Download or read book A Neural Network Based Risk Stratification Model for Predicting Stroke and Thromboembolism in Atrial Fibrillation written by Praneet Mylavarapu and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Atrial fibrillation (AFib) is associated with a significant risk of thromboembolism and stroke, but this risk is not distributed homogeneously. Various risk factors have been identified and aggregated into risk stratification scores. The goal of these risk scores has been to guide anticoagulation therapy. Given the risk of stroke if left undertreated, and significant risk of critical bleed if unnecessarily anticoagulated, it is imperative to accurately determine stroke risk in patients with AFib. While the CHADS2Vasc score better identifies very low risk patients compared to CHADS2, neither system is particularly accurate in predicting stroke risk (c-stat 0.647 and 0.637 respectively). The strength of ANNs is in their ability to reliably identify patterns that may not be intuitive at first glance when designing rigid models. Since current prognostic models for stroke risk in AFib rely on poorly fit logistic regression of cohort data, and randomized clinical trials are infeasible given standard of care, using an ANN to further optimize stroke risk stratification in patients with AFib may be our best opportunity to improve clinical decision making
Download or read book Device Based Arrhythmia Monitoring An Issue of Cardiac Electrophysiology Clinics written by Suneet Mittal and published by Elsevier Health Sciences. This book was released on 2021-07-30 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Cardiac Electrophysiology Clinics, Guest Edited by Drs. Suneet Mittal and David Slotwiner,, is dedicated to Device-Based Arrhythmia Monitoring. This is one of four issues selected each year by the series Consulting Editors, Ranjan K. Thakur and Andrea Natale. Topics include, but are not limited to: Implantable loop recorders, Permanent pacemakers and implantable cardioverter defibrillators, Heart failure monitoring, Remote programming and cybersecurity concerns, Models for remote monitoring, Data management and integration with EMR systems, Screening for atrial fibrillation and The role of artificial intelligence in arrhythmia monitoring.
Download or read book MEDINFO 2017 Precision Healthcare Through Informatics written by A.V. Gundlapalli and published by IOS Press. This book was released on 2018-01-31 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical informatics is a field which continues to evolve with developments and improvements in foundational methods, applications, and technology, constantly offering opportunities for supporting the customization of healthcare to individual patients. This book presents the proceedings of the 16th World Congress of Medical and Health Informatics (MedInfo2017), held in Hangzhou, China, in August 2017, which also marked the 50th anniversary of the International Medical Informatics Association (IMIA). The central theme of MedInfo2017 was "Precision Healthcare through Informatics", and the scientific program was divided into five tracks: connected and digital health; human data science; human, organizational, and social aspects; knowledge management and quality; and safety and patient outcomes. The 249 accepted papers and 168 posters included here span the breadth and depth of sub-disciplines in biomedical and health informatics, such as clinical informatics; nursing informatics; consumer health informatics; public health informatics; human factors in healthcare; bioinformatics; translational informatics; quality and safety; research at the intersection of biomedical and health informatics; and precision medicine. The book will be of interest to all those who wish to keep pace with advances in the science, education, and practice of biomedical and health informatics worldwide.
Download or read book Innovative Treatment Strategies for Clinical Electrophysiology written by Tomasz Jadczyk and published by Springer Nature. This book was released on 2022-12-06 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the advancements in different fields of clinical electrophysiology and gives the reader a good background of the established practices. To tackle such a wide topic, the book focuses on two main aspects: ablation and pacing, discussing the novel energy sources and approaches to rhythm restoration and control; devices and signal processing, highlighting the new available technologies and numerical approaches aiding practice and home medicine. It also presents the reader with selected strategies that could be a paradigm shifts for the field: in situ cell reprogramming, exploiting the newly founded achievements in epigenetic modification of somatic cells; artificial intelligence; cardiac digital twinning, which aims to collect the information from imaging, mechanics and electrophysiology and condense it into a patient-specific model for personalized treatment.
