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Items: 8

1.

Closing the Gap in Surveillance and Audit of Invasive Mold Diseases for Antifungal Stewardship Using Machine Learning.

Baggio D, Peel T, Peleg AY, Avery S, Prayaga M, Foo M, Haffari G, Liu M, Bergmeir C, Ananda-Rajah M.

J Clin Med. 2019 Sep 5;8(9). pii: E1390. doi: 10.3390/jcm8091390.

2.

A comparison of characteristics and outcomes of patients admitted to the ICU with asthma in Australia and New Zealand and United states.

Abdelkarim H, Durie M, Bellomo R, Bergmeir C, Badawi O, El-Khawas K, Pilcher D.

J Asthma. 2019 Jan 31:1-7. doi: 10.1080/02770903.2019.1571082. [Epub ahead of print]

PMID:
30701997
3.

Characterising risk of in-hospital mortality following cardiac arrest using machine learning: A retrospective international registry study.

Nanayakkara S, Fogarty S, Tremeer M, Ross K, Richards B, Bergmeir C, Xu S, Stub D, Smith K, Tacey M, Liew D, Pilcher D, Kaye DM.

PLoS Med. 2018 Nov 30;15(11):e1002709. doi: 10.1371/journal.pmed.1002709. eCollection 2018 Nov.

4.

Designing a more efficient, effective and safe Medical Emergency Team (MET) service using data analysis.

Bergmeir C, Bilgrami I, Bain C, Webb GI, Orosz J, Pilcher D.

PLoS One. 2017 Dec 27;12(12):e0188688. doi: 10.1371/journal.pone.0188688. eCollection 2017.

5.
6.

Modelling risk-adjusted variation in length of stay among Australian and New Zealand ICUs.

Straney LD, Udy AA, Burrell A, Bergmeir C, Huckson S, Cooper DJ, Pilcher DV.

PLoS One. 2017 May 2;12(5):e0176570. doi: 10.1371/journal.pone.0176570. eCollection 2017.

7.

Time series modeling and forecasting using memetic algorithms for regime-switching models.

Bergmeir C, Triguero I, Molina D, Aznarte JL, Benitez JM.

IEEE Trans Neural Netw Learn Syst. 2012 Nov;23(11):1841-7. doi: 10.1109/TNNLS.2012.2216898.

PMID:
24808077
8.

Segmentation of cervical cell nuclei in high-resolution microscopic images: A new algorithm and a web-based software framework.

Bergmeir C, García Silvente M, Benítez JM.

Comput Methods Programs Biomed. 2012 Sep;107(3):497-512. doi: 10.1016/j.cmpb.2011.09.017. Epub 2012 Feb 10.

PMID:
22306072

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