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Record Nr. |
UNINA9910627272903321 |
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Titolo |
XLV Mexican conference on biomedical engineering : proceedings of CNIB 2022, 6-8 October, Puerto Vallarta, México / / editors Citlalli Jessica Trujillo-Romero [and eight others] |
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Pubbl/distr/stampa |
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Cham, Switzerland : , : Springer, , [2023] |
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©2023 |
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ISBN |
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Descrizione fisica |
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1 online resource (902 pages) |
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Collana |
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IFMBE proceedings ; ; Volume 86 |
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Disciplina |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Intro -- Preface -- Distinguished Lecturer Message -- Organization -- Executive Committee -- Conference Chair -- Program Chair -- Scientific Committee -- Program Chair -- Program Co-chair -- Session Coordinators -- Committee Assistant -- Awards Committee -- Student Competition -- SOMIB Awards -- Organizing Committee -- Organizing Chair -- International Guests -- Professional Guests -- Universities Guests -- Workshops -- Exposition Chair -- Students Coordinator -- Education Committee -- Chair -- Co-chair -- Industry Committee -- Chair -- Innovation Committee -- Chair -- Logistics Committee -- Chair -- Graphic Design -- Administrative Support -- Public Relations Coordinator -- Referees -- Sponsoring Institutions -- Contents -- Artificial Intelligence and Data Science -- Device for the Fall Detection in Older Adults Through Neural Networks -- 1 Introduction -- 2 Methodology -- 2.1 Selection of Electronic Components -- 2.2 General Procedure -- 2.3 Neural Network Architecture for Posture Detection -- 2.4 Device Design -- 2.5 Participants -- 3 Results -- 3.1 Sample Characterization -- 3.2 Device Fall Detection -- 3.3 Neural Network Operation -- 4 Discussion -- 5 Conclusion -- References -- Breast Cancer Detection Algorithm Using Ensemble Learning -- 1 Introduction -- 2 Methods -- 2.1 Database -- 2.2 Naïve Bayes Algorithm -- 2.3 Artificial Neural Network -- 2.4 Support-Vector Machine -- 2.5 Composite Algorithm -- 3 Results -- 4 Discussion -- 5 Conclusions -- |
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References -- Graph Analysis of Functional Connectivity Rs-FMRI in Healthy and Epileptic Brain Using Visibility Algorithm -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Case Study -- 3.2 Seed Regions of Interest -- 4 Discussion -- 5 Conclusions -- References -- Imagined Speech Recognition in a Subject Independent Approach Using a Prototypical Network -- 1 Introduction -- 2 Methodology. |
2.1 KaraOne Dataset -- 2.2 Dual Tree Complex Wavelet Transform (DTCWT) -- 2.3 Prototypical Networks -- 3 Experimental Settings and Results -- 4 Conclusions -- References -- Design and Comparison of Artificial Intelligent Algorithms for Breast Cancer Classification -- 1 Introduction -- 2 Methodology -- 2.1 Database -- 2.2 Artificial Neural Network -- 2.3 Naive Bayes Algorithm -- 2.4 Support Vector Machine -- 3 Results and Discussions -- 4 Conclusion -- References -- Electrophysiological Signals Simulation with Machine Learning -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Acquisition and Processing -- 2.2 Data Reshape for Machine Learning Model -- 2.3 Machine Learning Model Design, Training and Testing -- 2.4 Model Utility -- 3 Results -- 4 Discussions -- 5 Conclusions -- References -- Quantification of a Lip and Palate Clefts Classification -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Level 1. Unilateral Primary and Secondary Clefts -- 3.2 Level 2. Bilateral Primary Clefts -- 3.3 Level 3. Labial-Palatal Cleft (Primary and Secondary Palates) -- 3.4 Validation of the Relevance Factor (ρ) -- 4 Conclusions -- References -- Artificial Intelligence Applied to Breast Cancer Classification -- 1 Introduction -- 1.1 Mammography as a Method of Breast Cancer Screening -- 1.2 Convolutional Neural Networks (CNN) -- 2 Materials and Methods -- 2.1 Digital Image Processing -- 2.2 Development Environment -- 2.3 Proposed Algorithm -- 2.4 Training Models -- 3 Results -- 4 Conclusions -- References -- Computational Chemistry as an Educational Tool in Health Sciences -- 1 Introduction -- 1.1 Importance of the Study -- 2 Methodology -- 3 Results -- 3.1 Structure Analysis Results -- 3.2 Pedagogical Results -- 4 Conclusions -- 4.1 Discussion -- 4.2 Author's Comment -- References. |
