Title Artificial intelligence in health : first International Workshop, AIH 2018, Stockholm, Sweden, July 13-14, 2018, Revised selected papers / Fernando Koch, Andrew Koster, Isabelle Bichindaritz, Pau Herrero et al (eds.)

Published Cham, Switzerland : Springer, 2019

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Description 1 online resource (xvi, 245 pages) : illustrations (some color) Series Lecture notes in artificial intelligence Lecture notes in computer science ; 11326 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 11326. LNCS sublibrary. SL 7, Artificial intelligence. Contents Intro; Additional Workshop EditorsDavid RiañoUniversitat Rovira i VirgiliTarragona, Spain Sara MontagnaUniversità di BolognaBologna, Italy Michael SchumacherUniversity of Applied Sciences and Arts Western Switzerland (HES-SO)Sierre, Switzerland Annette ten TeijeVrije Universiteit AmsterdamAmsterdam, The Netherlands Christian GuttmannNordic AI Institute, Karolinska Institute, TIETOStockholm, Sweden Manfred ReichertUlm University Ulm, Germany Richard LenzUniversity of ErlangenErlangen, Germany Beatriz Ló; Additional Workshop Editors; Preface; Organization; Acknowledgments; Contents Agents in Health Care and Knowledge Management in Health CareMeSHx-Notes: Web-System for Clinical Notes; 1 Introduction; 2 Related Work; 3 MeSH Dictionary Expansion; 3.1 Medical Subject Headings (MeSH); 3.2 Electronic Health Records; 3.3 Word Embeddings; 4 MeSHx-Notes: System Description; 4.1 Back-End; 4.2 Front-End; 5 Term Expansion Evaluation; 6 Conclusion and Further Work; References; Multiagent Systems to Support Planning and Scheduling in Home Health Care Management: A Literature Review; 1 Introduction; 2 Background; 3 Review Methodology; 3.1 Literature Search; 3.2 Key Features 4 Approaches for Supporting Planning and Scheduling5 Shortcomings of the Surveyed Approaches; 6 Conclusion and Further Work; References; Ethical Surveillance: Applying Deep Learning and Contextual Awareness for the Benefit of Persons Living with Dementia; Abstract; 1 Background; 2 The Problem; 2.1 Dementia; 2.2 Privacy; 2.3 A Human Rights-Based Approach; 3 Machine Learning (ML); 3.1 ML Methodology; 3.2 ML Results; 4 Situation Appraisal; 5 Contextual Factors; 5.1 Time and Distance Metric; 5.2 Weather Metric; 6 Risk Analysis; 6.1 Inferring an Unknown Location; 7 Ethics; 8 Conclusion AcknowledgementsReferences; Active Learning for Conversational Interfaces in Healthcare Applications; 1 Introduction; 2 Sample Selection Methods; 2.1 Query by Committee; 2.2 Query by Embedded Committee; 2.3 Computational Load; 3 Experiments; 3.1 Synthetic Example; 4 Experiment with Tweets; 4.1 Text Classification System; 5 Results; 6 Conclusions; References; Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation; 1 Introduction; 2 Related Work; 3 Topic Modeling; 4 Experimental Dataset; 4.1 Data Description; 4.2 Preprocessing of the Meta-data 4.3 Preprocessing of the Conversation Text5 The Proposed Approach for TDT; 5.1 Topic Modeling; 5.2 Topic Inference; 5.3 Tracking Topics; 6 Evaluation; 7 Conclusions; References; Dr. AI, Where Did You Get Your Degree?; 1 Introduction; 2 Regulatory Design for AIaMD; 2.1 Accrediting Our Data Sources and Methods; 2.2 Focus on the Outcomes; 3 So Can We Treat AI Like a Doctor?; 4 Failure Points; 4.1 Recalling AI; 4.2 Adversarial AI and Security; 5 Conclusion; References; Design Principles and Action Reflection for Agent-Based Assistive Technology; 1 Introduction; 2 Theoretical Background Summary 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 workshop consolidated the workshops CARE, KRH4C and AI4HC into a single event. The 18 revised full papers included in this volume were carefully selected from the 26 papers accepted for presentation out of 42 initial submissions. The papers present AI technologies with medical applications and are organized in three tracks: agents in healthcare; data science and decision systems in medicine; and knowledge management in healthcare Notes Includes author index Online resource; title from PDF title page (SpringerLink, viewed February 26, 2019) Subject Artificial intelligence -- Medical applications -- Congresses Artificial intelligence -- Medical applications Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Koch, Fernando, editor. Koster, Andrew, editor. Bichindaritz, Isabelle, editor. Herrero, Pau, editor. ISBN 9783030127381 3030127389 3030127370 9783030127374 9783030127398 3030127397

Other Titles AIH 2018

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