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Machine Learning for Brain Disorders

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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Fungal Disease in Britain and the United States 1850-2000 Mycoses and Modernity / by Homei, A., Worboys, M.

Subjects: “…US History.…”
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The Economics of the Audiovisual Industry: Financing TV, Film and Web by La Torre, Mario

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Multiculturalism and Conflict Reconciliation in the Asia-Pacific Migration, Language and Politics /

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Pynchon and Philosophy Wittgenstein, Foucault and Adorno / by Eve, Martin Paul

Subjects: “…Literature, Modern-20th century.…”
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Rethinking Interdisciplinarity across the Social Sciences and Neurosciences by Callard, F., Fitzgerald, D.

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A Philosophical Examination of Social Justice and Child Poverty by Schweiger, G., Graf, G.

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A History of Male Psychological Disorders in Britain, 1945-1980 by Haggett, Alison

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How Generations Remember Conflicting Histories and Shared Memories in Post-War Bosnia and Herzegovina / by Palmberger, Monika

Table of Contents: “…Researching Memory and Generation -- Chapter 1. Fragments of Communicative Memory: WWII, Tito and the 1992-95 War -- Chapter 2. …”
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Seeing Ourselves Through Technology How We Use Selfies, Blogs and Wearable Devices to See and Shape Ourselves / by Rettberg, Jill W.

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Constructions of Cancer in Early Modern England Ravenous Natures / by Skuse, Alanna

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Humanities World Report 2015 by Holm, P., Jarrick, A., Scott, D.

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Environmental Governance in Latin America

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New Frontiers in Social Innovation Research

Subjects: “…Politics of the Welfare State. http://scigraph.springernature.com/things/product-market-codes/X33050…”
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Punishing the Criminal Corpse, 1700-1840 Aggravated Forms of the Death Penalty in England / by King, Peter

Table of Contents: “…Chapter 1. Introduction -- Chapter 2. 'Hanging Not Punishment Enough'; Attitudes to Aggravated Forms of Execution and the Making of the Murder Act 1690-1752 -- Chapter 3. …”
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Target Suitability and the Crime Drop by Tilley, Nick, Farrell, Graham, Clarke, Ronald V.

Subjects: “…Crime Control and Security. http://scigraph.springernature.com/things/product-market-codes/1BE000…”
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A History of Self-Harm in Britain A Genealogy of Cutting and Overdosing / by Millard, Chris

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Microfinance, EU Structural Funds and Capacity Building for Managing Authorities A Comparative Analysis of European Convergence Regions / by Porretta, Pasqualina, Pes, Giovanni

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Disability, Health and Human Development by Mitra, Sophie

Table of Contents: “…Chapter 1: Introduction -- Chapter 2: The Human Development Model of Disability, Health and Wellbeing -- Chapter 3: Measurement, Data and Context -- Chapter 4: Prevalence of Functional Difficulties -- Chapter 5: Functional Difficulties and Inequalities through a Static Lens -- Chapter 6: Dynamics of Functional Difficulties and Wellbeing -- Chapter 7: Main Results and Implications. .…”
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The Early Years Child Well-Being and the Role of Public Policy / by Inter-American Development Bank, Schady, Norbert

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