A Gene-Community Overview of Transcriptional Dynamics During Neurodevelopment -- 1 Introduction -- 2 Methods -- 2.1 Database -- 2.2 Community Neurodevelopment -- 3 Results and Discussion -- 3.1 Dataset -- 3.2 Gene Community Expression Dynamics -- 4 Conclusions -- References -- CNNs for ISCI Stage Recognition on Video Sequences -- 1 Introduction -- 1.1 Development of ICSI -- 1.2 Convolutional Neural Networks -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Stacked Spatial and Temporal Deep Learning Methods for Identification of Parkinson's Disease Using Gait Signals -- 1 Introduction -- 2 Materials and Methods -- 2.1 Databases Description -- 2.2 Signal Processing: Gait Cycles -- 2.3 CLDNN -- 2.4 Classification -- 3 Results and Discussion -- 4 Conclusions -- References -- Diversity of Genotyping Chlamydia Trachomatis Serovars in Urogenital Samples from Mexican Patients: A Molecular and Bioinformatic Characterization -- 1 Introduction -- 2 Methodology -- 2.1 Ethics Statement -- 2.2 Research Population -- 2.3 Samples and DNA Collection -- 2.4 Sampling -- 2.5 Multiplex PCR Assay for the Diagnosis of STI -- 2.6 OmpA-Targeted PCR -- 2.7 Identification of CT Serovars -- 2.8 Statistical and Bioinformatic Analysis -- 3 Results -- 3.1 PCR Results -- 3.2 Prevalence and Coinfection of CT Serovars -- 3.3 Phylogenetic Analysis -- 4 Analysis -- 5 Conclusions -- References -- Detection of Breast Cancer in Mammography Using Deep Learning Models -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Model and Hyper-parameter -- 3 Results and Discussion -- 4 Conclusion -- References |
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-- Modeling and Simulation of Biological Systems -- A Comparative Study on the Interaction of an Ototoxic and an Otoprotective with the Megalin Receptor Associated with Hearing Loss -- 1 Introduction -- 1.1 Aminoglycoside Antibiotics -- 1.2 The Megalin. |
2 Material and Methods -- 2.1 Preparation of the Structures -- 2.2 Molecular Docking Studies -- 2.3 Binding Free Energy (ΔGb) Determinations -- 3 Results -- 3.1 Docking Assays -- 3.2 Electrostatic Contributions to the ΔGb -- 4 Conclusions -- References -- Collagen/Plasma-Polymerized Pyrrole Interaction: Molecular Docking and Binding Energy Calculations -- 1 Introduction -- 1.1 The Role of Collagen in Heart Tissue -- 1.2 Plasma-Synthesized Polypyrrole (PPPy) -- 2 Metodology -- 2.1 Preparation of Structures -- 2.2 Molecular Docking Studies -- 2.3 Binding Free Energy Calculations -- 3 Results and Discussion -- 4 Conclusions -- References -- Implanted Pediatric Patient Early Audiometry -- 1 Introduction -- 2 Methodology -- 2.1 Population -- 2.2 Tests -- 2.3 Analysis -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Thermal Performance of a Triple Slot Antenna Considering Temperature Dependence of Thermal and Electrical Conductivity, Blood Perfusion and Tissue Metabolism -- 1 Introduction -- 2 Methodology -- 2.1 Micro-coaxial Triple-Slot Antenna -- 2.2 Antenna Modeling: Finite Element Method -- 2.3 Parameters Evaluation -- 3 Results and Discussion -- 3.1 SWR and Areas of Ablated Tissue -- 3.2 Temperature Profiles -- 4 Conclusions -- References -- Modeling of the Interaction of Plasma-Polymerized Pyrrole with Immunoglobulin M (IgM) by Biocomputational Tools -- 1 Introduction -- 2 Methodology -- 2.1 Molecular Docking Studies -- 2.2 Binding Energy Calculations (∆Gb) -- 2.3 Molecular Dynamics -- 3 Results -- 4 Conclusion -- References -- Nitrofuran Antibiotics and Their Derivatives: A Computational Chemistry Analysis -- 1 Introduction -- 2 Nitrofuran Antibiotics -- 3 Computational Chemistry -- 4 Materials and Methods -- 5 Results and Discussion -- 6 Conclusion -- References -- Simulating the Ca2+-cAMP Crosstalk and Its Role in Pancreatic Cells. |
1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Simulating the Loss of -cell Mass in a Human Pancreatic Islet: Structural and Functional Implications -- 1 Introduction -- 2 Methods -- 2.1 Reconstruction of Pancreatic Islets -- 2.2 Loss of -cells -- 2.3 Islet Connectivity Networks -- 2.4 Modelling the Electrical Behavior of the Human -cell -- 2.5 Computational Aspects -- 3 Results -- 4 Conclusions -- References -- Role of Endogenous Ca2+ Buffering and the Readily Releasable Pool on Fast Secretion in Auditory Inner Hair Cells -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusions -- References -- Effects of Blood Flow on Insulin Concentration: A Modelling Study -- 1 Introduction -- 2 Methods -- 2.1 Bi-dimensional Slice of a Human Pancreatic Islet -- 2.2 Modeling Blood Flow in the Pancreatic Islet -- 2.3 Insulin Secretion from -cells and Diffusion Throughout the Islet Vasculature -- 2.4 Initial and Boundary Conditions -- 2.5 Computational Aspects -- 3 Results -- 4 Conclusions -- References -- Non-invasive Hypoglycemia Regulatory Patch with Glucagon Administration -- 1 Introduction -- 1.1 Background -- 1.2 Hypoglycemia in Diabetic and Non-diabetic Patients -- 2 Materials and Methods -- 2.1 System Description -- 2.2 Model Design and Flow Simulation -- 2.3 Passive Facilitated Diffusion -- 2.4 FICk's Law -- 2.5 Physiology and Characteristics of the Skin -- 2.6 Glycerin -- 3 Results -- 3.1 Flow Analysis -- 3.2 Transdermal Patch -- 4 Conclusion -- References -- The Enzymatic Core of Snakes -- 1 Introduction -- 2 Methodology -- 2.1 RNA-seq Reads Acquisition -- 2.2 Read Quality |
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Assessment and de novo Assembly -- 2.3 Identification of Transcript Sequences and Putative Coding for Enzymes -- 2.4 Enzymatic Intersection Analysis -- 3 Results and Discussion -- 4 Conclusions -- References. |
Structural Analysis for Enzymatic Homology Determination in Terpene Cyclases. |
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