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ORCID4th KDH@IJCAI 2019: Macao, China
- Nirmalie Wiratunga, Frans Coenen, Sadiq Sani:
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, KDH@IJCAI 2019, Macao, China, August 10th, 2019. CEUR Workshop Proceedings 2429, CEUR-WS.org 2019
Frameworks and Repositories
- Micheal Abaho, Danushka Bollegala, Paula R. Williamson, Susanna Dodd:
Correcting Crowdsourced Annotations to Improve Detection of Outcome Types in Evidence Based Medicine. 1-5 - Spiros C. Denaxas, Helen Parkinson, Natalie K. Fitzpatrick, Cathie Sudlow, Harry Hemingway:
Analysing the Heterogeneity of Rule-Based EHR Phenotyping Algorithms in CALIBER and the UK Biobank. 6-14
Machine Learning and Classification
- Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar:
Explaining Deep Classification of Time-Series Data with Learned Prototypes. 15-22 - Harry Pratt, Frans Coenen, Yalin Zheng:
Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network. 23-29 - James O'Neill, Danushka Bollegala, Peter-J. Noble, Alan D. Radford:
Tick Parasitism Classification from Noisy Medical Records. 30-34 - Jackson A. Killian, Kevin M. Passino, Arnab Nandi, Danielle R. Madden, John D. Clapp:
Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data. 35-42
Applications
- Hossein Aboutalebi, Doina Precup, Tibor Schuster:
Learning Reliable Policies in the Bandit Setting with Application to Adaptive Clinical Trials. 43-49 - Robert Bevan, Alessandro Torrisi, Danushka Bollegala, Frans Coenen, Katie Atkinson:
Extracting Supporting Evidence from Medical Negligence Claim Texts. 50-54 - Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu:
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. 55-59
Position Papers
- Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri:
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. 60-67
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