UID:
almafu_9961426867102883
Umfang:
1 online resource (490 pages)
Ausgabe:
1st ed. 2024.
ISBN:
3-031-52388-1
Serie:
Lecture Notes in Networks and Systems, 904
Inhalt:
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.
Anmerkung:
Intro -- Knowledge -- Contents -- Bibliometric Analysis of Global Research Trends on Digital Occupational Health Using Scopus Database -- 1 Background -- 2 Materials and Methods -- 2.1 Search Criteria -- 2.2 Materials and Methods -- 3 Results -- 3.1 Descriptive Analysis -- 3.2 Productive Authors, Countries, and Institutions -- 3.3 Subject Area -- 3.4 Bibliometric Analysis -- 4 Discussion -- 5 Conclusion -- References -- Data Envelopment Analysis and Malmquist Index Application: Efficiency of Hospitals Networks in Morocco -- 1 Introduction -- 2 Problematic -- 3 Literature Review -- 4 Research Methodology -- 4.1 Research Model -- 4.2 Malmquist Index -- 4.3 Data and Variables -- 5 Results -- 5.1 Technical Efficiency -- 5.2 Malmquist Index -- 5.3 Modeling by Peer Hospital Network Guercif ( DMU 10) 2020 -- 6 Discussion -- 7 Conclusion -- References -- Emergency Service Design and Management: Addressing Multi-floor Layout Challenges -- 1 Introduction -- 2 Literature Review -- 3 Problem Statement -- 4 Problem Modeling and Resolution -- 5 Conclusion -- References -- Exploring the Application of Classical and Intelligent Software Testing in Medicine: A Literature Review -- 1 Introduction -- 2 Literature Review -- 2.1 Classical Software Testing -- 2.2 Intelligent Software Testing -- 3 Results of the Literature Review -- 4 Discussion -- 5 Conclusion and Future Work -- References -- An Approach for Refactoring System Healthcare Using CQRS, GoF, and Natural Language Processing -- 1 Introduction -- 1.1 Command Query Responsibility Segregation -- 1.2 Design Patterns -- 2 Related Works -- 2.1 The Empirical Study of Refactoring Challenges and Benefits at Microsoft -- 2.2 A Case Study of the Variability Consequences of the CQRS Pattern in Online Business Software -- 2.3 Quantitative Analysis of Fault Density in Design Patterns: An Empirical Study.
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2.4 The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes -- 3 Methods -- 4 Discussion -- 5 Conclusion -- References -- Information Extraction for Biomedical Literature Using Artificial Intelligence: A Comparative Study -- 1 Introduction -- 2 Related Works -- 2.1 Standards for the Selection of Articles -- 2.2 Overview of the Selected Articles -- 2.3 Table of Key Features -- 2.4 Comparative Analysis Methodology -- 3 Comparative Analysis -- 3.1 Common Themes and Trends -- 3.2 Information Extraction Methods and Techniques -- 3.3 Strengths -- 3.4 Limitations -- 4 Discussion -- 4.1 Discussion and Implications -- 4.2 Future Research Directions -- 5 Conclusion -- References -- Applying Graph Theory to Enhance Software Testing in Medical Applications: A Comparative Study -- 1 Introduction -- 2 Graph Theory -- 3 Graph Theory to Enhance Software Testing -- 4 Problematic -- 5 Methodology -- 6 Studied Approaches -- 7 Solution -- 8 Conclusion and Future Work -- References -- Agile Software Engineering in Medical Environments: Challenges and Opportunities -- 1 Introduction -- 2 Agile Software Engineering -- 3 Agile Software Engineering in Medical Environments -- 4 Problematic -- 5 Methodology -- 6 Studied Approaches -- 7 Solution -- 8 Conclusion and Future Work -- References -- Ultrasound Beamforming: Investigating Time Series with Sequence to Sequence Approach in Deep Learning -- 1 Introduction -- 2 Ultrasound Time Series -- 2.1 Time Series -- 2.2 RF Time Series -- 3 Recurrent Neural Network -- 3.1 Conventional Recurrent Neural Network -- 3.2 Long-short-term-memory (LSTM) and Gated Recurrent Unit (GRU) -- 3.3 Encoder-Decoder -- 4 Attention Mechanism -- 5 Conclusion -- References -- New Approach for Predicting Optimal Neoadjuvant Treatment in Breast Cancer Patients Using a Dynamic Treatment Graph -- 1 Introduction -- 2 Problematic.
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3 Methodology -- 4 Solution -- 5 Conclusion -- References -- Detection of a Cardiac Anomaly from a PCG Signal, Based on the Transition from Discrete to Continuous Point Clouds -- 1 Introduction -- 2 Methodology -- 2.1 Methods -- 3 Discrete to Continuous Algorithm DTC -- 4 Solution -- 5 Conclusion -- References -- Transfer Learning Fine-Tuning Strategies for Enhanced Ultrasound Breast Cancer Classification -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 4 Discussion -- 5 Conclusion -- References -- VGG-AM: Towards a New Hybrid Medical Imaging Analysis Based on VGG Classification Model and Deep DATA Preparation -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Computing Platform -- 3.2 Dataset Description -- 3.3 Preprocessing -- 4 Experimental Measures -- 5 Results and Discussions -- 6 Conclusion -- References -- Deep Medical Imaging, Analysis the Brest Cancer Mammography -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Data and Tools -- 3.2 IT Platform -- 3.3 Transfer Learning -- 3.4 Experimental Measures -- 4 Results and Discussions -- 5 Conclusion -- References -- VAE-AL-UNet: Efficient Lung Segmentation in Chest X-Ray Images Using Variational Autoencoder and Active Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Conclusion -- References -- How Certified Management System and Information System Overcome Covid-19 Economics' Impacts: Comparative Study for Moroccan Companies Between 2020 and 2023 -- 1 Introduction -- 2 Journal Literature -- 2.1 Impact of the Pandemic on the Global Economy -- 2.2 Impact of the Pandemic on the Moroccan Economy -- 3 Methodology -- 4 Results -- 4.1 First Survey -- 4.2 Second Survey -- 5 Interpretation of the Study's Results and Conclusion -- Appendix -- References.
