Katie Ovens

Affiliations

Augmented Intelligence & Precision Health Laboratory (AIPHL), Department of Radiology & Research Institute of the McGill University Health Centre, 5252 Boulevard de Maisonneuve Ouest, Montreal, Quebec H4A 3S5, Canada; University of Saskatchewan, 116 - 110 Science Place, Saskatoon, SK S7N 5C9, Canada.

Publications (16)

Brief History of Artificial Intelligence.

Neuroimaging clinics of North America

Avec: Nikesh Muthukrishnan , Farhad Maleki , Katie Ovens , Caroline Reinhold , Behzad Forghani , Reza Forghani

Site-Specific Variation in Radiomic Features of Head and Neck Squamous Cell Carcinoma and Its Impact on Machine Learning Models.

Cancers

Avec: Xiaoyang Liu , Farhad Maleki , Nikesh Muthukrishnan , Katie Ovens , Shao Hui Huang , Almudena Pérez-Lara , Griselda Romero-Sanchez , Sahir Rai Bhatnagar , Avishek Chatterjee , Marc Philippe Pusztaszeri , Alan Spatz , Gerald Batist , Seyedmehdi Payabvash , Stefan P Haider , Amit Mahajan , Caroline Reinhold , Behzad Forghani , Brian O'Sullivan , Eugene Yu , Reza Forghani

Bone microstructure and bone mineral density are not systemically different in Antarctic icefishes and related Antarctic notothenioids.

Journal of anatomy

Avec: Amir M Ashique , Oghenevwogaga J Atake , Katie Ovens , Ruiyi Guo , Isaac V Pratt , H William Detrich , David M L Cooper , Thomas Desvignes , John H Postlethwait , B Frank Eames

Gene Set Analysis: Challenges, Opportunities, and Future Research.

Frontiers in genetics

Avec: Farhad Maleki , Katie Ovens , Daniel J Hogan , Anthony J Kusalik

Size matters: how sample size affects the reproducibility and specificity of gene set analysis.

Human genomics

Avec: Farhad Maleki , Katie Ovens , Ian McQuillan , Anthony J Kusalik

Comparative Analyses of Gene Co-expression Networks: Implementations and Applications in the Study of Evolution.

Frontiers in genetics

Avec: Katie Ovens , B Frank Eames , Ian McQuillan

Common features of cartilage maturation are not conserved in an amphibian model.

Developmental dynamics : an official publication of the American Association of Anatomists

Avec: Jason K B Nguyen , Patsy Gómez-Picos , Yiwen Liu , Katie Ovens , B Frank Eames

Silver: Forging almost Gold Standard Datasets.

Genes

Avec: Farhad Maleki , Katie Ovens , Ian McQuillan , Anthony J Kusalik

Machine Learning Algorithm Validation: From Essentials to Advanced Applications and Implications for Regulatory Certification and Deployment.

Neuroimaging clinics of North America

Avec: Farhad Maleki , Nikesh Muthukrishnan , Katie Ovens , Caroline Reinhold , Reza Forghani

Overview of Machine Learning Part 1: Fundamentals and Classic Approaches.

Neuroimaging clinics of North America

Avec: Farhad Maleki , Katie Ovens , Keyhan Najafian , Behzad Forghani , Caroline Reinhold , Reza Forghani

Juxtapose: a gene-embedding approach for comparing co-expression networks.

BMC bioinformatics

Avec: Katie Ovens , Farhad Maleki , B Frank Eames , Ian McQuillan

Proteoglycan inhibition of canonical BMP-dependent cartilage maturation delays endochondral ossification.

Development (Cambridge, England)

Avec: Elham Koosha , Connor T A Brenna , Amir M Ashique , Niteesh Jain , Katie Ovens , Toshiyasu Koike , Hiroshi Kitagawa , B Frank Eames

Limb Mesoderm and Head Ectomesenchyme Both Express a Core Transcriptional Program During Chondrocyte Differentiation.

Frontiers in cell and developmental biology

Avec: Patsy Gomez-Picos , Katie Ovens , B Frank Eames

Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls.

Radiology. Artificial intelligence

Avec: Farhad Maleki , Katie Ovens , Rajiv Gupta , Caroline Reinhold , Alan Spatz , Reza Forghani

Environmental contamination by

Sexually transmitted infections

Avec: Sophie Ramsden , Katie Ovens , James Griffiths , Peter Muir , Ann Steele-Nicholson , Paddy J Horner

Efficient Wheat Head Segmentation with Minimal Annotation: A Generative Approach.

Journal of imaging

Avec: Jaden Myers , Keyhan Najafian , Farhad Maleki , Katie Ovens

Réseau de co-auteurs

Farhad Maleki 10 collaborations

B Frank Eames 6 collaborations

Caroline Reinhold 5 collaborations

Reza Forghani 5 collaborations

Ian McQuillan 4 collaborations

Nikesh Muthukrishnan 3 collaborations

Behzad Forghani 3 collaborations

Anthony J Kusalik 3 collaborations

Alan Spatz 2 collaborations

Amir M Ashique 2 collaborations

Keyhan Najafian 2 collaborations

Xiaoyang Liu 1 collaboration

Shao Hui Huang 1 collaboration

Almudena Pérez-Lara 1 collaboration

Griselda Romero-Sanchez 1 collaboration

Sahir Rai Bhatnagar 1 collaboration

Avishek Chatterjee 1 collaboration

Marc Philippe Pusztaszeri 1 collaboration

Gerald Batist 1 collaboration

Seyedmehdi Payabvash 1 collaboration

Stefan P Haider 1 collaboration

Amit Mahajan 1 collaboration

Brian O'Sullivan 1 collaboration

Eugene Yu 1 collaboration

Oghenevwogaga J Atake 1 collaboration

Ruiyi Guo 1 collaboration

Isaac V Pratt 1 collaboration

H William Detrich 1 collaboration

David M L Cooper 1 collaboration

Thomas Desvignes 1 collaboration

John H Postlethwait 1 collaboration

Daniel J Hogan 1 collaboration

Jason K B Nguyen 1 collaboration

Patsy Gómez-Picos 1 collaboration

Yiwen Liu 1 collaboration

Elham Koosha 1 collaboration

Connor T A Brenna 1 collaboration

Niteesh Jain 1 collaboration

Toshiyasu Koike 1 collaboration

Hiroshi Kitagawa 1 collaboration

Patsy Gomez-Picos 1 collaboration

Rajiv Gupta 1 collaboration

Sophie Ramsden 1 collaboration

James Griffiths 1 collaboration

Peter Muir 1 collaboration

Ann Steele-Nicholson 1 collaboration

Paddy J Horner 1 collaboration

Jaden Myers 1 collaboration