| Vol-1891 urn:nbn:de:0074-1891-5 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# KDH@IJCAI 2017
Knowledge Discovery in Healthcare Data

### Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data
Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017)

### Melbourne, Australia, August 20, 2017.

Edited by

### Zina M. Ibrahim *,**
Honghan Wu *
Kerstin Bach ***
Richard Dobson *,**
Spiros Denaxas **
Nirmalie Wiratunga ****
Stewart Massie ****
Sadiq Sani ****

* King's College London, Department of Biostatistics and Health Informatics, Denmark Hill, London, United Kingdom
** University College London, The Farr Institute of Health Informatics Research, 222 Euston Road, London, United Kingdom
*** Norwegian University of Science and Technology, Department of Computer Science, Sem Sælandsvei 9, NO-7491 Trondheim, Norway
**** Robert Gordon University, School of Computing Science and Digital Media, The Sir Ian Wood Building, Aberdeen, United Kingdom

## Table of Contents

### Front Matter

- Cover Page
- Preface
- Programme Committee
- Accepted Papers

### Main Content

- Designing a Personalised Case-Based Recommender System for Mobile Self-Management of Diabetes During Exercise 7-12
  Yoke Yie Chen, Nirmalie Wiratunga, Stewart Massie, Jenny Hall, Kate Stephen, Amanda Croall, Jacky MacMillan, Lesley Murray, Geoff Wilcock, Sandra MacRury
- Recognizing Abnormal Heart Sounds Using Deep Learning 13-19
  Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan
- Use of Tethered Virtual Reality Headsets in Exposure Therapy for Agoraphobia and Social Phobia 20-24
  Beatris Mariell Choo, Ana Margarita Talicol, Elaine Jhon Panganiban, Ethel Chua Joy Ong
- Deep Learning to Attend to Risk in ICU 25-29
  Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
- Learning Patient Similarity Using Joint Distributed Embeddings of Treatment and Diagnoses 30-35
  Christopher Ormandy, Zina Ibrahim, Richard J. B. Dobson
- The Psycho-env Corpus: Research Articles Annotated for Knowledge Discovery on Correlating Mental Diseases and Environmental Factors 36-40
  Hui Wang, Quan Sun, Anika Oellrich, Honghan Wu, Richard J. B. Dobson
- A Novel Approach for Adverse Events Detection 41-45
  Jia Zhu, Yuzhi Liang, Changqin Huang, Min Yang, Jing Xiao, Yong Tang

2017-08-14: submitted by Zina Ibrahim, metadata incl. bibliographic data published under Creative Commons CC0
2017-08-14: published on CEUR-WS.org |valid HTML5|