EEG Channels
2 Method
2.1 Data Description
2.2 Logistic Regression Algorithm
3 Experimental Results
4 Discussion
5 Conclusion
References
The Complete Mitochondrial Genome of Chrysina Resplendens
1 Introduction
2 Methods
3 Results
3.1 Chrysina Resplendens Mitochondrial Genome Extraction and Assembly
3.2 Mitogenome Annotation
4 Discussion
5 Conclusion and Perspective
References
Differences in Gene Expression Due to Physical Activity Between Males and Females
1 Introduction
2 Problematic
3 Material and Methods
4 Results
5 Conclusion
References
Association Between Oral Microbiome Composition and Depression in Smokers and Nonsmokers
1 Introduction
2 Methodology
3 Results
4 Discussion
5 Conclusion
References
16S rRNA Gene-Amplicon-Based Profiling of the Vaginal Microbiome From North African Women
1 Introduction
2 Methodology
2.1 Data Availability
2.2 Bioinformatics Analysis
3 Results
3.1 Vaginal Microbiome Taxonomic Composition Using Different Pipelines
3.2 Exploration of Alpha and Beta Diversity Variation
4 Discussion
5 Conclusion
References
Data Driven Decision Making with Intelligent CCTV
1 Introduction
2 Literature Review
3 Methodology
4 Results
5 Conclusion
References
Assessment of Gut Microbiota in Obese Male and Female Children Using 16S rRNA Gene Profiling
1 Introduction
2 Problematic
3 Methodology
3.1 Study Cohort
3.2 Bioinformatics and Statistical Analysis
4 Results
5 Discussion
6 Conclusion
References
Comparative Analysis of the Microbiome in Raw and Pasteurized Bovine Milk From Norway
1 Introduction
2 Methods
2.1 Sequence Data Collection and Analysis
3 Results
4 Discussion
5 Conclusion
References
Comparative Analysis of Methadone's Impact on Gut Microbiome: A Cross-Population Study Between the United States and China
1 Introduction
2 Methodology
2.1 Study subjects
2.2 Taxonomic Profiling Using EzBioCloud
3 Results
3.1 Averaged Taxonomic Composition of the MTP Sets
3.2 Comparison of Gut Microbiomes
4 Discussion
5 Conclusion
References
The Impact of Gut Microbiota on Gender-Specific Differences in COVID-19 Patients
1 Introduction
2 Problematic
3 Methodology
4 Results
5 Discussion
6 Conclusion
References
Gut 16S rRNA Gene Amplicon Metataxonomic Profiling of Children with Cystic Fibrosis
1 Introduction
2 Methodology
2.1 Study Participants
2.2 Sequence Processing and Statistical Analysis
3 Results
4 Discussion
5 Conclusion
References
Ethical Considerations in the Integration of Internet of Things (IoT) Technologies Within Digital Health: A Comprehensive Framework for Evaluation
1 Introduction
2 Related Works
3 Methodology
3.1 Developing the Evaluation Framework
3.2 Data Collection
3.3 Justification of Approach and Methods
4 Data Analysis Process:
4.1 Qualitative Data Analysis
4.2 Coding Process
5 Proposed Evaluation Framework for Ethical Considerations in IoT Applications within Digital Health
6 Potential Practical Implications
7 Discussion
8 Conclusion
References
Improving Brain Stroke Diagnosis by Using Machine Learning Algorithms
1 Introduction
2 Methodology
2.1 Dataset Description
2.2 Data Preprocessing
2.3 Models Building and Development
3 Results and Discussion
4 Conclusion
References
Amblystegium Radical (P.Beauv.) Schimp and Gymnostomum Aeruginosum var.aeruginosum Sm, Two New Species for Moroccan Bryoflora
1 Introduction
2 Material and Methods
2.1 Study Sitting
2.2 Methodology
3 Description of the Moroccan Specimens
3.1 Amblystegium radical (P. Beauv.) Schimp
3.2 Distribution
3.3 Gymnostomum Aeruginosum Sm var.aeruginosum
