Karin Verspoor

Advanced Methods for Big Data Analytics in Women's Health.

Mary Regina Boland, Karin Verspoor, Maricel G Kann, Su Golder, Lisa Levine, Karen O'Conner, Natalia Villanueva-Rosales, Graciela Gonzalez-Hernandez

Journal article  |  2021  |  Biocomputing

Women's health is an often-overlooked aspect of medicine. The National Institutes of Health has emphasized the importance of inves..

Development of a Self-Harm Monitoring System for Victoria

Jo Robinson, Katrina Witt, Michelle Lamblin, Matthew J Spittal, Greg Carter, Karin Verspoor, Andrew Page, Gowri Rajaram, Vlada Rozova, Nicole TM Hill, Jane Pirkis, Caitlin Bleeker, Alex Pleban, Jonathan C Knott

Journal article  |  2020  |  International Journal of Environmental Research and Public Health

The prevention of suicide and suicide-related behaviour are key policy priorities in Australia and internationally. The World Heal..

Use of cefovecin in dogs and cats attending first-opinion veterinary practices in Australia

Laura Hardefeldt, Brian Hur, Karin Verspoor, Timothy Baldwin, Kirsten E Bailey, Ri Scarborough, Suzanna Richards, Helen Billman-Jacobe, Glenn Francis Browning, James Gilkerson

Journal article  |  2020  |  Veterinary Record

BACKGROUND: Cefovecin is a long-acting third-generation cephalosporin commonly used in veterinary medicine. Third-generation cepha..

Evaluation of consensus strategies for haplotype phasing.

Ziad Al Bkhetan, Gursharan Chana, Kotagiri Ramamohanarao, Karin Verspoor, Benjamin Goudey

Journal article  |  2020  |  Briefings in Bioinformatics

Haplotype phasing is a critical step for many genetic applications but incorrect estimates of phase can negatively impact downstre..

PoLoBag: Polynomial Lasso Bagging for signed gene regulatory network inference from expression data.

Gourab Ghosh Roy, Nicholas Geard, Karin Verspoor, Shan He

Journal article  |  2020  |  Bioinformatics

MOTIVATION: Inferring gene regulatory networks (GRNs) from expression data is a significant systems biology problem. A useful infe..

The ‘good, bad and merit’ arguments in Australian news coverage of workplace gender diversity

Victor Sojo Monzon, Cordelia Fine, Holly Lawford-Smith, Ziying Yang, Cornelia Verspoor

Report  |  2020

Research aims: In this study, we used the machine learning technique of topic modelling, as well as qualitative content analysis, ..

Classification performance of administrative coding data for detection of invasive fungal infection in paediatric cancer patients

Jake C Valentine, Leon J Worth, Karin M Verspoor, Lisa Hall, Daniel K Yeoh, Karin A Thursky, Julia E Clark, Gabrielle M Haeusler

Journal article  |  2020  |  PLoS One

BACKGROUND: Invasive fungal infection (IFI) detection requires application of complex case definitions by trained staff. Administr..

Testing Contextualized Word Embeddings to Improve NER in Spanish Clinical Case Narratives

Liliya Akhtyamova, Paloma Martinez, Karin Verspoor, John Cardiff

Journal article  |  2020  |  IEEE Access

In the Big Data era, there is an increasing need to fully exploit and analyze the huge quantity of information available about hea..

Evaluation of consensus strategies for haplotype phasing

Ziad Al Bkhetan, Gursharan Chana, Kotagiri Ramamohanarao, Karin Verspoor, Benjamin Goudey

Journal article  |  2020

Motivation Haplotype phasing is a critical step for many genetic applications but incorrect estimates of phase can negatively impa..

Evaluating the Performance of Various Machine Learning Algorithms to Detect Subclinical Keratoconus

Ke Cao, Karin Verspoor, Srujana Sahebjada, Paul N Baird

Journal article  |  2020  |  Translational Vision Science and Technology

Purpose: Keratoconus (KC) represents one of the leading causes of corneal transplantation worldwide. Detecting subclinical KC woul..