Search Results - "computational science"

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    Evolutionary Genomics Statistical and Computational Methods /

    Published 2019
    Table of Contents: “…Introduction to Genome Biology and Diversity -- Probability, Statistics, and Computational Science -- A Not-So-Long Introduction to Computational Molecular Evolution -- Whole-Genome Alignment -- Inferring Orthology and Paralogy -- Transposable Elements and Their Identification -- Modern Phylogenomics: Building Phylogenetic Trees Using the Multispecies Coalescent Model -- Genome-Wide Comparative Analysis of Phylogenetic Trees: The Prokaryotic Forest of Life -- The Methodology Behind Network-Thinking: Graphs to Analyze Microbial Complexity and Evolution -- Bayesian Molecular Clock Dating Using Genome-Scale Datasets -- Genome Evolution in Outcrossing vs. …”
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    Micro-, Meso- and Macro-Dynamics of the Brain

    Published 2016
    Table of Contents: “…Hippocampal mechanisms for the segmentation of space by goals and boundaries -- Cortical Evolution: Introduction to the Reptilian Cortex -- Flow of information underlying a tactile decision in mice -- The Visual Brain: Computing through Multiscale Complexity -- Grid cells and spatial maps in entorhinal cortex and hippocampus -- The striatum and decision-making based on value -- Decoding the dynamics of conscious perception: The temporal generalization method -- Sleep and synaptic down-selection -- Federating and integrating what we know about the brain at all scales - a challenge for the future. Computer science meets the clinical neurosciences.…”
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  8. 1168

    Cloud-Based Benchmarking of Medical Image Analysis

    Published 2017
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    From Digital Twins to Digital Selves and Beyond Engineering and Social Models for a Trans-humanist World / by Barachini, Franz, Stary, Christian

    Published 2022
    Table of Contents: “…Major Historical Landmarks in Computer Science -- Part I: Digital Twins: Advent and Trans-human Development -- 2. …”
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    A Journey of Embedded and Cyber-Physical Systems Essays Dedicated to Peter Marwedel on the Occasion of His 70th Birthday /

    Published 2021
    Table of Contents: “…Peter Marwedel and the Department of Computer Science of the TU Dortmund University -- Chapter 2. …”
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  16. 1176

    A People’s History of Structural Racism in Academia From A(dministration of Justice) to Z(oology) by Rahman, Susan, Sunder, Prateek, Jackson, Dahmitra

    Published 2022
    Table of Contents: “…Licensing -- 1: Introduction -- 2: A Look at Structural Racism by Discipline -- Administration of Justice -- Anthropology -- Architecture -- Art- Dance -- Art- Drama -- Art- Visual -- Art History -- Astronomy -- Biology -- Business -- Career Counseling -- Career Technology Education (CTE) -- CTE -Fire Technology -- CTE- Graphic Design -- CTE - Multimedia Studies -- Chemistry -- Communication/Film/Speech -- Computer Science -- Early Childhood Education -- Economics -- Engineering -- English -- English as Second Language -- Environmental Science -- Ethnic Studies -- Geography -- Geology -- Health Education -- History -- Human Sexuality -- Languages -- Library and Information Science -- Mathematics -- Mathematics- Statistics -- Music -- Music/Musical Performance/ers -- Philosophy -- Physics -- Physics- Astrophysics -- Political Science -- Psychology -- Sociology -- Zoology -- Conclusion -- Acknowledgements -- Reflections from the Authors -- A List of Resources for Further Exploration -- References…”
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    Computational Thinking Education

