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Advanced prognostic predictive modelling in healthcare data analytics / / Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal, editors
| Advanced prognostic predictive modelling in healthcare data analytics / / Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal, editors |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (317 pages) |
| Disciplina | 610.28563 |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Artificial intelligence - Medical applications
Medical informatics Information visualization Pronòstic mèdic Simulació per ordinador Intel·ligència artificial en medicina Informàtica mèdica Mineria de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-16-0538-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483684603321 |
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Brain Inspired Cognitive Systems : 13th International Conference, BICS 2023, Kuala Lumpur, Malaysia, August 5–6, 2023, Proceedings / / edited by Jinchang Ren, Amir Hussain, Iman Yi Liao, Rongjun Chen, Kaizhu Huang, Huimin Zhao, Xiaoyong Liu, Ping Ma, Thomas Maul
| Advances in Brain Inspired Cognitive Systems : 13th International Conference, BICS 2023, Kuala Lumpur, Malaysia, August 5–6, 2023, Proceedings / / edited by Jinchang Ren, Amir Hussain, Iman Yi Liao, Rongjun Chen, Kaizhu Huang, Huimin Zhao, Xiaoyong Liu, Ping Ma, Thomas Maul |
| Autore | Ren Jinchang |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (410 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
HussainAmir
LiaoIman Yi ChenRongjun HuangKaizhu ZhaoHuimin LiuXiaoyong MaPing MaulThomas |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Machine learning Computer science Logic, Symbolic and mathematical Social sciences - Data processing Computer simulation Artificial Intelligence Machine Learning Theory of Computation Mathematical Logic and Foundations Computer Application in Social and Behavioral Sciences Computer Modelling Intel·ligència artificial Simulació per ordinador Aprenentatge automàtic |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9789819714179
9819714176 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Bio-inspired systems and Neural Computation -- Vision-Based Deep Q-Learning on Simple Control Problems: Stabilization via Neurogenesis Regularization -- Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication -- GSA-UBS: A Novel Medical Hyperspectral Band Selection based on Gravitational Search Algorithm -- Enhancing generalizability of deep learning polyp segmentation using online spatial interpolation and hue transformation -- MLM-LSTM: Multi-layer Memory Learning Framework based on LSTM for Hyperspectral Change Detection -- A hierarchical geometry-to-semantic fusion GNN framework for earth surface anomalies detection -- Zero-shot incremental learning algorithm based on bi-alignment mechanism -- Cross-Modal Transformer GAN: A Brain Structure-Function Deep Fusing Framework for Alzheimer’s Disease -- Image Recognition, Detection and Classification Evaluation of post-hoc interpretability methods in breast cancer histopathological image classification -- Red Blood Cell Detection Using Improved Mask R-CNN -- Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset -- RSF-SSD: An Improved SSD Algorithm Based on Multi-level Feature Enhancement -- GaitMG: A Multi-Grained Feature Aggregate Network for Gait Recognitio -- Saliency Detection on Graph Manifold Ranking via Multi-scale Segmentation -- Research on improved algorithm of significance object detection based on ATSA model -- UAV Cross-modal Image Registration: Large-scale Dataset and Transformer-based Approach -- Vision and Object Tracking -- How Challenging is a Challenge for SLAM? An Answer from Quantitative Visual Evaluation -- Generalized W-Net: Arbitrary-style Chinese Character Synthesization -- Blind Deblurring of QR Codes with Local Extremum Intensity Prior -- Image Enhancement for UAV Visual SLAM Applications: Analysis and Evaluation -- Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies -- Mixed-Precision Collaborative Quantization for Fast Object Tracking -- Pre-Diagnosis for Autism Spectrum Disorder Using Eye-Tracking and Machine Learning Techniques -- HRMOT: Two-step association based Multi-object Tracking in Satellite Videos Enhanced by High-Resolution Feature Fusion -- Data Analysis and Machine Learning Application of manifold recognition target identification method in seismic exploration -- Effects of PCA-Enabled Machine Learning Classification of Stress and Resting State EEGs -- Fatigue Detection Algorithm Based On Discrete Wavelet Transform of EEG Signals -- Visual Sentiment Analysis with a VR Sentiment Dataset on Omni-directional Images -- Generating Type-related Instances and Metric Learning to Overcoming Language Priors in VQA Fusing Multi-scale Attention and Transformer for Detection and Localization of Image Splicing Forgery -- SAR Incremental Learning via Generative Adversarial Network and Experience Replay -- FaceReenactment Based on Motion Field Representation -- LWGSS: Light-Weight Green Spill Suppression for Green Screen Matting -- Visual-Textual Attention for Tree-Based Handwritten Mathematical Expression Recognition -- WildTechAlert: Deep learning models for real-time detection of elephant presence using bioacoustics in an early warning system to support human-elephant coexistence. |
| Record Nr. | UNINA-9910864191403321 |
Ren Jinchang
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in simulation and digital human modeling : proceedings of the AHFE 2021 virtual conferences on human factors and simulation, and digital human modeling and applied optimization, July 25-29, 2021, USA / / Julia L. Wright [and three others], editors
| Advances in simulation and digital human modeling : proceedings of the AHFE 2021 virtual conferences on human factors and simulation, and digital human modeling and applied optimization, July 25-29, 2021, USA / / Julia L. Wright [and three others], editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer International Publishing, , [2021] |
| Descrizione fisica | 1 online resource (399 pages) |
| Disciplina | 621.367 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Optical data processing
Computational intelligence - Simulation methods Simulació per ordinador Processament òptic de dades Intel·ligència computacional |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-030-79763-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Advances in Human Factors and Ergonomics 2021 -- Preface -- Contents -- Modeling and Simulation for Human-Human and Human-Agent Teaming -- Human-Autonomy Teaming with Learning Capable Agents: Performance and Workload Outcomes -- 1 Introduction -- 2 Background -- 2.1 AI/ML -- 2.2 Transparency -- 2.3 Workload -- 3 Current Study -- 4 Methods -- 4.1 Participants -- 4.2 Equipment/Simulator -- 4.3 Study Design -- 4.4 Dependent Measures -- 4.5 Procedure -- 5 Results -- 5.1 Correct Classifications -- 5.2 Response Times -- 5.3 Workload -- 6 Discussion -- References -- Examining Vigilance in a Simulated Unmanned Aircraft System (UAS) Monitoring Task -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Quantifying Survivability via Measurement of Bodily Exposure During Simulated Combat Engagements -- 1 Introduction -- 2 Methods -- 2.1 Measures and Materials -- 2.2 Participants -- 2.3 Test Configurations -- 3 Procedures -- 3.1 Laboratory Validation -- 3.2 Field Demonstration -- 4 Data Processing and Analysis -- 4.1 Image Processing Algorithms -- 4.2 Statistical Analyses -- 5 Results -- 5.1 Laboratory Validation -- 5.2 Field Demonstration -- 6 Discussion -- References -- A User Interface Prototyping Tool for Exploring Supervisory Control of Automation During Event-Paced Scenarios -- 1 Introduction -- 2 Approach -- 3 Event-Paced Scenario Test Plan -- 4 Test Administration -- 5 Analysis -- 6 Results -- 7 Standing Orders Reporting -- 8 Administrator Observations -- 9 Situation Awareness Questions -- 10 Conclusions -- References -- Visualizing Team Trust and Cohesion -- Exploiting Interdependence in Autonomous Human-Machine Systems to Avoid Disaggregation and Vulnerability -- 1 Introduction -- 2 Research Findings -- 3 Future Research Activities -- References.
