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1st AIH@IJCAI 2018: Stockholm, Schweden: Revised Selected Papers
- Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije
, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga:
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11326, Springer 2019, ISBN 978-3-030-12737-4
Agents in Health Care and Knowledge Management in Health Care
- Rafael Oleques Nunes
, João E. Soares, Henrique D. P. dos Santos
, Renata Vieira
:
MeSHx-Notes: Web-System for Clinical Notes. 5-12 - Colja A. Becker
, Fabian Lorig
, Ingo J. Timm
:
Multiagent Systems to Support Planning and Scheduling in Home Health Care Management: A Literature Review. 13-28 - Steve Williams
, John Mark Ware
, Berndt Müller
:
Ethical Surveillance: Applying Deep Learning and Contextual Awareness for the Benefit of Persons Living with Dementia. 29-47 - Aki Härmä
, Andrey Polyakov
, Ekaterina Artemova
:
Active Learning for Conversational Interfaces in Healthcare Applications. 48-58 - Ilyas Chaoua
, Sergio Consoli
, Aki Härmä
, Rim Helaoui
, Diego Reforgiato Recupero
:
Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. 59-75 - Edward Raff
, Shannon Lantzy, Ezekiel J. Maier:
Dr. AI, Where Did You Get Your Degree? 76-83 - Esteban Guerrero
, Ming-Hsin Lu
, Hsiu-Ping Yueh
, Helena Lindgren
:
Design Principles and Action Reflection for Agent-Based Assistive Technology. 84-98 - Martin Ingeson
, Madeleine Blusi
, Juan Carlos Nieves
:
Microsoft Hololens - A mHealth Solution for Medication Adherence. 99-115 - Antônio Augusto Gonçalves
, Sandro Luís Freire de Castro Silva
, Carlos Henrique Fernandes Martins
, Cezar Cheng
, José Geraldo Pereira Barbosa
:
A Knowledge-Based Simulation Framework for Decision Support in Brazilian National Cancer Institute. 116-126
Data Science and Decision Systems in Medicine
- Marcel Gehrke
, Tanya Braun
, Ralf Möller
, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser:
Lifted Maximum Expected Utility. 131-141 - Clare Martin
, Arantza Aldea
, David Duce
, Rachel Harrison
, Bedour Alshaigy
:
The Role of Usability Engineering in the Development of an Intelligent Decision Support System. 142-161 - Xiaojing Xu
, Kenneth D. Craig
, Damaris Diaz
, Matthew S. Goodwin
, Murat Akçakaya
, Büsra Tugçe Susam
, Jeannie S. Huang
, Virginia R. de Sa
:
Automated Pain Detection in Facial Videos of Children Using Human-Assisted Transfer Learning. 162-180 - Xiaojing Xu
, Büsra Tugçe Susam
, Hooman Nezamfar
, Damaris Diaz
, Kenneth D. Craig
, Matthew S. Goodwin
, Murat Akçakaya
, Jeannie S. Huang
, Virginia R. de Sa
:
Towards Automated Pain Detection in Children Using Facial and Electrodermal Activity. 181-189 - Michael Schnell, Sophie Couffignal, Jean Lieber, Stéphanie Saleh, Nicolas Jay:
Interpretation of Best Medical Coding Practices by Case-Based Reasoning - A User Assistance Prototype for Data Collection for Cancer Registries. 190-198 - Isabel Chien
, Alvin Shi, Alex Chan, Charlotta Lindvall
:
Identification of Serious Illness Conversations in Unstructured Clinical Notes Using Deep Neural Networks. 199-212 - Panayiotis Petousis
, Simon X. Han
, William Hsu
, Alex A. T. Bui
:
Generating Reward Functions Using IRL Towards Individualized Cancer Screening. 213-227 - Muhammad Rafiq
, George Keel
, Pamela Mazzocato
, Jonas Spaak
, Carl Savage
, Christian Guttmann
:
Deep Learning Architectures for Vector Representations of Patients and Exploring Predictors of 30-Day Hospital Readmissions in Patients with Multiple Chronic Conditions. 228-244

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