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SkinNet: Enhancing Dermatological Diagnosis Through a New Deep Learning Framework -- 1 Introduction -- 2 Literature Survey -- 3 SkinNET: Medical AI Framework -- 3.1 User Terminal -- 3.2 Edge Node -- 3.3 Remote Medal Site -- 4 Methodology -- 4.1 Oversampling -- 4.2 Standarization and Splitting Data -- 4.3 Convolutional Neural Network -- 4.4 Model Hyperparameters -- 5 Results and Discussions -- 6 Conclusion and Future Scope -- References -- Gabor Wavelet Scattering Network and KNN-Based Arrhythmia Classification Model -- 1 Introduction -- 2 Methodology -- 2.1 Data Preparation -- 2.2 Data Preprocessing -- 2.3 Features Extraction -- 2.4 K Nearest Neighbors -- 2.5 Performance Metrics -- 3 Results and Discussion -- 4 Conclusion -- References -- A Theoretical framework for Harnessing Machine Learning for Digital Forensics in Online Social Networks -- 1 Introduction -- 2 Related Works -- 3 Forensic of Online Social Networks -- 4 Proposed Framework -- 4.1 Identification -- 4.2 Preparation -- 4.3 Acquisition -- 4.4 Examination and Analysis -- 4.5 Reporting and Presentation -- 5 Theoretical Analysis of the Proposed Framework -- 6 Future Research Direction -- 7 Conclusion -- References -- A Survey on the Control and Monitoring of X-Ray Dosimetry in Moroccan Hospitals -- 1 Introduction -- 2 General Context -- 3 Study Background and Methodology -- 4 Results and Discussion -- 5 Case Study in a Radiology Department -- 6 Conclusion -- References -- LSTM as ElectroHysteroGram Signal Forecasting Method -- 1 Introduction -- 2 Methodology -- 2.1 Dataset -- 2.2 LSTM Architecture for Time Series Forecasting -- 3 Results and Discussion -- 4 Conclusion -- References -- Attention-Deficit Associated with Illicit Substances Use in Adolescents: A Case-Control Study -- 1 Introduction -- 2 Materials and Methods -- 3 Results: -- 4 Discussion -- 5 Conclusion -- References:.
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A New Study of Bragg Curve of the 12C Ion at Energies Ranging 200-400 MeV/u with the Contribution of Secondary Fragments in Hadrontherapy Using the PHITS Monte Carlo Code -- 1 Introduction -- 2 Materials and Methods -- 2.1 A Brief Description of the Simulation Code: PHITS -- 3 Results and Discussion -- 3.1 Simulated and Experimental Bragg Curve Comparison of 12C Ion Beam -- 3.2 Bragg Curve of 12C Ion Beam in a Water Phantom -- 3.3 Depth Dose Distribution of Secondary Particles of 12C Ion Beam in a Water Phantom -- 3.4 Fragments Dose Distributions of 12C Ion Beam at Energy 400 MeV/u -- 4 Conclusion -- References -- Blockchain-Based Cloud Computing: A Comparative Study of BoC, CoB, and MBC -- 1 Introduction -- 2 Related Work -- 3 CoB, BoC, and MBC Deployment -- 3.1 Cloud Over Blockchain (CoB) -- 3.2 Blockchain Over Cloud (BoC) -- 3.3 Mixed Blockchain Cloud (MBC) -- 4 Comparative Analysis -- 4.1 Scalability -- 4.2 Performance -- 4.3 Security -- 4.4 Ease of Implementation -- 5 Conclusion -- References -- Health Recommender Systems -- 1 Introduction -- 2 Background -- 3 Related Work -- 4 Critical Analysis -- 5 Roads Ahead -- 6 Conclusion -- References -- Enhancing Tablet Manufacturing Efficiency Through Numerical Simulation and Modeling of Pharmaceutical Powder Compaction: A Comprehensive Review -- 1 Introduction -- 2 Compression Process -- 2.1 Simple Compression Step -- 2.2 Simple Compression Cycle -- 2.3 Exploitation of the Compression Cycle -- 2.4 Phenomenological Aspects -- 3 Elasto-Plasticity Behavior -- 4 Modeling the Compression Problem of Tablets -- 4.1 Elasto-Plastic Behavior Equation System -- 4.2 Boundray Conditions for a Die Compaction -- 4.3 Contact Conditions Between Powder and Tooling -- 4.4 Friction Condition Between Powder and Tools -- 5 Mechanical Modeling Approaches -- 5.1 The Discrete Approach (Microscopic).
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5.2 The Continuous Approach (Macroscopic).
Weitere Ausg.:
Print version: Ezziyyani, Mostafa International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2023) Cham : Springer International Publishing AG,c2024 ISBN 9783031523878
Sprache:
Englisch
DOI:
10.1007/978-3-031-52388-5
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