AIMC Topic: New South Wales

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Automatic classification of diseases from free-text death certificates for real-time surveillance.

BMC medical informatics and decision making
BACKGROUND: Death certificates provide an invaluable source for mortality statistics which can be used for surveillance and early warnings of increases in disease activity and to support the development and monitoring of prevention or response strate...

Pilot testing of the Research Impact Assessment Framework.

Australian health review : a publication of the Australian Hospital Association
Traditional academic impact frameworks and metrics have been criticised, because they fail to assess the 'real-world' value of research. The Research Impact Assessment Framework was developed to complement and extend existing impact assessment framew...

Identifying factors influencing trace metal concentrations in urban residential soil using an optimal parameter-based geographical detector model.

Environmental research
Australia's national citizen science program VegeSafe has collected and analysed over 26,000 residential garden soil samples for their trace metal concentrations, enabling a more comprehensive understanding of the factors influencing contamination. H...

Automated Classification of Clinical Incident Types.

Studies in health technology and informatics
We consider the task of automatic classification of clinical incident reports using machine learning methods. Our data consists of 5448 clinical incident reports collected from the Incident Information Management System used by 7 hospitals in the sta...