Download or read book Accelerated Path to Cures written by Josep Bassaganya-Riera and published by Springer. This book was released on 2018-04-25 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accelerated Path to Cures provides a transformative perspective on the power of combining advanced computational technologies, modeling, bioinformatics and machine learning approaches with nonclinical and clinical experimentation to accelerate drug development. This book discusses the application of advanced modeling technologies, from target identification and validation to nonclinical studies in animals to Phase 1-3 human clinical trials and post-approval monitoring, as alternative models of drug development. As a case of successful integration of computational modeling and drug development, we discuss the development of oral small molecule therapeutics for inflammatory bowel disease, from the application of docking studies to screening new chemical entities to the development of next-generation in silico human clinical trials from large-scale clinical data. Additionally, this book illustrates how modeling techniques, machine learning, and informatics can be utilized effectively at each stage of drug development to advance the progress towards predictive, preventive, personalized, precision medicine, and thus provide a successful framework for Path to Cures.
Download or read book Falls in Older Adults Prevention and Risk Evaluation written by Tzvi Dwolatzky and published by Frontiers Media SA. This book was released on 2023-10-16 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Falls are a major health challenge and represent the leading cause of accidental death in older adults. It is essential to identify those factors associated with an increased risk for falls and to develop specific programs for fall prevention. The risk of falling can be assessed in older adults using different parameters, including biological, psychosocial, socioeconomic, behavioral, and environmental factors. For example, the risk of falls increases when vision is impaired, when sleep quality is poor, or when mood is depressed. Moreover, physical parameters, such as changes in body mass and blood pressure are risk factors for falls in older adults.
Download or read book Clinical Guide to Cardiac Autonomic Tests written by M. Malik and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following systematic development of technical aspects and physiological understanding, and clinical applicability of cardiac autonomic testing, this book provides a detailed guide to performing individual autonomic tests in both research and clinical settings. The book is structured in three parts covering the physiological background of cardiac autonomic regulations, description of technology and interpretation of individual autonomic tests, and applicability of the individual tests under various clinical circumstances and in defined populations of patients. The book is intended to serve both research and clinical cardiologists as well as research and clinical specialists of other medical fields who use the assessment of cardiac modulations to investigate the autonomic nervous system.
Download or read book Diagnosis and Management of Hypertrophic Cardiomyopathy written by Barry J. Maron and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diagnosis and Management of Hypertrophic Cardiomyopathy is aunique, multi-authored compendium of information regarding thecomplexities of clinical and genetic diagnosis, natural history,and management of hypertrophic cardiomyopathy (HCM)—the mostcommon and important of the genetic cardiovasculardiseases—as well as related issues impacting the health oftrained athletes. Edited by Dr. Barry J. Maron, a world authority on HCM, and withmajor contributions from all of the international experts in thisfield, this book provides a single comprehensive source ofinformation concerning HCM. Recent advances in the field arediscussed, including the importance of left ventricular outflowtract obstruction, the use of implantable defibrillators for theprevention of sudden death in young people, definition of thegenetic basis for HCM and its role in clinical diagnosis and riskstratification, the development of more precise strategies forassessing the level of risk for sudden death among all patientswith HCM, and the evolution of invasive interventions for heartfailure symptoms, such as surgical management and its alternatives(alcohol septal ablation and dual-chamber pacing). Key Features: Contributions from all experts in the field,representing diverse viewpoints regarding this heterogeneousdisease and related issues in athletes Information to dispel misunderstandings regarding issuesassociated with HCM and cardiovascular disease in athletes The only comprehensive source of information available on thetopic
Download or read book Precision Medicine in Stroke written by Ana Catarina Fonseca and published by Springer. This book was released on 2022-05-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive coverage of the state of the art in precision medicine in stroke. It starts by explaining and giving general information about precision medicine. Current applications in different strokes types (ischemic, haemorrhagic) are presented from diagnosis to treatment. In addition, ongoing research in the field (early stroke diagnosis and estimation of prognosis) is extensively discussed. The final part provides an in-depth discussion of how different interdisciplinary areas like artificial intelligence, molecular biology and genetics are contributing to this area. Precision Medicine in Stroke provides a practical approach to each chapter, reinforcing clinical applications and presenting clinical cases. This book is intended for all clinicians that interact with stroke patients (neurologists, internal medicine doctors, general practitioners, neurosurgeons), students and basic researchers.
