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Publications
(Double click on papers to left to access)
Making surveillance & audit easier, faster, more inclusive while shifting the focus of stewardship from cost to quality.
Journal of Clinical Medicine, 2019
Development of the expert system, 2017
Natural language processing using neural networks
Australasian Language Technology Association (ALTA)2017
Deep learning based image recognition of fungal diseases on chest CT
International Immunocompromised Host Society Symposium, Athens 2018
Process & outcome measures reflecting quality of care in antifungal stewardship using fungalAi
International Immunocompromised Host Society Symposium, Athens 2018
Australian Society of Infectious Diseases Scientific Meeting, Gold Coast, 2018
Natural language processing using a statistical model- a clinical perspective, 2014
Development of the text classifier using a statistical model - a technical perspective, 2015
First benchmark recommendations for antifungal stewardship
Top 10 Mycology Paper, Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, 2012
Preventative drugs-a real world experience
Top 10 Mycology Paper, Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, 2012
PhD Thesis, Dr Michelle Ananda-Rajah, 2014
A dissertation of the health and economic burden of fungal infections, benchmark recommendations for antifungal stewardship, importance of fungal surveillance and how to make it feasible in hospitals with data analytics.
Hospitalisation cost of fungal infections
Cited in Top 10 Mycology Papers Session, Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, 2012
What do stakeholders want? An in-depth analysis
2020
Patients with blood cancers unable azole drugs to prevent fungal infections need options. We analyse the real-world effectiveness of a widely used alternative.
2021
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