This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Calgary directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
Uncertainty Quantification in Medical Image Segmentation: A Comprehensive Survey.
Journal of imaging · 2026 · senior author
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models.
Journal of imaging informatics in medicine · 2025
Chondrocyte maturation bridges two cross-inhibitory subnetworks of the skeletal cell gene regulatory network.
Development (Cambridge, England) · 2025
Latest funding
- $150,000
Advancing Phenotyping Research through AI-Powered Hyperspectral Drone Imaging
NSERC · 2025 · Co-investigator
- $50,000
Advanced AI research platform for biological imaging: Enhancing annotation, visualization, and data management
NSERC · 2024 · Principal investigator
- $12,500
Representation learning of complex networks for the analysis of biological systems
NSERC · 2023 · Principal investigator
11 publications.
Uncertainty Quantification in Medical Image Segmentation: A Comprehensive Survey.
Ziaee SS, Ovens K
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models.
Maleki F, Moy L, Forghani R, Ghosh T, Ovens K, Langer S, Rouzrokh P, Khosravi B, Ganjizadeh A, Warren D, Daneshjou R, Moassefi M, Avval AH, Sotardi S, Tenenholtz N, Kitamura F, Kline T
Chondrocyte maturation bridges two cross-inhibitory subnetworks of the skeletal cell gene regulatory network.
Gómez-Picos P, Ovens K, Ashique AM, Hassanzadeh M, McQuillan I, Eames BF
Efficient Wheat Head Segmentation with Minimal Annotation: A Generative Approach.
Myers J, Najafian K, Maleki F, Ovens K
Proteoglycan inhibition of canonical BMP-dependent cartilage maturation delays endochondral ossification.
Koosha E, Brenna CTA, Ashique AM, Jain N, Ovens K, Koike T, Kitagawa H, Eames BF
Common features of cartilage maturation are not conserved in an amphibian model.
Nguyen JKB, Gómez-Picos P, Liu Y, Ovens K, Eames BF
Deciphering the functions of Stromal Interaction Molecule-1 in amelogenesis using AmelX-iCre mice.
Said R, Mortazavi H, Cooper D, Ovens K, McQuillan I, Papagerakis S, Papagerakis P
Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls.
Maleki F, Ovens K, Gupta R, Reinhold C, Spatz A, Forghani R
Limb Mesoderm and Head Ectomesenchyme Both Express a Core Transcriptional Program During Chondrocyte Differentiation.
Gomez-Picos P, Ovens K, Eames BF
Preliminary evidence of different selection pressures on cancer cells as compared to normal tissues.
Ovens K, Naugler C
Advancing Phenotyping Research through AI-Powered Hyperspectral Drone Imaging
Principal investigators: Maleki, Farhad
Keywords: phenotyping; precisoin agriculture; hyperspectral imaging; deep learning; hyperspectral data processing
Advanced AI research platform for biological imaging: Enhancing annotation, visualization, and data management
Principal investigators: Ovens, Katie KL
Keywords: bioinformatics; biological imaging; computer vision; data science; deep learning
Representation learning of complex networks for the analysis of biological systems
Principal investigators: Ovens, Katie
Representation learning of complex networks for the analysis of biological systems
Principal investigators: Ovens, Katie
Keywords: complex network analysis; machine learning; deep learning; biological network analysis; graph neural networks; computational biology; imaging analysis; multi-modal learning; representation learning
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Katie Ovens and Farhad Maleki: 3 shared papers
- David Cooper and Petros Papagerakis: 2 shared papers
- Christopher Naugler and Katie Ovens: 2 shared papers
- Ian McQuillan and Katie Ovens: 2 shared papers
- David Cooper and Ian McQuillan: 1 shared paper
- David Cooper and Katie Ovens: 1 shared paper
- Caroline Reinhold and Katie Ovens: 1 shared paper
- Caroline Reinhold and Farhad Maleki: 1 shared paper
- Ian McQuillan and Petros Papagerakis: 1 shared paper
- Petros Papagerakis and Katie Ovens: 1 shared paper
- Computer Science
- Pathology and Laboratory Medicine
- Radiology and Diagnostic Imaging
- Anatomy, Physiology and Pharmacology (APP)
- Dentistry, College of
Co-authors at University of Calgary, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Farhad Maleki
Computer Science
3 shared papers, latest 2025
Christopher Naugler
Pathology and Laboratory Medicine
2 shared papers, latest 2012
Ian McQuillan
Computer Science
2 shared papers, latest 2025
David Cooper
Anatomy, Physiology and Pharmacology (APP)
1 shared papers, latest 2023
Caroline Reinhold
Radiology and Diagnostic Imaging
1 shared papers, latest 2023
Petros Papagerakis
Dentistry, College of
1 shared papers, latest 2023
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