Diverse Perspectives And State Of The Art Approaches To The Utilization Of Data Driven Clinical Decision Support Systems

Author : Connolly, Thomas M.,Papadopoulos, Petros,Soflano, Mario
Publisher : IGI Global
Page : 406 pages
File Size : 42,8 Mb
Release : 2022-11-11
Category : Business & Economics
ISBN : 9781668450949

Get Book

Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems by Connolly, Thomas M.,Papadopoulos, Petros,Soflano, Mario Pdf

The medical domain is home to many critical challenges that stand to be overcome with the use of data-driven clinical decision support systems (CDSS), and there is a growing set of examples of automated diagnosis, prognosis, drug design, and testing. However, the current state of AI in medicine has been summarized as “high on promise and relatively low on data and proof.” If such problems can be addressed, a data-driven approach will be very important to the future of CDSSs as it simplifies the knowledge acquisition and maintenance process, a process that is time-consuming and requires considerable human effort. Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems critically reflects on the challenges that data-driven CDSSs must address to become mainstream healthcare systems rather than a small set of exemplars of what might be possible. It further identifies evidence-based, successful data-driven CDSSs. Covering topics such as automated planning, diagnostic systems, and explainable artificial intelligence, this premier reference source is an excellent resource for medical professionals, healthcare administrators, IT managers, pharmacists, students and faculty of higher education, librarians, researchers, and academicians.

Author : Hussain, Shaik Asif,Babu Jyothi, J. Chinna,Albassam, Nizar
Publisher : IGI Global
Page : 170 pages
File Size : 47,7 Mb
Release : 2023-08-25
Category : Medical
ISBN : 9781668448762

Get Book

Wearable and Implantable Electrocardiography for Early Detection of Cardiovascular Diseases by Hussain, Shaik Asif,Babu Jyothi, J. Chinna,Albassam, Nizar Pdf

The field of cardiovascular research and monitoring faces a critical challenge in the early detection of cardiovascular diseases due to limitations in existing monitoring methods. These methods lack accuracy, power efficiency, and compactness, creating a gap in effective intervention and patient outcomes. This pressing problem necessitates advanced solutions that can enhance the capabilities of wearable and implantable electrocardiography (ECG) sensors for accurate and timely detection of conditions like cardiac arrhythmia and heart failure. Wearable and Implantable Electrocardiography for Early Detection of Cardiovascular Diseases presents a comprehensive solution to address these challenges. Written by esteemed scholars with experience in academia and research, this groundbreaking book introduces innovative approaches to enhance ECG sensors. It introduces a novel low-noise and low-power capacitive feedback amplifier based on a current-reused operational transconductance amplifier (OTA), incorporating digitalization techniques and threshold converters to enable the accurate extraction of vital data points. The book emphasizes reduced power consumption and circuit size to ensure energy-efficient and compact monitoring solutions. Targeting academic scholars, researchers, and professionals in the field, this essential resource covers a wide range of topics and equips readers with valuable insights and innovative solutions to overcome existing limitations. By utilizing the knowledge and tools shared in this book, scholars and professionals can drive advancements in the early detection and management of cardiovascular diseases, improving patient care and outcomes.

Author : Khang, Alex
Publisher : IGI Global
Page : 585 pages
File Size : 53,7 Mb
Release : 2023-10-18
Category : Medical
ISBN : 9798369308776

Get Book

AI and IoT-Based Technologies for Precision Medicine by Khang, Alex Pdf

In the post-COVID-19 healthcare landscape, the demand for smart healthcare solutions and precision medicine systems has grown significantly. To address these challenges, the book AI and IoT-Based Technologies for Precision Medicine provides a comprehensive resource for doctors, researchers, engineers, and students. By leveraging AI and IoT technologies, the book equips healthcare professionals with advanced tools and methodologies for predictive disease analysis, informed decision-making, and other aspects of precision medicine. This resource bridges the gap between theory and practice, exploring concepts like machine learning, deep learning, computer vision, AI-integrated applications, IoT-based technologies, healthcare data analytics, and biotechnology applications. Through this, the book empowers healthcare practitioners to pioneer innovative solutions that enhance efficiency, accuracy, and security in medical practices. AI and IoT-Based Technologies for Precision Medicine not only offer insights into the potential of AI-powered applications and IoT-equipped techniques in smart healthcare but also foster collaboration among healthcare scholars and professionals. This authoritative guide encourages knowledge sharing and collaboration to harness the transformative potential of AI and IoT, leading to revolutionary advancements in medical practices and healthcare services. With this book as a guide, readers can navigate the evolving landscape of high-tech medicine, taking confident steps toward a cutting-edge and precise medical ecosystem.

