Expanding the Boundaries of Health Informatics Using Artificial Intelligence
Papers from the 2013 AAAI Workshop
Martin Michalowski, Wojtek Michalowski, Dympna O'Sullivan, Szymon Wilk, Organizers
AAAI Technical Report WS-13-09
published by The AAAI Press, Palo Alto, California
This technical report is also available in book format.
Contents
Organizers
Martin Michalowski
Preface
Martin Michalowski
Supporting Multiple Clinical Perspectives on a Patient-Centred Record Using Ontology Models
John James Chelsom, Ira Pande, Ian Gaywood
A Preliminary Investigation into Predictive Models for Adverse Drug Events
Jesse Davis, Vitor Santos Costa, Peggy Peissig, Michael Caldwell, David Page
Addressing Preemption Costs in Multi-Agent Resource Allocation for Medical Applications
John A. Doucette, Robin Cohen
Carmen: A Twitter Geolocation System with Applications to Public Health
Mark Dredze, Michael J. Paul, Shane Bergsma, Hieu Tran
Using Semantic Workflows to Disseminate Best Practices and Accelerate Discoveries in Multi-Omic Data Analysis
Yolanda Gil, Shannon McWeeney, Christopher Mason
Vaccination (Anti-) Campaigns in Social Media
Marco Huesch, Greg Ver Steeg, Aram Galstyan
Population Health Record: An Informatics Infrastructure for Management, Integration, and Analysis of Large Scale Population Health Data
Masoumeh Izadi, Arash Shaban-Nejad, Anya Okhmatovskaia, Luke Mondor, David L Buckeridge
Discovery of Discriminating Neural Regions for MRI Classification
S. Seth Long, Lawrence B. Holder
Procedural Approach to Mitigating Concurrently Applied Clinical Practice Guidelines
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Xing Tan, Di Lin, Subhra Mohapatra
What Affects Patient (Dis)satisfaction? Analyzing Online Doctor Ratings with a Joint Topic-Sentiment Model
Michael J. Paul, Byron C. Wallace, Mark Dredze
Modeling Annotator Rationales with Application to Pneumonia Classification
Michael Tepper, Heather L. Evans, Fei Xia, Meliha Yetisgen-Yildiz
Exploring Disease Interactions Using Markov Networks
Jan Van Haaren, Jesse Davis, Martijn Lappenschaar, Arjen Hommersom
Machine Learning Techniques for Diagnostic Differentiation of Mild Cognitive Impairment and Dementia
Jennifer A. Williams, Alyssa Weakley, Diane J. Cook, Maureen Schmitter-Edgecombe
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