Knowledge Based Systems in Medicine: Methods, Applications and Evaluation
Title | Knowledge Based Systems in Medicine: Methods, Applications and Evaluation PDF eBook |
Author | Jan L. Talmon |
Publisher | Springer Science & Business Media |
Pages | 343 |
Release | 2013-03-09 |
Genre | Medical |
ISBN | 3662081318 |
his volume of the series Lecture Notes in Medical Informatics contains the T proceedings of the Workshop on System Engineering in Medicine, which was held in Maastricht, The Netherlands, 16-18 March 1989. This workshop was sponsored by the EC under the framework of the Medical and Health Research Programme. The aim of the workshop was to assess whether there was sufficient support in the Medical Informatics community in the EC to establish a concerted action. This proceedings contain papers of the presentations given at the workshop. These presentations were centred around three themes: • Methods and Tools • Applications in the domains of chronic care and critical care • Evaluation of decision support systems The papers were prepared after the workshop and therefore we were able to include the relevant parts of the discussions which were related to the presentations. As a result of the discussions during the workshop, a proposal was prepared for the establishment of a concerted action, specifically addressing the development of guidelines for the evaluation of medical decision aids. This proposal was granted early 1990 under the same Medical and Health Research programme of the EC. Over 40 institutes are participating in this concerted action. It have been the outstanding presentations and the open discussions at the workshop that have been the starting point of this concerted action. The papers in this proceedings formed a starting point for the discussions in the meetings of the concerted action.
Knowledge Based Systems in Medicine
Title | Knowledge Based Systems in Medicine PDF eBook |
Author | Jan L. Talmon |
Publisher | Springer |
Pages | 372 |
Release | 1991 |
Genre | Computers |
ISBN |
Assessment and Evaluation of Information Technologies in Medicine
Title | Assessment and Evaluation of Information Technologies in Medicine PDF eBook |
Author | Elisabeth M. S. J. Van Gennip |
Publisher | IOS Press |
Pages | 346 |
Release | 1995 |
Genre | Biomedical engineering |
ISBN | 9789051992007 |
Title Page -- TABLE OF CONTENTS -- Introduction -- Part A: Methodological Aspects -- Evaluation of Automatic Health Information Systems What and How? -- Technology Assessment in Medical and Health Care Informatics: A Clarification of the Concept -- Supporting System Development with Technology Assessment -- The Conceptionof a Medical Computer System -- Verification and Validation -- Case Acquisition for Knowledge-Based Decision Support System Validation -- Approaches to Experimental Design -- Analysis of Costs of Information Systems -- Measuring Effects -- Methods for Data Acquisition -- From Assessment to Decision-Making -- Technology Assessment for Decision-Making in the Field of Informatics in Medicine and Health Care -- Part B: Examples from AIM Projects -- The Impact of Clinical Pilot Projects in R & D Programmes Supported by the EU -- Assessment and Evaluation of Knowledge-Based Expert Systems for Medical Diagnosis -- Evaluation in the TELEGASTRO-Project -- The KANDID Way to ESTEEM -- On the Evaluation of System Integration -- Protocol for the Clinical Functionality Assessment of a Workstation for Stereotactic Neurosurgery -- SAMMIE Software Applied to MultiModal Images and Education -- Technology Assessment in theEurIpacs Project -- Assessment of Workstations and PACS in AIM: The Experience of the MILORD Project -- Part C: Literature Overview -- Overview of Published Assessment and Evaluation Studies -- Literature on Assessment of Information Technology and Medical KBS Evaluation: Studies and Methodologies -- Authors List -- Authors Addresses
Medical Expert Systems
Title | Medical Expert Systems PDF eBook |
Author | M. K. Chytil |
Publisher | |
Pages | 220 |
Release | 1987 |
Genre | Computer science |
ISBN |
Knowledge Based Systems
Title | Knowledge Based Systems PDF eBook |
Author | S. G. Tzafestas |
Publisher | World Scientific |
Pages | 656 |
Release | 1997 |
Genre | Computers |
ISBN | 9789810228309 |
The field of knowledge-based systems (KBS) has expanded enormously during the last years, and many important techniques and tools are currently available. Applications of KBS range from medicine to engineering and aerospace.This book provides a selected set of state-of-the-art contributions that present advanced techniques, tools and applications. These contributions have been prepared by a group of eminent researchers and professionals in the field.The theoretical topics covered include: knowledge acquisition, machine learning, genetic algorithms, knowledge management and processing under uncertainty, conflict detection and resolution, structured knowledge architectures, and natural language-based man-machine communication.The Applications include: Real-time decision support, system fault diagnosis, quality assessment, manufacturing production, robotic assembly, and robotic welding.The reader can save considerable time in searching the scattered literature in the field, and can find here a powerful set of how-to-do issues and results.
Intelligent Systems in Medicine and Health
Title | Intelligent Systems in Medicine and Health PDF eBook |
Author | Trevor A. Cohen |
Publisher | Springer Nature |
Pages | 607 |
Release | 2022-11-09 |
Genre | Medical |
ISBN | 3031091086 |
This textbook comprehensively covers the latest state-of-the-art methods and applications of artificial intelligence (AI) in medicine, placing these developments into a historical context. Factors that assist or hinder a particular technique to improve patient care from a cognitive informatics perspective are identified and relevant methods and clinical applications in areas including translational bioinformatics and precision medicine are discussed. This approach enables the reader to attain an accurate understanding of the strengths and limitations of these emerging technologies and how they relate to the approaches and systems that preceded them. With topics covered including knowledge-based systems, clinical cognition, machine learning and natural language processing, Intelligent Systems in Medicine and Health: The Role of AI details a range of the latest AI tools and technologies within medicine. Suggested additional readings and review questions reinforce the key points covered and ensure readers can further develop their knowledge. This makes it an indispensable resource for all those seeking up-to-date information on the topic of AI in medicine, and one that provides a sound basis for the development of graduate and undergraduate course materials.
Methodology for Assessment of Medical IT-based Systems
Title | Methodology for Assessment of Medical IT-based Systems PDF eBook |
Author | Jytte Brender |
Publisher | IOS Press |
Pages | 312 |
Release | 1997 |
Genre | Medical |
ISBN | 9789051993370 |
10.2 The Role and Contents of the URD in an Assessment Perspective -- 10.3 The Enterprise Model -- 10.4 The Normative Model -- 10.5 Assessment of the User Requirements Document -- 10.6 Discussion -- 11 Dynamic Aspects of the Assessment Methodology -- 11.1 Dynamic Aspects of IT-Development and Application -- 11.2 Adaptation of Frames of Reference for Assessment Activities -- 11.3 Feed-forward Loops -- 11.4 Support of Context Dependent Assessment -- 11.5 Conclusion -- 12 The Dynamic Assessment Methodology -- 12.1 Philosophy -- 12.2 Application Area -- 12.3 Operationalisation of the Methodology -- 12.4 Applicable Methods -- 12.5 Summary -- 13 Discussion -- 13.1 Discussion of Fulfilment of Objective for the 4th Goal -- 13.2 Conclusion of the Study -- References -- Appendix 1: Vocabulary -- Appendix 2: Abbreviations & Acronyms -- Appendix 3: KAVAS's & ISAR's Evaluation Methodology -- Appendix 4: Methodology for Assessment of Functionality -- Appendix 5: Experimental Observations: Functionality Assessment -- Appendix 6: Experimental Observations: LFA -- Appendix 7: Causal Analysis of Experimental Observations -- Appendix 8: Method for Elicitation of a Strategy -- Appendix 9: Selected References regarding Assessment Methods