    Published 2019
    Table of Contents: “…-- 3 MIT App Inventor: Objectives, Design, and Development -- Part II Student Competency and Assessment -- 4 Measuring Secondary School Students' Competence in Computational Thinking in ICILS 2018: Challenges, Concepts and Potential Implications for School Systems around the World -- 5 Computational Thinking Processes and their Congruence with Problem-Solving and Information-Processing -- 6 Combining Assessment Tools for a Comprehensive Evaluation of Computational Thinking Interventions -- 7 Introducing and Assessing Computational Thinking in the Secondary Science Classroom -- 8 Components and Methods of Evaluating Computational Thinking for Fostering Creative Problem-Solvers in Senior Primary School Education -- Part III Computational Thinking and Programming Education in K-12 -- 9 Learning Composite and Prime Numbers through Developing an App: An Example of Computational Thinking Development through Primary Mathematics Learning -- 10 Teaching Computational Thinking using Mathematics Gamification in Computer Science Game Tournaments -- 11 Mathematics Learning: Perceptions towards the Design of a Website based on a Fun Computational Thinking-based Knowledge Management Framework -- Part IV Computational Thinking in K-12 STEM Education and Non-formal Learning -- 12 Defining and Assessing Students' Computational Thinking in a Learning by Modeling Environment -- 13 Roles, Collaboration, and the Development of Computational Thinking in a Robotics Learning Environment -- 14 Video Games: A Potential Vehicle for Teaching Computational Thinking -- 15 Transforming the Quality of Workforce in the Textile and Apparel Industry through Computational Thinking Education -- Part V Teacher and Mentor Development in K-12 Education -- 16 Teaching Computational Thinking with Electronic Textiles: Modeling Iterative Practices and Supporting Personal Projects in Exploring Computer Science -- 17 A Study of Readiness of Implementing Computational Thinking in Compulsory Education in Taiwan -- 18 Self-development through Service-oriented Stress-Adaptation-Growth (SOSAG) Process in the Engagement of Computational Thinking Co-teaching Education -- Part VI Computational Thinking in Educational Policy and Implementation -- 19 Educational Policy and Implementation of Computational Thinking and Programming: Case Study of Singapore -- 20 Teaching-Learning of Computational Thinking in K-12 Schools in India.…”
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    Interdisciplinarity in the Scholarly Life Cycle Learning by Example in Humanities and Social Science Research /

    Published 2023
    Table of Contents: “…The Mysterious User of Research Data: Knitting Together Science and Technology Studies with Information and Computer Science -- 12. Interdisciplinary Anticipations: Art-Science Collaboration at the Maastricht Brain Stimulation and Cognition Laboratory -- 13. …”
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    Machine Learning for Brain Disorders

    Published 2023
    Table of Contents: “…A Non-Technical Introduction to Machine Learning -- Classic Machine Learning Methods -- Deep Learning: Basics and Convolutional Neural Networks (CNN) -- Recurrent Neural Networks (RNN) - Architectures, Training Tricks, and Introduction to Influential Research -- Generative Adversarial Networks and Other Generative Models -- Transformers and Visual Transformers -- Clinical Assessment of Brain Disorders -- Neuroimaging in Machine Learning for Brain Disorders -- Electroencephalography and Magnetoencephalography -- Working with Omics Data, An Interdisciplinary Challenge at the Crossroads of Biology and Computer Science -- Electronic Health Records as Source of Research Data -- Mobile Devices, Connected Objects, and Sensors -- Medical Image Segmentation using Deep Learning -- Image Registration: Fundamentals and Recent Advances Based on Deep Learning -- Computer-Aided Diagnosis and Prediction in Brain Disorders -- Subtyping Brain Diseases from Imaging Data -- Data-Driven Disease Progression Modelling -- Computational Pathology for Brain Disorders -- Integration of Multimodal Data -- Evaluating Machine Learning Models and their Diagnostic Value -- Reproducibility in Machine Learning for Medical Imaging -- Interpretability of Machine Learning Methods Applied to Neuroimaging -- A Regulatory Science Perspective on Performance Assessment of Machine Learning Algorithms in Imaging -- Main Existing Datasets for Open Brain Research on Humans -- Machine Learning for Alzheimer's Disease and Related Dementias -- Machine Learning for Parkinson's Disease and Related Disorders -- Machine Learning in Neuroimaging of Epilepsy -- Machine Learning in Multiple Sclerosis -- Machine Learning for Cerebrovascular Disorders -- The Role of Artificial Intelligence in Neuro-Oncology Imaging -- Machine Learning for Neurodevelopmental Disorders -- Machine Learning and BrainImaging for Psychiatric Disorders: New Perspectives.…”
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