Author : Khan, Rijwan,Kumar, Indrajeet
Publisher : IGI Global
Page : 403 pages
File Size : 54,7 Mb
Release : 2023-02-20
Category : Computers
ISBN : 9781668469583

Get Book

Advancements in Bio-Medical Image Processing and Authentication in Telemedicine by Khan, Rijwan,Kumar, Indrajeet Pdf

As technology continues to develop, the healthcare industry must adapt and implement new technologies and services. Recent advancements, opportunities, and challenges for bio-medical image processing and authentication in telemedicine must be considered to ensure patients receive the best possible care. Advancements in Bio-Medical Image Processing and Authentication in Telemedicine introduces recent advancements, opportunities, and challenges for bio-medical image processing and authentication in telemedicine and discusses the design of high-accuracy decision support systems. Covering key topics such as artificial intelligence, medical imaging, telemedicine, and technology, this premier reference source is ideal for medical professionals, nurses, policymakers, researchers, scholars, academicians, practitioners, instructors, and students.

Author : Pieter Kubben,Michel Dumontier,Andre Dekker
Publisher : Springer
Page : 219 pages
File Size : 53,8 Mb
Release : 2018-12-21
Category : Medical
ISBN : 9783319997131

Get Book

Fundamentals of Clinical Data Science by Pieter Kubben,Michel Dumontier,Andre Dekker Pdf

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.

Author : Mowafa Househ,Elizabeth Borycki,Andre Kushniruk
Publisher : Springer Nature
Page : 198 pages
File Size : 47,5 Mb
Release : 2021-08-05
Category : Technology & Engineering
ISBN : 9783030673031

Get Book

Multiple Perspectives on Artificial Intelligence in Healthcare by Mowafa Househ,Elizabeth Borycki,Andre Kushniruk Pdf

This book offers a comprehensive yet concise overview of the challenges and opportunities presented by the use of artificial intelligence in healthcare. It does so by approaching the topic from multiple perspectives, e.g. the nursing, consumer, medical practitioner, healthcare manager, and data analyst perspective. It covers human factors research, discusses patient safety issues, and addresses ethical challenges, as well as important policy issues. By reporting on cutting-edge research and hands-on experience, the book offers an insightful reference guide for health information technology professionals, healthcare managers, healthcare practitioners, and patients alike, aiding them in their decision-making processes. It will also benefit students and researchers whose work involves artificial intelligence-related research issues in healthcare.

Author : Nilanjan Dey
Publisher : Springer Nature
Page : 238 pages
File Size : 45,5 Mb
Release : 2022-10-27
Category : Technology & Engineering
ISBN : 9789811951848

Get Book

Data-Driven Approach for Bio-medical and Healthcare by Nilanjan Dey Pdf

The book presents current research advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.

Author : Jason Papathanasiou,Nikolaos Ploskas,Isabelle Linden
Publisher : Springer
Page : 327 pages
File Size : 42,7 Mb
Release : 2016-12-19
Category : Computers
ISBN : 9783319439167

Get Book

Real-World Decision Support Systems by Jason Papathanasiou,Nikolaos Ploskas,Isabelle Linden Pdf

This book presents real-world decision support systems, i.e., systems that have been running for some time and as such have been tested in real environments and complex situations; the cases are from various application domains and highlight the best practices in each stage of the system’s life cycle, from the initial requirements analysis and design phases to the final stages of the project. Each chapter provides decision-makers with recommendations and insights into lessons learned so that failures can be avoided and successes repeated. For this reason unsuccessful cases, which at some point of their life cycle were deemed as failures for one reason or another, are also included. All decision support systems are presented in a constructive, coherent and deductive manner to enhance the learning effect. It complements the many works that focus on theoretical aspects or individual module design and development by offering ‘good’ and ‘bad’ practices when developing and using decision support systems. Combining high-quality research with real-world implementations, it is of interest to researchers and professionals in industry alike.

Author : Paul Leeson,Shane Nanayakkara,Pablo Lamata
Publisher : Frontiers Media SA
Page : 216 pages
File Size : 43,9 Mb
Release : 2022-08-08
Category : Medical
ISBN : 9782889767359

Get Book

Translating Artificial Intelligence Into Clinical Use Within Cardiology by Paul Leeson,Shane Nanayakkara,Pablo Lamata Pdf

Author : Robert Greenes,Guilherme Del Fiol
Publisher : Academic Press
Page : 880 pages
File Size : 50,7 Mb
Release : 2023-02-10
Category : Computers
ISBN : 9780323995771

Get Book

Clinical Decision Support and Beyond by Robert Greenes,Guilherme Del Fiol Pdf

Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare, now in its third edition, discusses the underpinnings of effective, reliable, and easy-to-use clinical decision support systems at the point of care as a productive way of managing the flood of data, knowledge, and misinformation when providing patient care. Incorporating CDS into electronic health record systems has been underway for decades; however its complexities, costs, and user resistance have lagged its potential. Thus it is of utmost importance to understand the process in detail, to take full advantage of its capabilities. The book expands and updates the content of the previous edition, and discusses topics such as integration of CDS into workflow, context-driven anticipation of needs for CDS, new forms of CDS derived from data analytics, precision medicine, population health, integration of personal monitoring, and patient-facing CDS. In addition, it discusses population health management, public health CDS and CDS to help reduce health disparities. It is a valuable resource for clinicians, practitioners, students and members of medical and biomedical fields who are interested to learn more about the potential of clinical decision support to improve health and wellness and the quality of health care. Presents an overview and details of the current state of the art and usefulness of clinical decision support, and how to utilize these capabilities Explores the technological underpinnings for developing, managing, and sharing knowledge resources and deploying them as CDS or for other uses Discusses the current drivers and opportunities that are expanding the prospects for use of knowledge to enhance health and healthcare

