David Riaño - Böcker

This book constitutes the refereed post-conference proceedings of the First International Workshop on Artificial Intelligence in Health, AIH 2018, in Stockholm, Sweden, in July 2018.

This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019.The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.

This book constitutes the refereed proceedings of the 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, held as a virtual event, in June 2021. The 28 full papers presented together with 30 short papers were selected from 138 submissions. The papers are grouped in topical sections on image analysis;

This book constitutes the thoroughly refereed papers from the BPM 2013 Joint Workshop on Process-Oriented Information Systems and Knowledge Representation in Health Care, KR4HC 2013/ProHealth 2013, held in Murcia, Spain, in June 2013.

This book constitutes the refereed proceedings of the 6th International Workshop on Knowledge Representation for Health Care, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, in Vienna, Austria, in July 2014. The workshop aimed at attracting the interest of novel research and advances contributing in the definition, representation and exploitation of health care knowledge in medical informatics. The 12 revised full research papers and 4 short papers presented in this book were carefully reviewed and selected from 26 submissions.

This book constitutes the thoroughly refereedpost-workshop proceedings of two workshops held at the International Conferenceon Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, inJune 2015: the 7th International Workshop on Knowledge Representation forHealth Care, KR4HC 2015, and the 8th International Workshop on Process-orientedInformation Systems in Healthcare, ProHealth 2015.The 10 revised full papers were carefullyreviewed and selected from 26 submissions. The papers are organized in topicalsections on knowledge-driven health IT and simulation, clinical guideline andclinical pathway support, mobile process and decision support, and healthinformation systems and clinical data.

This book constitutes the refereed proceedings of two workshops held at the International Conference on Health – Exploring Complexity and Medical Informatics Europe, HEC 2016, held in Munich, Germany, in September 2016: the 8th International Workshop on Knowledge Representation for Health Care, KR4HC 2016, and the 9th International Workshop on Process-oriented Information Systems in Healthcare, ProHealth 2016.The 8 revised full papers were carefully reviewed and selected from 12 submissions. The papers are organized in topical sections on ontologies in health care; clinical quality, evaluation, and simulation; computer guidelines engineering and usage; and comorbidity and clinical process management.

The incursion of information and communication technologies (ICT) in health care entails evident bene?ts at the levels of security and e?ciency that improve not only the quality of life of the patients, but also the quality of the work of the health care professionals and the costs of national health care systems. Leaving research approaches aside, the analysis of ICT in health care shows an evo- tion from the initial interest in representing and storing health care data (i. e. , electronic health care records) to the current interest of having remote access to electronic health care systems, as for example HL7 initiatives or telemedicine. This sometimes imperceptible evolution can be interpreted as a new step of the progress path of health care informatics, whose next emerging milestone is the convergenceof current solutions with formal methods for health care kno- edge management. In this sense, K4CARE is a European project aiming at contributing to this progress path. It is centered on the idea that health care knowledge rep- sented in a formal waymay favor the treatment of home care patients in modern societies. The project highlights several aspects that are considered relevant to the evolution of medical informatics: health care knowledge production, health care knowledge integration, update, and adaptation, and health care intelligent systems.

The intersection between knowledge management, computer science, and health care de?nes a technological area of great interest that has not been operated properly. Within this area medical procedures on preventive, diagnostic, the- peutic, or prognostic tasks in health careplay an outstanding role. The mana- ment of this type of knowledge at the point of care includes four technological scopes, at least. The ?rst one establishes the languages and structures to r- resent health care procedural knowledge and the integration of these structures with medical information systems. The second consists of the development of - gorithms and computer science technologies for the operation of this knowledge. The third scope is concerned with the development of methodologies to m- imize the bene?t of these algorithms and methodologies. The fourth concerns the integration of the previous algorithms, technologies, and methodologies in computer science systems that allow the application of this knowledge at the point of need, harnessing health care of greater quality and e?ciency.

This bookis the resultof merging two workshopsseries,namely, oneon comp- erized guidelines and protocols and the other one on knowledge management for healthcareprocedures. Themergeresultedinthe KR4HCworkshop:Knowledge Representationfor HealthCare:Data,Processes,andGuidelines. This workshop was held in conjunction with the 12th Conference on Arti?cial Intelligence in Medicine (AIME 2009), in Verona, Italy. The book included, in addition to the full-length workshop papers, invited peer-reviewed advanced papers on lessons learned in these ?elds. The KR4HC workshop continued a line of successful guideline workshops held in 2000, 2004, 2006, 2007, and 2008. Following the success of the ?rst - ropean Workshop on Computerized Guidelines and Protocols held in Leipzig, Germany, in 2000, the Symposium on Computerized Guidelines and Protocols (CGP 2004) was organized in Prague, Czech Republic in 2004 to identify use cases for guideline-based applications in health care, computerized methods for supportingtheguidelinedevelopmentprocess,andpressingissuesandpromising approachesfordevelopingusableandmaintainablevehiclesforguidelinedelivery.In 2006 an ECAI 2006 workshop at Riva del Garda, Italy, entitled "AI Te- niques in Health Care:Evidence-BasedGuidelinesand Protocols"wasorganized to bring together researchers from di?erent branches of arti?cial intelligence to examine cutting-edge approaches to guideline modeling and development and to consider how di?erent communities can cooperate to address the challenges of computer-based guideline development.