Download or read book Textbook of Stroke Medicine written by Michael Brainin and published by Cambridge University Press. This book was released on 2014-09-11 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully revised throughout, the new edition of this concise textbook is aimed at doctors preparing to specialize in stroke care.
Download or read book Transient Ischemic Attack and Stroke written by Sarah T. Pendlebury and published by Cambridge University Press. This book was released on 2009-02-19 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accessible handbook covering the investigation, diagnosis and management of transient ischemic attacks and minor strokes.
Download or read book The Stroke Book written by Michel T. Torbey and published by Cambridge University Press. This book was released on 2013-07-18 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential companion for busy professionals seeking to navigate stroke-related clinical situations successfully and make quick informed treatment decisions.
Download or read book Prognosis Research in Healthcare written by Richard D. Riley and published by Oxford University Press. This book was released on 2019-01-17 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: "What is going to happen to me?" Most patients ask this question during a clinical encounter with a health professional. As well as learning what problem they have (diagnosis) and what needs to be done about it (treatment), patients want to know about their future health and wellbeing (prognosis). Prognosis research can provide answers to this question and satisfy the need for individuals to understand the possible outcomes of their condition, with and without treatment. Central to modern medical practise, the topic of prognosis is the basis of decision making in healthcare and policy development. It translates basic and clinical science into practical care for patients and populations. Prognosis Research in Healthcare: Concepts, Methods and Impact provides a comprehensive overview of the field of prognosis and prognosis research and gives a global perspective on how prognosis research and prognostic information can improve the outcomes of healthcare. It details how to design, carry out, analyse and report prognosis studies, and how prognostic information can be the basis for tailored, personalised healthcare. In particular, the book discusses how information about the characteristics of people, their health, and environment can be used to predict an individual's future health. Prognosis Research in Healthcare: Concepts, Methods and Impact, addresses all types of prognosis research and provides a practical step-by-step guide to undertaking and interpreting prognosis research studies, ideal for medical students, health researchers, healthcare professionals and methodologists, as well as for guideline and policy makers in healthcare wishing to learn more about the field of prognosis.
Download or read book Non Vitamin K Antagonist Oral Anticoagulants written by Eduard Shantsila and published by Springer. This book was released on 2015-12-21 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an essential guide to the medical treatment of thrombosis and presents core principles of anticoagulant therapeutics as well as drug recommendations. Written by recognized experts in the field, this concise, accessible handbook provides a unique and valuable resource in the cardiovascular field, both for those currently in training, and for those already in clinical or research practice.
Download or read book The ESC Textbook of Cardiovascular Medicine written by A. John Camm and published by . This book was released on 2019 with total page 3198 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Primer on Cerebrovascular Diseases written by K. Michael Welch and published by Academic Press. This book was released on 1997-04-24 with total page 855 pages. Available in PDF, EPUB and Kindle. Book excerpt: Primer on Cerebrovascular Diseases is a handy reference source for scientists, students, and physicians needing reliable, up-to-date information on basic mechanisms, physiology, pathophysiology, and medical issues related to brain vasculature. The book consists of short, specific chapters written by international experts on cerebral vasculature, and presents the information in a comprehensive and easily accessible manner. The book also contains valuable information on practical applications of basic research. Presents topics in a comprehensive and accessible format Written by international authorities on cerebral vasculature Provides practical applications for researchers
Download or read book Introduction to Biostatistics written by ROBERT R. SOKAL and published by Dover Publications. This book was released on 2013-12-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suitable for undergraduates with a minimal background in mathematics, this introduction ranges from descriptive statistics to fundamental distributions and the testing of hypotheses. Includes numerous worked-out problems and examples. 1987 edition.
