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Combining and integrating cross-institutional data remains a challenge for both researchers and those involved in patient care. Patient-generated data can contribute precious information to healthcare professionals by enabling monitoring under normal life conditions and also helping patients play a more active role in their own care. This book presents the proceedings of MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, held in Lyon, France, from 25 to 30 August 2019. The theme of this year’s conference was ‘Health and Wellbeing: E-Networks for All’, stressing the increasing importance of networks in healthcare on the one hand, and the patient-centered perspective on the other. Over 1100 manuscripts were submitted to the conference and, after a thorough review process by at least three reviewers and assessment by a scientific program committee member, 285 papers and 296 posters were accepted, together with 47 podium abstracts, 7 demonstrations, 45 panels, 21 workshops and 9 tutorials. All accepted paper and poster contributions are included in these proceedings. The papers are grouped under four thematic tracks: interpreting health and biomedical data, supporting care delivery, enabling precision medicine and public health, and the human element in medical informatics. The posters are divided into the same four groups. The book presents an overview of state-of-the-art informatics projects from multiple regions of the world; it will be of interest to anyone working in the field of medical informatics.
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.
This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and solutions of using advanced techniques like wearable technologies and image processing in the sector. Features: Focuses on the use of artificial intelligence (AI) in healthcare with issues, applications, and prospects Presents the application of artificial intelligence in medical imaging, fractionalization of early lung tumour detection using a low intricacy approach, etc Discusses an artificial intelligence perspective on wearable technology Analyses cardiac dynamics and assessment of arrhythmia by classifying heartbeat using electrocardiogram (ECG) Elaborates machine learning models for early diagnosis of depressive mental affliction This book serves as a reference for students and researchers analyzing healthcare data. It can also be used by graduate and post graduate students as an elective course.
Digital technology has become integral in the fields of health and care, and a number of recent reports have stressed the importance of equipping health and care staff with the skills and knowledge they need to use such technology effectively. Numerous failures of digital projects in the health and care sectors have demonstrated that simply relocating IT generalists into these specialist fields is not a guaranteed formula for success; the unique complexities of the typically under-resourced legacy infrastructures of health and care create challenges that demand specific education and training. This book presents the proceedings of the European Federation for Medical Informatics (EFMI) 2022 Special Topic Conference (STC), held in Cardiff, Wales, on 7-8 September 2022. The theme of STC 2022 was Digital Professionalism in Health and Care: Developing the Workforce, Building the Future, which emphasized the vital need for professional education, training and continuing development of the health and care informatics workforce. The 30 full papers and 5 posters in this book cover a broad range of topics and methods in informatics education and training, and include a small selection from the wider sub-domains of biomedical informatics. Providing a valuable overview of current methods and training, the book will be of interest to a wide range of professionals working in healthcare today, especially those involved in equipping the workforce with the skills they will need for the digital future.
This book clarifies consumer and personal health informatics and their relevance to precision medicine and healthcare applications. Personal Health Informatics covers a broad definition of this emerging field, with individuals not simply consuming health but as active participants, researchers and designers in the healthcare ecosystem. The world of health informatics is constantly changing given the ever-increasing variety and volume of health data, care delivery models that shift from fee-for-service to value-based care, new entrants in the ecosystem and the evolving regulatory decision landscape. These changes have increased the importance of the role of patients in research studies for understanding work processes and activities, and the design and implementation of health information systems. Therefore, personal health informatics now provide research tools and protocols to engage within individual contexts when developing solutions, which can improve clinical practice, patient engagement and public health. Personal Health Informatics offers a snapshot of this emerging field, supported by the methodological, practical, legal and ethical perspectives of researchers and practitioners. In addition to being a research reader, this book provides pragmatic insights for practitioners in designing, implementing and evaluating personal health informatics in healthcare settings. It represents an excellent reader for students in all clinical disciplines and biomedical and health informatics to learn from the case studies provided in this emerging field.