Visualizing Human-Autonomy Team Dynamics Through the Development of a Global After-Action Review Technology -- 1 Introduction -- 1.1 After-Action Reviews -- 1.2 AARs for Manned-Unmanned Teaming -- 1.3 GAART -- 2 Background: Appropriate Visualization Techniques -- 3 GAART Visualization -- 3.1 Mobility and Maneuver Visualization -- 3.2 Key Metrics Visualization -- 3.3 Autonomy Performance Visualization -- 3.4 Interactive Capabilities of the Technology -- 4 Conclusion -- References -- Development of a Neural Network Algorithm to Detect Soldier Load from Environmental Speech -- 1 Introduction -- 2 Background -- 2.1 Models of Speech Emotion Recognition (SER) -- 3 A 3-D CRNN (LSTM) Model -- 4 Method -- 4.1 Field Exercise -- 4.2 Speech Input -- 5 Results -- 6 Discussion -- 7 Conclusions -- References -- Incorporating Key Leader Engagement into Tactical Simulations -- 1 Introduction -- 2 Cultural Training Building -- 2.1 The Systematic Process -- 2.2 Front-End Analysis -- 2.3 Use of Thurstone Scaling -- 2.4 Building Intelligent Agents -- 3 Building the Interface -- 3.1 The Virtual Human Toolkit -- 3.2 Developing the Intelligent Agent -- 4 Limitations -- 5 Discussion -- References -- Computational Modeling Approaches in Politics and Economics -- Assess Electric Vehicle Adoption Through an Agent Based Approach -- 1 Introduction -- 2 Theoretical Background -- 3 ABM Development -- 3.1 Descriptive Information -- 3.2 Behavior and Decision Rules -- 4 Scenario Analysis -- 4.1 Baseline -- 4.2 Reduction in Price of EV -- 5 Sensitivity Analysis -- 6 Conclusion -- References -- The Impact of Housing Programs on Unsheltered Homeless Population: An Agent-Based Approach -- 1 Introduction -- 2 Literature Review -- 3 Research Design -- 3.1 Model Entities and Variables -- 3.2 Parameterization Verification and Simulation Experiment -- 4 Sensitively Analysis. 4.1 Quasi-Global Sensitivity Analysis -- 5 Scenario Analysis on Two Housing Programs -- 6 Conclusion -- References -- Opening Borders. Peru's Expected Utility on Venezuelan Immigration: A Social Network Analysis -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Unicameral National Parliament -- 3.2 Stakeholders -- 3.3 Level of Analysis and Directed Network -- 4 Model Implementation -- 4.1 Spatial Bargaining -- 4.2 Expected Utility Theory -- 5 Policy Implications and Conclusion -- References -- Optimal Strategy in International Relations -- 1 Introduction -- 2 Literature Review -- 3 Research Design -- 3.1 Model Entities and Variables -- 3.2 Parameterization and Simulation Experience -- 3.3 Sensitivity Analysis -- 4 Scenario Analysis -- 5 Conclusion -- 6 Limitation -- References -- Modeling and Simulation of Disaster Medicine Processes for Resilience Assessment of Hospital BCPs -- 1 Introduction -- 2 Modeling of In-Hospital Disaster Medicine -- 2.1 Process Model -- 2.2 Algorithm -- 2.3 Parameter Setting -- 2.4 Input Scenario -- 3 Results -- 4 Conclusion -- References -- Virtual and Augmented Reality -- Information Ergonomics: Expediting Maintenance Workflow Using Mixed Reality -- 1 Introduction -- 2 Maintenance Workflow -- 2.1 Planning -- 2.2 Parts -- 2.3 Procedure -- 2.4 Summary -- 3 Principles of Information Ergonomics -- 4 Conclusion -- References -- Cybersickness and Its Implications for Using Virtual Reality Head Mounted Displays in Transport Psychology Research -- 1 Introduction -- 1.1 Description of Cybersickness Phenomenon -- 1.2 Prevalence and Severity of Cybersickness -- 1.3 Factors Influencing Prevalence of Cybersickness -- 1.4 Measurement of Cybersickness -- 2 Discussion -- 3 Conclusion -- References -- Learning-Forgetting-Fatigue-Recovery Simulation Model -- 1 Introduction -- 2 Methodology -- 3 Project Design and Routine. 