AIMC Topic: Research Design
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Modelling engagement in dementia through behaviour. Contribution for socially interactive robotics.
IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Jul 1, 2017
In this paper, we present a novel tool to measure engagement in people with dementia playing board games and interacting with a social robot, Pleo. We carried out two studies to reach a comprehensive inventory of behaviours accounting for engagement ...
Discriminating sample groups with multi-way data.
Biostatistics (Oxford, England)
Jul 1, 2017
High-dimensional linear classifiers, such as distance weighted discrimination (DWD) and versions of the support vector machine (SVM), are commonly used in biomedical research to distinguish groups of subjects based on a large number of features. Howe...
Using and understanding cross-validation strategies. Perspectives on Saeb et al.
GigaScience
May 1, 2017
This three-part review takes a detailed look at the complexities of cross-validation, fostered by the peer review of Saeb et al.'s paper entitled "The need to approximate the use-case in clinical machine learning." It contains perspectives by reviewe...
WHERE WILL AI TAKE US? Westworld triggers reflections about radiology's future.
Minnesota medicine
Mar 1, 2017
Artificial Neural Network Approach in Laboratory Test Reporting: Learning Algorithms.
American journal of clinical pathology
Aug 1, 2016
OBJECTIVES: In the field of laboratory medicine, minimizing errors and establishing standardization is only possible by predefined processes. The aim of this study was to build an experimental decision algorithm model open to improvement that would e...
Real-time Data Fusion Platforms: The Need of Multi-dimensional Data-driven Research in Biomedical Informatics.
Studies in health technology and informatics
Jan 1, 2015
Systems designed to expedite data preprocessing tasks such as data discovery, interpretation, and integration that are required before data analysis drastically impact the pace of biomedical informatics research. Current commercial interactive and re...
Identifying Repetitive Institutional Review Board Stipulations by Natural Language Processing and Network Analysis.
Studies in health technology and informatics
Jan 1, 2015
The corrections ("stipulations") to a proposed research study protocol produced by an institutional review board (IRB) can often be repetitive across many studies; however, there is no standard set of stipulations that could be used, for example, by ...
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