3.4 Distribution
3.5 Taxonomic Remarks
4 Conclusion
References
Whole Exome Analysis to Analyse the Mutational Profiles of Taiwanese Patients with Breast Cancer
1 Background
2 Problematic:
3 Methods
4 Results
5 Discussion
6 Conclusion
References
Artificial Neural Network for Thyroid Disease Diagnosis
1 Introduction
2 Problematic
3 Methodology
4 Results and Discussion
5 Conclusion
References
In-Silico Analysis of the High-Risk Missense Variants in PTH1R Gene and Association with Primary Failure of Tooth Eruption (PFE)
1 Introduction
2 Materials and Methods
2.1 Retrieval of Data
2.2 Predicting Deleterious nsSNPs of the PTH1R Gene
2.3 Conservation Analysis
2.4 Prediction of the 3D Structure and Stability Change of the Protein
2.5 Evaluating Structural Effects of nsSNPs and RMSD Difference
2.6 Prediction of Structural Effects of ns SNP on PTH1R
2.7 Prediction of Protein Interactions
3 Results and Disccusion
3.1 SNP Datasets
3.2 Analysis of SNP Impact Prediction
3.3 Amino Acid Conservation Analysis
3.4 Predictions of Protein Stability
3.5 Results of Structural Analysis
3.6 Results of Structural Analysis of the Selected NsSNPs on PTH1R by Project Hope Server
3.7 Analysis of Protein-Protein Interaction
4 Discussion
5 Conclusion
Supplementary Data
References
Hospital Supply Chain 4.0 Performance: A Systematic Literature Review
1 Introduction
2 Research Methodology
3 Results and Discussion
3.1 Systematic Literature Review (SLR)
3.2 Bibliometric Network Analysis
4 Conclusion and Future Work
References
Optimization Function Selection and Its Impact on Unet's Efficiency: A Comprehensive Analysis
1 Introduction
2 Related Works
3 Materials and Methods
3.1 Data and Tools
3.2 IT Platform
3.3 UNET
3.4 Experimental Measures
4 Results and Discussion
5 Conclusion
References
New Smart Optimal Transition Molecules Structure Approach from Discrete to Continuous Based on Three-Dimensional Analysis Method
1 Introduction
2 Description of the Deployed Methodology "DTC"
3 Data and Materials
3.1 Computing Platform
3.2 Databases
3.3 Visualization and Animation of Results
4 Results
4.1 Alignment of the Three-Dimensional Structures of the Virus
4.2 Determination of Residue Interaction Regions
5 Discussion
6 Conclusion
References
Diagnosis and Localization of COVID-19 Using Deep Transfer Learning and Model Weighting
1 Introduction
2 Related Works
3 Proposed Methodology
3.1 Proposed Model
3.2 Model Reliability/Weighting
4 Experimental Results
4.1 Dataset Description
4.2 Data Preprocessing
4.3 Pre-trained Models
4.4 Transfer Learning
4.5 Model Performance
5 Conclusion
References
Shiga Toxin-Producing Escherichia Coli (STEC)
Virulence Factors, Pathologies Caused and Foods at Risk: Review
1 Introduction
2 General Information on the Species Escherichia Coli
2.1 History
2.2 Description
2.3 Taxonomy and Classification
3 Pathogenic Shiga Toxin-Producing Escherichia Coli (STEC)
3.1 History
3.2 Presentation of STEC
3.3 Virulence Factors of Pathogenic STEC
3.4 Infectious Dose of STEC
3.5 Human Pathologies Caused by STEC
3.6 Diagnosis of STEC Infection
3.7 Treatment of Pathologies Due to STEC
3.8 Main Foods Responsible for STEC Foodborne Illness
4 Conclusion
References
Gene's Association with Coronary Stent Stenosis After Drug Eluting Stent: Mini-review
1 Introduction
2 Physiopathology
2.1 Arterial Injury
2.2 Platelet Aggregation and Thrombus Formation
2.3 Inflammations
2.4 Smooth Muscle Cell Migration
2.5 Smooth Muscle Cell Proliferation
2.6 Extracellular Matrix Production