4 Simulation Model Description -- 5 Results -- 5.1 First-Order Model -- 5.2 Building a Second First-Order Model -- 5.3 Central Composite Design for the Second-Order Model -- 6 Discussion and Conclusion -- References -- Human Body Posture Recognition in Virtual Reality System for Astronauts Training -- 1 Introduction -- 2 Modeling of Human Body -- 3 CNN-Based Human Body Posture Recognition Algorithm -- 4 Results of the Posture Recognition -- 4.1 Results of the Picture with Single Person -- 4.2 Results in the Picture with Multiple Persons -- 5 The Application of Human Body Posture Recognition in Virtual Reality -- 6 Conclusion and Future Study -- References -- Hospital Escape VR: A Virtual Reality Simulation for Hospital Fire Evacuation Training -- 1 Introduction -- 2 Related Work -- 3 Hospital Escape VR -- 3.1 Software and Hardware -- 3.2 Virtual Environment -- 3.3 Prototype -- 4 Conclusion and Future Work -- References -- Simulation and Human Factors for Nuclear Control Rooms -- Comparing the Sensitivity of Workload Measures for Different Task Types Using Nuclear Power Plant Main Control Room Simulators -- 1 Introduction -- 1.1 Types of NPP Simulated Environments -- 1.2 Workload Assessment -- 2 Methods -- 2.1 Summary of Studies -- 2.2 Quantifying Sensitivity of Workload Measures -- 3 Results -- 3.1 Physiological Metrics -- 3.2 NASA-TLX -- 3.3 MRQ -- 4 Discussion -- References -- Using Qualified On-Site Nuclear Power Plant Simulators in Human Factors Validations of Control Room Upgrades -- 1 Introduction -- 1.1 Nuclear Power Plant Simulators and Simulation -- 2 Using the On-Site Simulator for Human Factors R& -- D -- 3 Workshop Results -- 4 Conclusion -- References -- A Dual Full-Scope and Reduced-Scope Microworld Simulator Approach to Evaluate the Human Factors of a Coupled Hydrogen Production Concept of Operations -- 1 Introduction. 2 Flexible Plant Operation and Generation -- 3 Human Factors Approach for the New Concept of Operations Development -- 4 Simulator-Based Approach to Support Concept of Operations Development -- 5 Conclusions -- References -- Analysis and Validation of the Main Control Room Staffing of the Xe-100 SMR -- 1 Introduction -- 2 Concept of Operations -- 3 Analysis -- 4 Evaluation -- 5 Validation -- 6 Conclusion -- References -- Strategies for Human Factors Validation of Fire-Event Scenarios in a Nuclear Power Plant -- 1 Introduction -- 2 Validation Plan -- 3 Preparation of Fire-Event Scenarios -- 4 Results and Lessons from the Validation Sessions -- 5 Conclusions -- References -- Data Essential for Human Factors Simulation Modeling -- Optimizing Human Performance Data for Enhanced Modeling and Analytics -- 1 Introduction -- 2 General Approach -- 2.1 Design Strategy -- 2.2 Resources and Capabilities -- 2.3 Initial Implementation -- 3 Conclusion -- References -- A Hybrid Simulation Model for an Efficient and Flexible Shop Floor System -- 1 Introduction -- 2 Culture, Diversification and FMS -- 3 Model -- 3.1 Cultural Diversification Model -- 3.2 Process Queuing Model -- 4 Simulation -- 5 Conclusion -- References -- Applying Numerical Simulation to Predict Effect of Brace Wear for Scoliosis -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusions -- References -- The Future of Data Standards and Storage: Harnessing Data Generation into a Standardized Repository -- 1 Introduction -- 2 AERDR Overview and Structure -- 3 Human Performance Data -- 4 Adding Data to AERDR -- 5 Future Directions and Considerations -- Human Sensing in Simulation -- Comfortable SCBA Weights from Biomechanical Models for Firefighting Tasks -- 1 Introduction -- 2 Methods -- 2.1 Firefighting Tasks -- 2.2 Biomechanical Models -- 3 Biomechanical Analysis Results. 4 Discussion. |
| Record Nr. | UNINA-9910488711003321 |
| Cham, Switzerland : , : Springer International Publishing, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Algorithmic Game Theory : 17th International Symposium, SAGT 2024, Amsterdam, The Netherlands, September 3–6, 2024, Proceedings / / edited by Guido Schäfer, Carmine Ventre
| Algorithmic Game Theory : 17th International Symposium, SAGT 2024, Amsterdam, The Netherlands, September 3–6, 2024, Proceedings / / edited by Guido Schäfer, Carmine Ventre |
| Autore | Schäfer Guido |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (549 pages) |
| Disciplina | 003.3 |
| Altri autori (Persone) | VentreCarmine |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Computer simulation
