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" Artificial intelligence in health : "
Fernando Koch, Andrew Koster, Isabelle Bichindaritz, Pau Herrero et al (eds.).
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BL
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| Record Number
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861009
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| Main Entry
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AIH (Workshop)(1st :2018 :, Stockholm, Sweden)
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| Title & Author
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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.).
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| Publication Statement
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Cham, Switzerland :: Springer,, 2019.
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| Series Statement
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Lecture notes in artificial intelligence
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Lecture notes in computer science ;; 11326
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LNCS sublibrary. SL 7, Artificial intelligence
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| Page. NO
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1 online resource (xvi, 245 pages) :: illustrations (some color)
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| ISBN
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3030127370
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: 3030127389
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: 3030127397
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: 9783030127374
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: 9783030127381
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: 9783030127398
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9783030127374
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| Notes
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Includes author index.
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| Contents
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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
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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
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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
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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
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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
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| Abstract
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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.
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| Subject
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Artificial intelligence-- Medical applications, Congresses.
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| Subject
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Artificial intelligence-- Medical applications.
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| Dewey Classification
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610.285/63
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| LC Classification
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R859.7.A78
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| Added Entry
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Bichindaritz, Isabelle
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Herrero, Pau
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Koch, Fernando
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Koster, Andrew
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| Parallel Title
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AIH 2018
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