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Machine Learning for Brain Disorders

Redigeret af Olivier Colliot ...

Serier serie Springer Protocols
This Open Access volume provides readers with an up-to-date and comprehensive guide to both methodological and applicative aspects of machine learning (ML) for brain disorders. The chapters in this book are organized into five parts. Part One presents the fundamentals of ML. Part Two looks at the main types of data used to characterize brain disorders, including clinical assessments, neuroimaging, ... Læs mere

Gratis

This Open Access volume provides readers with an up-to-date and comprehensive guide to both methodological and applicative aspects of machine learning (ML) for brain disorders. The chapters in this book are organized into five parts. Part One presents the fundamentals of ML. Part Two looks at the main types of data used to characterize brain disorders, including clinical assessments, neuroimaging,
... Læs mere

Micro-, Meso- and Macro-Connectomics of the Brain

Redigeret af Henry Kennedy, David C. Van Essen, Yves Christen ...

Serier serie Biomedical and Life Sciences (R0)
This book has brought together leading investigators who work in the new arena of brain connectomics. This includes ‘macro-connectome’ efforts to comprehensively chart long-distance pathways and functional networks; ‘micro-connectome’ efforts to identify every neuron, axon, dendrite, synapse, and glial process within restricted brain regions; and ‘meso-connectome’ efforts to systematically map ... Læs mere

Gratis

This book has brought together leading investigators who work in the new arena of brain connectomics. This includes ‘macro-connectome’ efforts to comprehensively chart long-distance pathways and functional networks; ‘micro-connectome’ efforts to identify every neuron, axon, dendrite, synapse, and glial process within restricted brain regions; and ‘meso-connectome’ efforts to systematically map
... Læs mere
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part I

Redigeret af Alessandro Crimi, Spyridon Bakas ...

Serier Bog 1 - Springer Nature Proceedings Computer Science
This two-volume set LNCS 12962 and 12963 constitutes the thoroughly refereed proceedings of the 7th International MICCAI Brainlesion Workshop, BrainLes 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the challenge on Quantification of Uncertainties in ... Læs mere

1.120,85 kr.

This two-volume set LNCS 12962 and 12963 constitutes the thoroughly refereed proceedings of the 7th International MICCAI Brainlesion Workshop, BrainLes 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the challenge on Quantification of Uncertainties in
... Læs mere
Biomedical Informatics

Computer Applications in Health Care and Biomedicine

Redigeret af Edward H. Shortliffe, James J. Cimino ...

Serier serie Medicine (R0)
The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of ... Læs mere

747,20 kr.

The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of
... Læs mere
Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics

Techniques and Applications

Redigeret af Sujata Dash, Subhendu Kumar Pani, Babita Majhi, Joel J. P. C. Rodrigues ...

Serier serie Biomedical Engineering
Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data. This book examines and demonstrates state-of-the-art approaches for IoT and Machine Learning based biomedical and health related applications. This book aims to provide computational methods for accumulating, updating and ... Læs mere

591,84 kr.

Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data. This book examines and demonstrates state-of-the-art approaches for IoT and Machine Learning based biomedical and health related applications. This book aims to provide computational methods for accumulating, updating and
... Læs mere
Machine Learning in Clinical Neuroscience

Foundations and Applications

Redigeret af Victor E. Staartjes, Luca Regli, Carlo Serra ...

Serier serie Springer Nature Proceedings excluding Computer Science
This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific ... Læs mere

1.120,85 kr.

This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific
... Læs mere
Machine Learning in Radiation Oncology

Theory and Applications

Redigeret af Issam El Naqa, Ruijiang Li, Martin J. Murphy ...

Serier serie Medicine (R0)
This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in ... Læs mere

793,91 kr.

This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in
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Brain-Computer Interfaces

Revolutionizing Human-Computer Interaction

Redigeret af Bernhard Graimann, Brendan Z. Allison, Gert Pfurtscheller ...

Serier serie Physics and Astronomy (R0)
A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI, ... Læs mere

466,97 kr.

A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI,
... Læs mere
Brain Informatics

International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

Redigeret af Yi Zeng, Yong He, Jeanette Hellgren Kotaleski, Maryann Martone, Bo Xu, Hanchuan Peng, Qingming Luo ...

Serier serie Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2017, held in Beijing, China, in November 2017. The 31 revised full papers were carefully reviewed and selected from 64 submissions. BI addresses the computational, cognitive, physiological, biological, physical,ecological and social perspectives of brain informatics, as well as topics related ... Læs mere

466,97 kr.

This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2017, held in Beijing, China, in November 2017. The 31 revised full papers were carefully reviewed and selected from 64 submissions. BI addresses the computational, cognitive, physiological, biological, physical,ecological and social perspectives of brain informatics, as well as topics related
... Læs mere
Healthcare Analytics

From Data to Knowledge to Healthcare Improvement

Redigeret af Hui Yang, Eva K. Lee ...

Serier serie Wiley Series in Operations Research and Management Science
Features of statistical and operational research methods and tools being used to improve the healthcare industryWith a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort ... Læs mere

981,11 kr.

Features of statistical and operational research methods and tools being used to improve the healthcare industryWith a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort
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Brain-Computer Interface Research

A State-of-the-Art Summary

Redigeret af Christoph Guger, Brendan Z. Allison, Günter Edlinger ...

Serier serie Engineering (R0)
Brain-computer interfaces (BCIs) are rapidly developing into a mainstream, worldwide research endeavor. With so many new groups and projects, it can be difficult to identify the best ones. This book summarizes ten leading projects from around the world. About 60 submissions were received in 2011 for the highly competitive BCI Research Award, and an international jury selected the top ten. This ... Læs mere

466,97 kr.

Brain-computer interfaces (BCIs) are rapidly developing into a mainstream, worldwide research endeavor. With so many new groups and projects, it can be difficult to identify the best ones. This book summarizes ten leading projects from around the world. About 60 submissions were received in 2011 for the highly competitive BCI Research Award, and an international jury selected the top ten. This
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Recent Advances In Predicting And Preventing Epileptic Seizures - Proceedings Of The 5th International Workshop On Seizure Prediction

af Ronald Tetzlaff, Klaus Lehnertz, Christian E Elger ...

This book is to improve our understanding of mechanisms leading to seizures in humans and in developing new therapeutic options. The book covers topics such as recent approaches to seizure control, recent developments in signal processing of interest for seizure prediction, ictogenesis in complex epileptic brain networks, active probing of the pre-seizure state, non-EEG based approaches to the ... Læs mere

432,96 kr.

This book is to improve our understanding of mechanisms leading to seizures in humans and in developing new therapeutic options. The book covers topics such as recent approaches to seizure control, recent developments in signal processing of interest for seizure prediction, ictogenesis in complex epileptic brain networks, active probing of the pre-seizure state, non-EEG based approaches to the
... Læs mere

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Machine Learning for Brain Disorders

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Micro-, Meso- and Macro-Connectomics of the Brain

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

Biomedical Informatics

Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics

Machine Learning in Clinical Neuroscience

Machine Learning in Radiation Oncology

Brain-Computer Interfaces

Brain Informatics

Healthcare Analytics

Brain-Computer Interface Research

Recent Advances In Predicting And Preventing Epileptic Seizures - Proceedings Of The 5th International Workshop On Seizure Prediction