Data structures (Computer science) Information theory Application software Artificial intelligence Algorithms Computer networks Computer Modelling Data Structures and Information Theory Computer and Information Systems Applications Artificial Intelligence Design and Analysis of Algorithms Computer Communication Networks Algorismes Programari d'aplicació Intel·ligència artificial Xarxes d'ordinadors Simulació per ordinador Estructures de dades (Informàtica) |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-031-71033-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- The Computational Complexity of the Housing Market. -- Ex-post Stability under Two-Sided Matching: Complexity and Characterization. -- Approval-Based Committee Voting under Uncertainty. -- Matching. -- Structural and Algorithmic Results for Stable Cycles and Partitions in the Roommates Problem. -- Online Matching with High Probability. -- The Team Order Problem: Maximizing the Probability of Matching Being Large Enough. -- Fair Division and Resource Allocation. -- Fair Division of Chores with Budget Constraints. -- Fair Division with Interdependent Values. -- Fair Division with Bounded Sharing: Binary and Non-Degenerate Valuations. -- Incentives in Dominant Resource Fair Allocation under Dynamic Demands. -- Mechanism Design. -- Agent-Constrained Truthful Facility Location Games. -- The k-Facility Location Problem Via Optimal Transport: A Bayesian Study of the Percentile Mechanisms. -- Discrete Single-Parameter Optimal Auction Design. -- Estimating the Expected Social Welfare and Cost of Random Serial Dictatorship. -- Game Theory and Repeated Games. -- Swim Till You Sink: Computing the Limit of a Game. -- The Investment Management Game: Extending the Scope of the Notion of Core. -- Edge-Dominance Games on Graphs. -- Playing Repeated Games with Sublinear Randomness. -- Pricing, Revenue, and Regulation. -- Mind the Revenue Gap: On the Performance of Approximation Mechanisms under Budget Constraints. -- Sublogarithmic Approximation for Tollbooth Pricing on a Cactus. -- To Regulate or Not to Regulate: Using Revenue Maximization Tools to Maximize Consumer Utility. -- Balancing Participation and Decentralization in Proof-of-Stake Cryptocurrencies. -- Matroid Theory in Game Theory. -- Price of Anarchy in Paving Matroid Congestion Games. -- Price of Anarchy for Graphic Matroid Congestion Games. -- Non-Adaptive Matroid Prophet Inequalities. -- Matroid Bayesian Online Selection. -- Information Sharing and Decision Making. -- Prediction-Sharing During Training and Inference. -- Calibrated Recommendations for Users with Decaying Attention. -- Matrix Rationalization via Partial Orders. -- Computational Complexity and Resource Allocation. -- k-Times Bin-Packing and its Application to Fair Electricity Distribution. -- Condorcet Markets. -- Complexity of Round-Robin Allocation with Potentially Noisy Queries. |
| Record Nr. | UNINA-9910886077403321 |
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Schäfer Guido
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational physiology : Simula Summer School 2021 -- student reports / / editor, Kimberly J. McCabe
| Computational physiology : Simula Summer School 2021 -- student reports / / editor, Kimberly J. McCabe |
| Autore | McCabe Kimberly J |
| Pubbl/distr/stampa | Cham, : Springer International Publishing AG, 2022 |
| Descrizione fisica | 1 online resource (xi, 109 pages) : illustrations (some color) |
| Altri autori (Persone) | McCabeKimberly J |
| Collana | Simula SpringerBriefs on computing |
| Soggetto topico |
Physiology - Computer simulation
Physiology - Data processing Fisiologia Processament de dades Simulació per ordinador |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| Soggetto non controllato |
Computational Physiology
Scientific computing Electrophysiology Pharmacology Mechanics Machine learning Fluid mechanics Bioengineering Numerical analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Acknowledgements -- Contents -- Chapter 1 A Pipeline for Automated Coordinate Assignment in Anatomically Accurate Biventricular Models -- 1.1 Introduction -- 1.2 Methods -- 1.2.1 Semi-Automated Surface Extraction -- Algorithm 1 -- 1.2.2 Biventricular Coordinate System -- 1.2.2.1 Creation of the Coordinate System Cobiveco -- 1.2.3 Mapping Vector Fields -- 1.3 Results -- 1.4 Conclusion -- 1.4.1 Limitations -- References -- Chapter 2 3D Simulations of Fetal and Maternal Ventricular Excitation for Investigating the Abdominal ECG -- 2.1 Introduction -- 2.2 Methods