The digital transformation of healthcare delivery remains a work in progress, and contextual variation continues to be one of the barriers to the development of sustainable health information technology. Context-sensitive health informatics concerns health information technologies and their environments, which may be people such as patients, users, designers and evaluators, but also non-human constructs such as organizations, work practices, guidelines and protocols, or buildings and markets. This book presents papers from CSHI 2019, the international conference on Context Sensitive Health Informatics, held in Lille, France, on 23 and 24 August 2019. The subtitle of the conference was Sustainability in Dynamic Ecosystems, and the thirty papers included here are divided into six sections: understanding organizational contexts; towards sustainable EHR; different contexts for medication errors and patient safety; methods and models to study contexts for health information systems; citizens in health contexts; and designing and evaluating in contexts. Two keynote speeches from the conference are also included. With its focus on context sensitivity and sustainability in digital healthcare, the book will be of interest to all those working in the field of health informatics.
​This book constitutes the refereed proceedings of the International Conference on Privacy in Statistical Databases, PSD 2022, held in Paris, France, during September 21-23, 2022. The 25 papers presented in this volume were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: Privacy models; tabular data; disclosure risk assessment and record linkage; privacy-preserving protocols; unstructured and mobility data; synthetic data; machine learning and privacy; and case studies.
In this issue of Anesthesiology Clinics, guest editors Drs. Matthew M. McEvoy and James Abernathy III bring their considerable expertise to the topic of Perioperative Safety Culture. Safety culture is the product of individual and group values, attitudes, perceptions, competencies, and patterns of behavior that determine an organization's health and safety management. In this issue, top experts discuss topics such as patient safety and clinician wellness; handoffs and In-hospital care transitions; team dynamics in the operating room: how is team performance optimized?; anesthesiology operating room medication delivery; OR design: state-of-the-art design concepts to help mitigate errors and improve safety; and more. - Contains 16 practice-oriented topics including perioperative safety culture: principles, practices, and pragmatic approaches; what do we know about the system and what are the best practices to stop errors in healthcare; coaching to improve performance; systems of care delivery and optimization in the preoperative arena, operating room, ICU, and postoperative care wards; and more. - Provides in-depth clinical reviews on perioperative safety culture, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
The lack of comprehensive, innovative insights into the intricate world of pregnancy complication prediction is a pressing concern, as these complications can severely impact the health and wellbeing of pregnant patients. As the complexities of maternal healthcare continue to evolve, scholars grapple with the challenge of staying at the forefront of research and innovation in this critical field. The unpredictability of pregnancy complications poses significant risks to positive patient outcomes, demanding novel approaches to diagnosis and prevention. The academic community seeks a solution that can bridge the gap between traditional research and the transformative potential of technological advancements in healthcare. Technological Tools for Predicting Pregnancy Complications not only identify the problem but offer an authoritative solution. It serves as a beacon of knowledge for academic scholars, providing a holistic exploration of how Artificial Intelligence (AI) and Machine Learning (ML) technologies can revolutionize maternal healthcare. With a laser focus on predictive models, comprehensive health data analysis, and innovative algorithmic approaches, this book equips scholars with the tools they need to navigate the ever-evolving landscape of pregnancy complications. Academic scholars will find a treasure trove of insights, spanning from the fundamentals of AI and ML in healthcare to the application of IoT devices and wearable sensors for expectant mothers.
Digital developments have resulted in many changes in the way healthcare is conceived and delivered. This has brought challenges, but has also created opportunities to shape healthcare, and has made the management and evaluation of systems and innovations, together with the education of healthcare practitioners, essential at all levels. This book presents the proceedings of HIC 2019, the annual Australian national conference for Health Informatics, held in Melbourne, Australia, from 12 – 14 August 2019. The conference provides the ideal environment for clinicians, researchers, health IT professionals, industry and consumers to gather and share their knowledge, to drive innovative thinking, enhance services, improve data-driven decision making, and allow greater consumer involvement. The conference focused on ten themes that underpin a fully digital healthcare sector: analytics and the learning health system; clinical informatics; digital health workforce development; health policy, ethics and business models; informatics in health professional education; innovations, informaticians and digital health entrepreneurship; integrated and connected care; interoperability and informatics infrastructure; participatory medicine and consumer informatics; and system implementations and digital hospitals. The 29 papers selected for inclusion here reflect these themes, highlighting the research and technological innovations that are supporting the digital transformation of the healthcare sector. The book includes examples of important new developments in the field of health informatics, and emphasizes the central role that digital health plays in current and future healthcare organizations everywhere. It will be of interest to all those involved in the field of healthcare.