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Enhancement of hepatitis virus immunoassay outcome predictions in imbalanced routine pathology data by data balancing and feature selection before the application of support vector machines

BMC medical informatics and decision making, 2017-08, Vol.17 (1), p.121-121, Article 121

2017

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Weighting of orthostatic intolerance time measurements with standing difficulty score stratifies ME/CFS symptom severity and analyte detection

Journal of translational medicine, 2018-04, Vol.16 (1), p.97-97, Article 97

2018

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Gamma-Glutamyl Transferase (GGT) Is the Leading External Quality Assurance Predictor of ISO15189 Compliance for Pathology Laboratories

Diagnostics (Basel), 2021-04, Vol.11 (4), p.692

2021

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Rethinking ME/CFS Diagnostic Reference Intervals via Machine Learning, and the Utility of Activin B for Defining Symptom Severity

Diagnostics (Basel), 2019-07, Vol.9 (3), p.79

2019

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Deconfounding confounding part 3: controlling for confounding in statistical analyses

Medical journal of Australia, 2020-09, Vol.213 (5), p.209-212.e1

2020

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Evolving Epidemiology of Reported Giardiasis Cases in the United States, 1995-2016

Clinical infectious diseases, 2021-03, Vol.72 (5), p.764-770

2021

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Understanding statistical principles in linear and logistic regression

Medical journal of Australia, 2018-05, Vol.208 (8), p.332-334

2018

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Infection status outcome, machine learning method and virus type interact to affect the optimised prediction of hepatitis virus immunoassay results from routine pathology laboratory assays in unbalanced data

BMC bioinformatics, 2013-06, Vol.14 (1), p.206-206, Article 206

2013

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Health care for older people in rural and remote Australia: challenges for service provision

Medical journal of Australia, 2019-10, Vol.211 (8), p.363-364

2019

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CRiSP: An Instrument for Assessing Student Perceptions of Classroom Response Systems

Journal of science education and technology, 2015-08, Vol.24 (4), p.432-447

2015

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Simple interventions to assist students to engage with the language of data science and statistics

Teaching statistics, 2021-07, Vol.43 (S1), p.S148-S156

2021

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Introductory Statistics Textbooks and the GAISE Recommendations

The American statistician, 2017-10, Vol.71 (4), p.326-335

2017

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Response to article: serum total bilirubin concentrations are inversely associated with total white blood cell counts in an adult population

Annals of clinical biochemistry, 2016-05, Vol.53 (3), p.412-413

2016

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A simulation model to estimate the risk of transfusion-transmitted arboviral infection

Transfusion and apheresis science, 2016-10, Vol.55 (2), p.233-239

2016

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Assessment of machine-learning techniques on large pathology data sets to address assay redundancy in routine liver function test profiles

Diagnosis (Berlin, Germany), 2015-02, Vol.2 (1), p.41-51

2015

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The kinetics of haemoglobin and ferritin in longitudinal community patients with iron deficiency or hypoxia

Diagnosis (Berlin, Germany), 2017-03, Vol.4 (1), p.35-41

2017

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The early detection of anaemia and aetiology prediction through the modelling of red cell distribution width (RDW) in cross-sectional community patient data

Diagnosis (Berlin, Germany), 2015-09, Vol.2 (3), p.171-179

2015

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Identification and definition of lexically ambiguous words in statistics by tutors and students

International journal of mathematical education in science and technology, 2013-10, Vol.44 (7), p.1007-1019

2013

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Learning the Language of Statistics: Challenges and Teaching Approaches

Statistics education research journal, 2016-05, Vol.15 (1), p.8-27

2016

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An 1H-MRS framework predicts the onset of Alzheimer's disease symptoms in PSEN1 mutation carriers

Alzheimer's & dementia, 2014-09, Vol.10 (5), p.552-561

2014

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Bounded Influence Estimation in the Mixed Linear Model

Journal of the American Statistical Association, 1997-03, Vol.92 (437), p.154-161

Richardson, Alice M.

1997

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A comparison of outlier elimination and reference interval calculation methods with Ig type data

Pathology, 2018-02, Vol.50, p.S112-S112

2018

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Integration of ISO15189 and external quality assurance data to assist the detection of poor laboratory performance in New South Wales

Pathology, 2018-02, Vol.50, p.S92-S92

2018

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Robust Restricted Maximum Likelihood in Mixed Linear Models

Biometrics, 1995-12, Vol.51 (4), p.1429-1439

1995

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Integration of ISO 15189 and external quality assurance data to assist the detection of poor laboratory performance in NSW, Australia

Journal of Laboratory and Precision Medicine, 2017-12, Vol.2, p.97-97

2017

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Enhancement of hepatitis virus immunoassay outcome predictions in imbalanced routine pathology data by data balancing and feature selection before the application of support vector machines

Weighting of orthostatic intolerance time measurements with standing difficulty score stratifies ME/CFS symptom severity and analyte detection

Gamma-Glutamyl Transferase (GGT) Is the Leading External Quality Assurance Predictor of ISO15189 Compliance for Pathology Laboratories

Rethinking ME/CFS Diagnostic Reference Intervals via Machine Learning, and the Utility of Activin B for Defining Symptom Severity

Deconfounding confounding part 3: controlling for confounding in statistical analyses

Evolving Epidemiology of Reported Giardiasis Cases in the United States, 1995-2016

Understanding statistical principles in linear and logistic regression

Infection status outcome, machine learning method and virus type interact to affect the optimised prediction of hepatitis virus immunoassay results from routine pathology laboratory assays in unbalanced data

Health care for older people in rural and remote Australia: challenges for service provision

CRiSP: An Instrument for Assessing Student Perceptions of Classroom Response Systems

Simple interventions to assist students to engage with the language of data science and statistics

Introductory Statistics Textbooks and the GAISE Recommendations

Response to article: serum total bilirubin concentrations are inversely associated with total white blood cell counts in an adult population

A simulation model to estimate the risk of transfusion-transmitted arboviral infection

Assessment of machine-learning techniques on large pathology data sets to address assay redundancy in routine liver function test profiles

The kinetics of haemoglobin and ferritin in longitudinal community patients with iron deficiency or hypoxia

The early detection of anaemia and aetiology prediction through the modelling of red cell distribution width (RDW) in cross-sectional community patient data

Identification and definition of lexically ambiguous words in statistics by tutors and students

Learning the Language of Statistics: Challenges and Teaching Approaches

An 1H-MRS framework predicts the onset of Alzheimer's disease symptoms in PSEN1 mutation carriers

Bounded Influence Estimation in the Mixed Linear Model

A comparison of outlier elimination and reference interval calculation methods with Ig type data

Integration of ISO15189 and external quality assurance data to assist the detection of poor laboratory performance in New South Wales

Robust Restricted Maximum Likelihood in Mixed Linear Models

Integration of ISO 15189 and external quality assurance data to assist the detection of poor laboratory performance in NSW, Australia

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