Machine Learning in Clinical Neuroscience

Released on by Victor E. Staartjes
preview-18

  • Machine Learning in Clinical Neuroscience Book Detail

  • Author : Victor E. Staartjes
  • Release Date : 2021-12-03
  • Publisher : Springer Nature
  • Genre : Medical
  • Pages : 343
  • ISBN 13 : 303085292X
  • File Size : 20,20 MB
DOWNLOAD BOOK

Machine Learning in Clinical Neuroscience by Victor E. Staartjes PDF Summary

Book Description: 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 topics, the book is well-suited even for clinicians without prior machine learning experience. Authored by a wide array of experienced global machine learning groups, the book is aimed at clinicians who are interested in mastering the basics of machine learning and who wish to get started with their own machine learning research. The volume is structured in two major parts: The first uniquely introduces all major concepts in clinical machine learning from the ground up, and includes step-by-step instructions on how to correctly develop and validate clinical prediction models. It also includes methodological and conceptual foundations of other applications of machine learning in clinical neuroscience, such as applications of machine learning to neuroimaging, natural language processing, and time series analysis. The second part provides an overview of some state-of-the-art applications of these methodologies. The Machine Intelligence in Clinical Neuroscience (MICN) Laboratory at the Department of Neurosurgery of the University Hospital Zurich studies clinical applications of machine intelligence to improve patient care in clinical neuroscience. The group focuses on diagnostic, prognostic and predictive analytics that aid in decision-making by increasing objectivity and transparency to patients. Other major interests of our group members are in medical imaging, and intraoperative applications of machine vision.

Disclaimer: www.yourbookbest.com does not own Machine Learning in Clinical Neuroscience books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Machine Learning in Clinical Neuroscience

Machine Learning in Clinical Neuroscience

File Size : 95,95 MB
Total View : 5955 Views
DOWNLOAD

This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainl

Neurosurgery Oral Board Review

Neurosurgery Oral Board Review

File Size : 64,64 MB
Total View : 2783 Views
DOWNLOAD

Praise for the first edition:Valuable structure for academic preparation...well-organized, comprehensive outline from which to study...good last-minute warm-up

Neurosurgical Review

Neurosurgical Review

File Size : 37,37 MB
Total View : 8827 Views
DOWNLOAD

Robust ABNS exam prep and didactic review of the entire spectrum of neurosurgery from A to Z The American Board of Neurological Surgery oral examination has und

Robotic and Navigated Spine Surgery E-Book

Robotic and Navigated Spine Surgery E-Book

File Size : 74,74 MB
Total View : 2172 Views
DOWNLOAD

As the benefits of surgical robotic systems in spine surgery become more widely known, spine procedures that utilize these technologies are expected to greatly