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Fundamentals of Clinical Data Science
This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
Computational Intelligence Methods for Bioinformatics and Biostatistics
This book constitutes revised selected papers from the 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019, which was held in Bergamo, Italy, during September 4-6, 2019. The 28 full papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are grouped in topical sections as follows: Computational Intelligence Methods for Bioinformatics and Biostatistics; Algebraic and Computational Methods for the Study of RNA Behaviour; Intelligence methods for molecular characterization medicine; Machine Learning in Healthcare Informatics and Medical Biology; Modeling and Simulation Methods for Computational Biology and Systems Medicine.
Learning Deep Brain Stimulation Management through Clinical Cases
Learning Deep Brain Stimulation Management through Clinical Cases reviews the clinical practice of applying deep brain stimulation (DBS) to patients with movement disorders. The book explores the cardinal aspects of applying DBS in diverse movement disorders based on patient's needs. Every case answers all questions, providing case descriptions and step-by-step procedures for optimal replication. Every chapter includes a clinical decision support system (CDSS) depicted in flowcharts that can be used for reference. Deep Brain Stimulation (DBS) uses electrical stimulation to regulate electrical signals in neural circuits to and from identified areas in the brain to improve movement symptoms. T...
Using Computer Science in Health Care Careers
Smartphone apps can monitor your health. Three-D printing can make a prosthetic hand. Robotic exoskeletons allow paraplegics to stand and walk independently. Technology is transforming the world of healthcare. For those interested in pursuing a career in this field, coding and programming skills can open the doors to cutting-edge and high-paying opportunities. This book not only gives an overview of healthcare jobs that depend on computer science skills, but also provides information on the education and training needed to secure work that is challenging, innovative, and helping people lead better lives.
The Clinical and Ethical Practice of Neuromodulation – Deep Brain Stimulation and Beyond
Neuromodulation is among the fastest-growing areas of medicine, involving many diverse specialties and affecting hundreds of thousands of patients with numerous disorders worldwide. It can briefly be described as the science of how electrical, chemical, and mechanical interventions can modulate the nervous system function. A prominent example of neuromodulation is deep brain stimulation (DBS), an intervention that reflects a fundamental shift in the understanding of neurological and psychiatric diseases: namely as resulting from a dysfunctional activity pattern in a defined neuronal network that can be normalized by targeted stimulation. The application of DBS has grown remarkably and more than 130,000 patients worldwide have obtained a DBS intervention in the past 30 years—most of them for treating movement disorders. This Frontiers Research Topics provides an overview on the current discussion beyond basic research in DBS and other brain stimulation technologies. Researchers from various disciplines, who are working on broader clinical, ethical and social issues related to DBS and related neuromodulation technologies, have contributed to this research topic.
Evidence for Neurosurgery
This book covers spinal, cranial and peripheral nerve surgeries. Each chapter has a uniform format for ease of reading, including a description of the problem, a literature summary and analysis, and conclusions made using evidence-based medicine (including the GRADE method). The scientific evidence for a selection of neurosurgical procedures for well-known pathologic entities is thoroughly summarized and analysed in order to provide an overview of the efficacy and effectiveness of procedures in relation to the target patient population. Evidence for Neurosurgery: Effective Procedures & Treatment is aimed at a professional audience of junior and consultant neurosurgeons, researchers in the area, and policy makers.
Fundamentals and Clinics of Deep Brain Stimulation
This book provides a state-of-the-art overview of our current understanding of deep brain stimulation (DBS) for the treatment of neurological and psychiatric disorders. With a broad multidisciplinary scope, it presents contributions from leading experts in the field from Europe and America, who share not only their knowledge, but their experience as well. The book focuses both on basic and theoretical aspects of DBS, as well as clinical and practical aspects. It follows an evidence-based approach, and where possible offers clinical recommendations based on published guidelines. It starts with a general section, which discusses basic principles and general considerations. This is followed a sections dedicated to neurological disorders, and psychiatric disorders, in which only accepted indications are discussed. All experimental indications are discussed in the final chapter. The text is supplemented with numerous illustrations. Intended for medical specialists and residents involved in the treatment of patients with DBS, it also appeals to other professionals working with DBS patients, such as psychologists, nurses, physiotherapists, as well as basic and clinical neuroscientists.
Electrocorticographic Brain-Computer Interfaces
Topic Editor Christoph Guger is the CEO of Guger Technologies. All other topic editors declare no competing interests with regards to the Research Topic subject.
Intracranial EEG
This book offers the first, comprehensive guide to planning and conducting intracranial EEG studies, and analyzing intracranial EEG data. The chapters address core questions in the field of intracranial EEG research. They are written by internationally recognized experts in the domain of intracranial EEG and acknowledge the heterogeneity of approaches in this field. The particular format of the book allows readers to find clear guidelines, hands-on expertise and invaluable background information for planning and conducting state-of-the-art intracranial EEG research projects. Besides offering a reference guide to newcomers in the field, it also provides scholarly information for the more expe...
Foundations of Health Information Engineering and Systems
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Symposium on Foundations of Health Information Engineering and Systems, FHIES 2012, held in Paris, France, in August 2012. The 11 revised full papers presented together with 3 short papers in this volume were carefully reviewed and selected from 26 submissions. Topics of interest covered in this volume are such as software engineering; systems engineering; data engineering; applied mathematics; and psychology.