Author : Anonim
Publisher : Academic Press
Page : 1571 pages
File Size : 54,6 Mb
Release : 2020-08-24
Category : Science
ISBN : 9780128160787

Get Book

Systems Medicine by Anonim Pdf

Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, integrate, visualize and analyze heterogeneous and large-scale data sets are needed to develop new approaches for diagnosis, prognosis and therapy. Systems Medicine: Integrative, Qualitative and Computational Approaches is an innovative, interdisciplinary and integrative approach that extends the concept of systems biology and the unprecedented insights that computational methods and mathematical modeling offer of the interactions and network behavior of complex biological systems, to novel clinically relevant applications for the design of more successful prognostic, diagnostic and therapeutic approaches. This 3 volume work features 132 entries from renowned experts in the fields and covers the tools, methods, algorithms and data analysis workflows used for integrating and analyzing multi-dimensional data routinely generated in clinical settings with the aim of providing medical practitioners with robust clinical decision support systems. Importantly the work delves into the applications of systems medicine in areas such as tumor systems biology, metabolic and cardiovascular diseases as well as immunology and infectious diseases amongst others. This is a fundamental resource for biomedical students and researchers as well as medical practitioners who need to need to adopt advances in computational tools and methods into the clinical practice. Encyclopedic coverage: ‘one-stop’ resource for access to information written by world-leading scholars in the field of Systems Biology and Systems Medicine, with easy cross-referencing of related articles to promote understanding and further research Authoritative: the whole work is authored and edited by recognized experts in the field, with a range of different expertise, ensuring a high quality standard Digitally innovative: Hyperlinked references and further readings, cross-references and diagrams/images will allow readers to easily navigate a wealth of information

Author : Anonim
Publisher : Unknown
Page : 1828 pages
File Size : 47,6 Mb
Release : 2000
Category : Medicine
ISBN : OSU:32436010864997

Get Book

Cumulated Index Medicus by Anonim Pdf

Author : R. Röhrig,H. Binder,H.-U. Prokosch
Publisher : IOS Press
Page : 330 pages
File Size : 45,7 Mb
Release : 2019-09-25
Category : Medical
ISBN : 9781643680170

Get Book

German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine by R. Röhrig,H. Binder,H.-U. Prokosch Pdf

Healthcare systems have been in a state of flux for a number of years now due to increasing digitalization. Medicine itself is also facing new challenges, and how to maximize the possibilities of artificial intelligence, whether digitalization can help to strengthen patient orientation, and dealing with the issue of data quality and completeness are all issues which require attention, creativity and research. This book presents the proceedings of the 64th annual conference of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS 2019), held in Dortmund, Germany, from 8 - 11 September 2019. The theme of this year’s conference is Shaping Change – Creative Solutions for Innovative Medicine, and the papers presented here focus on active participation in shaping change while ensuring that good scientific practice, evidence and regulation are not lost as a result of innovation. The book is divided into 8 sections: biostatistics; healthcare IT; interoperability - standards, classification, terminology; knowledge engineering and decision support; medical bioinformatics and systems biology; patient centered care; research infrastructure; and sociotechnical systems / usability and evaluation of healthcare IT. The book will be of interest to all those facing the challenges posed by the ongoing revolution in medicine and healthcare.

Author : Hans-Dieter Volk,Annelise Bennaceur Griscelli,Manuela Battaglia,Nuno M. Neves
Publisher : Frontiers Media SA
Page : 178 pages
File Size : 51,8 Mb
Release : 2022-11-30
Category : Medical
ISBN : 9782832507803

Get Book

Bringing Advanced Therapy Medicinal Products (ATMPs) to the Clinic and Beyond: How to Ensure the Sustainable and Affordable Introduction of ATMPs Into Healthcare by Hans-Dieter Volk,Annelise Bennaceur Griscelli,Manuela Battaglia,Nuno M. Neves Pdf

Author : Dean F. Sittig
Publisher : CRC Press
Page : 420 pages
File Size : 47,9 Mb
Release : 2013-11-25
Category : Business & Economics
ISBN : 9781482231557

Get Book

Electronic Health Records by Dean F. Sittig Pdf

This book provides an overview of the challenges in electronic health records (EHR) design and implementation along with an introduction to the best practices that have been identified over the past several years. The book examines concerns surrounding EHR use and proposes eight examples of proper EHR use. It discusses the complex strategic planning that accompanies the systemic organizational changes associated with EHR programs and highlights key lessons learned regarding health information—including technology errors and risk management concerns.