2.2.1 Geometrical mesh construction -- 2.2.2 Electrophysiological modelling -- 2.2.3 Extracellular potential measurements -- 2.2.4 Fetal ECG extraction using signal processing methods -- 2.3 Results -- 2.4 Discussion -- 2.5 Conclusions -- References -- Chapter 3 Ordinary Differential Equation-based Modeling of Cells in Human Cartilage -- 3.1 Introduction -- 3.2 Methods -- 3.2.1 Mathematical modelling of ATP-sensitive K+ currents -- 3.2.2 Population of Models -- 3.3 Results -- 3.3.1 Validation -- 3.3.2 Results for the ATP-sensitive K+ currents -- 3.3.3 Populations of Models 3.4 Discussion and Conclusion -- References -- Chapter 4 Conduction Velocity in Cardiac Tissue as Function of Ion Channel Conductance and Distribution -- 4.1 Introduction -- 4.2 Models and methods -- 4.2.1 The monodomain model -- 4.2.2 The EMI model -- 4.3 Results -- 4.4 Discussion -- 4.4.1 Influence of ion channel conductance on CV -- 4.4.2 Influence of ion channel distribution -- 4.5 Conclusions -- References -- Chapter 5 Computational Prediction of Cardiac Electropharmacology - How Much Does the Model Matter? -- 5.1 Introduction -- 5.2 Methods -- 5.2.1 Models of Cardiac Electrophysiology 5.2.2 Feature Extraction -- 5.2.3 Sensitivity Analysis and Translation -- 5.3 Results -- 5.3.1 Model Translation -- 5.3.2 Translation Discrepancies -- 5.4 Discussion -- 5.5 Conclusion -- References -- Chapter 6 A Computational Study of Flow Instabilities in Aneurysms -- 6.1 Introduction -- 6.2 Methods -- 6.2.1 Baseflow equations -- 6.2.2 Flow perturbations and instability -- 6.2.3 Discretization -- 6.2.4 Computational Methodology -- 6.3 Results -- 6.4 Discussion -- References Chapter 7 Investigating the Multiscale Impact of Deoxyadenosine Triphosphate (dATP) on Pulmonary Arterial Hypertension (PAH) Induced Heart Failure -- 7.1 Introduction -- 7.2 Methods -- 7.2.1 Cell Level Changes -- 7.2.1.1 The SERCA Pump and Calcium transients -- 7.2.1.2 Cross-bridge cycling kinetics -- 7.2.2 Organ Level Model -- 7.3 Results -- 7.4 Discussion and Conclusion -- 7.5 Acknowledgements -- 7.6 Supplementary Information -- References -- Chapter 8 Identifying Ionic Channel Block in a Virtual Cardiomyocyte Population Using Machine Learning Classifiers -- 8.1 Introduction -- 8.2 Methods 8.2.1 Data |
| Record Nr. | UNISA-996479366103316 |
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McCabe Kimberly J
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| Cham, : Springer International Publishing AG, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Computational physiology : Simula Summer School 2021 -- student reports / / editor, Kimberly J. McCabe
| Computational physiology : Simula Summer School 2021 -- student reports / / editor, Kimberly J. McCabe |
| Autore | McCabe Kimberly J |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham, : Springer International Publishing AG, 2022 |
| Descrizione fisica | 1 online resource (xi, 109 pages) : illustrations (some color) |
| Altri autori (Persone) | McCabeKimberly J |
| Collana | Simula SpringerBriefs on computing |
| Soggetto topico |
Physiology - Computer simulation
Physiology - Data processing Fisiologia Processament de dades Simulació per ordinador |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| Classificazione | COM014000MAT003000MAT006000TEC059000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Acknowledgements -- Contents -- Chapter 1 A Pipeline for Automated Coordinate Assignment in Anatomically Accurate Biventricular Models -- 1.1 Introduction -- 1.2 Methods -- 1.2.1 Semi-Automated Surface Extraction -- Algorithm 1 -- 1.2.2 Biventricular Coordinate System -- 1.2.2.1 Creation of the Coordinate System Cobiveco -- 1.2.3 Mapping Vector Fields -- 1.3 Results -- 1.4 Conclusion -- 1.4.1 Limitations -- References -- Chapter 2 3D Simulations of Fetal and Maternal Ventricular Excitation for Investigating the Abdominal ECG -- 2.1 Introduction -- 2.2 Methods
