Publications

(Double click on papers to left to access)

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 

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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.
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Hospitalisation cost of fungal infections 
Cited in Top 10 Mycology Papers Session, Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, 2012
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Making surveillance & audit easier, faster, more inclusive while shifting the focus of stewardship from cost to quality.
 Journal of Clinical Medicine, 2019