3 Genetic of Restenosis
3.1 The Renin-Angiotensin System
3.2 ENOS Gene
3.3 Inflammatory System
3.4 VEGF Gene
4 Conclusion
References
Microstructural Characterization and Development of Crystalline Morphology of Polytetrafluoroethylene Due to the Gadolinium Addition
1 Introduction
2 Experimental Method of Elaboration
3 Results and Discussion
3.1 Fourier Transforms Infrared Spectroscopy (FTIR) of Teflon Doped by Gadolinium
3.2 Characterization by X-ray Diffraction Analysis
4 Conclusion
References
Purity Control Using Refractometer, Spectroscopy IR and Optical Microscope to Analyze New Pigment- Based Phosphate Er2P4O13
1 Introduction
2 Experimental Section
2.1 Synthesis of TPE by Solid State
3 Results and Discussion
3.1 X-ray Diffraction Analysis
3.2 Description of Structures
3.3 Optical Band Gap in Ordered Er2P4O13
3.4 The Spectroscopy IR for the Analysis of Powders
3.5 Control of the Purity Using Refractometer
3.6 Characterization of Er2P4O13 Using the Optical Microscope
3.7 Semi-Local DFT Tends to Severely Underestimate Band Gaps
4 Conclusion
References
Management of Competencies in Laboratory of Cytology and Pathological Anatomy: Development and Implementation of Skill's Matrix, Lesson Learned from Industrial Sector
1 Introduction
2 Methods and Tools Used to Achieve the Subject of the Paper
2.1 Job Descriptions or Listing of Tasks:
2.2 Analysis of JCI Requirements on Relation to the Human of Laboratory
2.3 Development of a Visual ILUO Method Specific to ACP's Laboratory
2.4 Implementation of Skill's Matrix
3 Results and Discussion
4 Conclusions
References
Sentiment Analysis of Pharmaceutical Data on Social Media: Nooj as an NLP Processor
1 Introduction
2 Significance of Pharmaceutical Data on Social Media
3 NLP as a Tool for Sentiment Analysis
4 Nooj as a Processor of Pharmaceutical Data
5 Methods
6 Results
7 Discussion
8 Conclusion
References
The Radiation of Base Stations and Mobile Phones Effects on Human Health
1 Introduction
2 Related Works
3 Data Collection
3.1 Collection of Data via the Application
4 Result and Discussion
5 Conclusion
References
Enhancing Ambulance Traffic Movement: A Data-Driven Approach
1 Introduction
2 Related Work
3 Methodology
4 Conclusion
References
Gene's Association with Coronary Stent Stenosis After Drug Eluting Stent: Review
1 Introduction
2 Physiopathology
3 Conclusion
References
Combining Semantic Clustering and Sentence Embedding Representation for Abstractive Biomedical Summarization
1 Introduction
2 Related Work
3 Proposed Method
3.1 Preprocessing and Sentence Embedding
3.2 Semantic Clustering
3.3 Summarization of Clusters
3.4 Aggregation of Sub-summaries
4 Experimental Results
4.1 Dataset and Evaluation Measures
4.2 Experimental Setup
4.3 Experimental Setup
5 Conclusion
References
Dynamic Agent-Based Model for COVID-19 Epidemic Spread Using Social Network Information
1 Introduction
2 Agent-Based Model
3 Implementation
3.1 Community Structure and Social Contacts
4 Results
4.1 Scenario 1: Vaccination Campaign is the Only Intervention
4.2 Scenario 2: Vaccination Campaign Combined with 50% of the Population Wearing the Mask
4.3 Comparison of the Two Scenarios
5 Discussion
6 Conclusion and Perspectives
References
Author Index

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International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2023)

Description

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Other editions

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Content

System requirements