2.2.1 Geometrical mesh construction -- 2.2.2 Electrophysiological modelling -- 2.2.3 Extracellular potential measurements -- 2.2.4 Fetal ECG extraction using signal processing methods -- 2.3 Results -- 2.4 Discussion -- 2.5 Conclusions -- References -- Chapter 3 Ordinary Differential Equation-based Modeling of Cells in Human Cartilage -- 3.1 Introduction -- 3.2 Methods -- 3.2.1 Mathematical modelling of ATP-sensitive K+ currents -- 3.2.2 Population of Models -- 3.3 Results -- 3.3.1 Validation -- 3.3.2 Results for the ATP-sensitive K+ currents -- 3.3.3 Populations of Models 3.4 Discussion and Conclusion -- References -- Chapter 4 Conduction Velocity in Cardiac Tissue as Function of Ion Channel Conductance and Distribution -- 4.1 Introduction -- 4.2 Models and methods -- 4.2.1 The monodomain model -- 4.2.2 The EMI model -- 4.3 Results -- 4.4 Discussion -- 4.4.1 Influence of ion channel conductance on CV -- 4.4.2 Influence of ion channel distribution -- 4.5 Conclusions -- References -- Chapter 5 Computational Prediction of Cardiac Electropharmacology - How Much Does the Model Matter? -- 5.1 Introduction -- 5.2 Methods -- 5.2.1 Models of Cardiac Electrophysiology 5.2.2 Feature Extraction -- 5.2.3 Sensitivity Analysis and Translation -- 5.3 Results -- 5.3.1 Model Translation -- 5.3.2 Translation Discrepancies -- 5.4 Discussion -- 5.5 Conclusion -- References -- Chapter 6 A Computational Study of Flow Instabilities in Aneurysms -- 6.1 Introduction -- 6.2 Methods -- 6.2.1 Baseflow equations -- 6.2.2 Flow perturbations and instability -- 6.2.3 Discretization -- 6.2.4 Computational Methodology -- 6.3 Results -- 6.4 Discussion -- References Chapter 7 Investigating the Multiscale Impact of Deoxyadenosine Triphosphate (dATP) on Pulmonary Arterial Hypertension (PAH) Induced Heart Failure -- 7.1 Introduction -- 7.2 Methods -- 7.2.1 Cell Level Changes -- 7.2.1.1 The SERCA Pump and Calcium transients -- 7.2.1.2 Cross-bridge cycling kinetics -- 7.2.2 Organ Level Model -- 7.3 Results -- 7.4 Discussion and Conclusion -- 7.5 Acknowledgements -- 7.6 Supplementary Information -- References -- Chapter 8 Identifying Ionic Channel Block in a Virtual Cardiomyocyte Population Using Machine Learning Classifiers -- 8.1 Introduction -- 8.2 Methods 8.2.1 Data |
| Record Nr. | UNINA-9910567787803321 |
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McCabe Kimberly J
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| Cham, : Springer International Publishing AG, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Statics and Dynamics : An Introduction Based on the Finite Element Method / / by Andreas Öchsner
| Computational Statics and Dynamics : An Introduction Based on the Finite Element Method / / by Andreas Öchsner |
| Autore | Öchsner Andreas |
| Edizione | [3rd ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (723 pages) |
| Disciplina |
620.00151535
620.00151825 |
| Soggetto topico |
Mathematics - Data processing
Mechanics, Applied Solids Condensed matter Numerical analysis Mechanics Computational Mathematics and Numerical Analysis Solid Mechanics Condensed Matter Physics Numerical Analysis Classical Mechanics Mètode dels elements finits Mecànica Simulació per ordinador |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-09673-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to the Finite Element Method -- Rods and Trusses -- Euler-Bernoulli Beams and Frames -- Timoshenko Beams -- Plane Elements -- Classical Plate Elements -- Three-Dimensional Elements -- Principles of Linear Dynamics -- Integration Methods for Transient Problems -- Appendix A: Mathematics -- Appendix B: Mechanics -- Appendix C: Units and Conversion -- Appendix D: Summary of Stiffness Matrices. |
| Record Nr. | UNINA-9910659478703321 |
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Öchsner Andreas
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management : 14th International Conference, DHM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part I / / edited by Vincent G. Duffy
| Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management : 14th International Conference, DHM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part I / / edited by Vincent G. Duffy |
| Autore | Duffy Vincent G |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (678 pages) |
