Search Results - "computer sciences"

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  1. 1181

    Opening Science The Evolving Guide on How the Internet is Changing Research, Collaboration and Scholarly Publishing /

    Published 2014
    Table of Contents: “…The Potential of Social Network Sites in the Scholarly Realm -- Reference Management -- Open Access: A State of the Art -- Novel Scholarly Journal Concepts -- The Public Knowledge Project: Open Source Tools for Open Access to Scholarly Communication -- Altmetrics and Other Novel Measures for Scientific Impact -- Dynamic Publication Formats and Collaborative Authoring -- Open Research Data -- Intellectual Property and Computational Science -- Research Funding in Science 2.0 -- Open Innovation and Crowdsourcing in the Sciences -- The Social Factor in Open Science -- Case: Creative Commons -- Case: Collaborative Authoring using Google Documents and Cloud Software -- Case: Unique Identity for a Researcher -- Case: Challenges in Open Data in Medical Research -- Case: On the Sociology of Science 2.0 -- Case: How This Book Was Created Using Collaborative Text Editing -- Case: History 2.0 -- Case: Making Data Citeable: Datacite.…”
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    Electronic eBook
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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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    Electronic eBook
  8. 1188

    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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    Electronic eBook
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