| Disciplina | 612.00113 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction User Interfaces and Human Computer Interaction Simulació per ordinador Intel·ligència artificial en medicina Interacció persona-ordinador Interfícies d'usuari (Sistemes d'ordinadors) |
| Soggetto genere / forma |
Llibres electrònics
Congressos |
| ISBN |
9783031357411
3031357418 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Human Factors and Ergonomics -- Job Design and Human Productivity -- Interacting with Robots and Exoskeletons -- Digital Health -- IoT and AI in Medicine and Healthcare -- Modeling Complex Human Behavior and Phenomena. |
| Record Nr. | UNINA-9910734854903321 |
|
Duffy Vincent G
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management : 14th International Conference, DHM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part II / / edited by Vincent G. Duffy
| Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management : 14th International Conference, DHM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part II / / edited by Vincent G. Duffy |
| Autore | Duffy Vincent G |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (630 pages) |
| Disciplina | 612.00113 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction User Interfaces and Human Computer Interaction Simulació per ordinador Informàtica mèdica Intel·ligència artificial en medicina Interacció persona-ordinador |
| Soggetto genere / forma |
Llibres electrònics
Congressos |
| ISBN |
9783031357480
3031357485 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Human Factors and Ergonomics -- Job Design and Human Productivity -- Interacting with Robots and Exoskeletons -- Digital Health -- IoT and AI in Medicine and Healthcare -- Modeling Complex Human Behavior and Phenomena. |
| Record Nr. | UNINA-9910734865503321 |
|
Duffy Vincent G
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital Transformation in Education and Artificial Intelligence Application : First International Conference, MoStart 2023, Mostar, Bosnia and Herzegovina, April 18–20, 2023, Revised Selected Papers / / edited by Daniel Vasić, Mirela Kundid Vasić
| Digital Transformation in Education and Artificial Intelligence Application : First International Conference, MoStart 2023, Mostar, Bosnia and Herzegovina, April 18–20, 2023, Revised Selected Papers / / edited by Daniel Vasić, Mirela Kundid Vasić |
| Autore | Vasić Daniel |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (188 pages) |
| Disciplina |
006.3
371.33 |
| Altri autori (Persone) | VasićMirela Kundid |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Education—Data processing Social sciences—Data processing Application software Artificial Intelligence Computers and Education Computer Application in Social and Behavioral Sciences Computer and Information Systems Applications Intel·ligència artificial Robòtica Simulació per ordinador |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031368332
3031368339 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Evaluating Text Summarization using FAHP and TOPSIS Methods in Intelligent Tutoring Systems -- Overview of Tools for Programming and Virtual Simulation of Robots within the STEM Teaching Process -- Evaluating LightGBM Classifie for Knowledge Tracing on EdNet Dataset -- POS-only tagging using RNN for Croatian Language -- Web scraping Fire Incidents and Assesement of Fire Impact - a Case study of Split and Dalmatia County fire -- Bichronous Online Learning During the COVID-19 Pandemic – A Case Study on Teaching the Teachers -- Artificial intelligence fuzzy logic expert system for prediction of bevel angle quality response in plasma jet manufacturing process -- Education: Opportunities and Challenges -- Artificia intelligence for knowledge visualization: An Overview -- Digital Tools and Pre-reading Skills -- Detecting academic fraud at online tests during COVID-19 using machine learning-based methods -- Changes in Legal Education in the Digital Society of Artificia Intelligence. |
| Record Nr. | UNINA-9910734861103321 |
|
Vasić Daniel
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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