A/Prof Katie Davey
Associate Professor
Department of Biomedical Engineering
46 Scholarly works
3 Projects
HIGHLIGHTS
2026
Journal article
Revealing early subchondral bone structural changes in osteoarthritis progression in a collagenase-induced mouse model using microCT
DOI: 10.1016/j.bone.2025.1176872026
Book Chapter
Resolving the Overlap of Macrovascular and Microvascular Flow Components in Digital Subtraction Angiography for Cerebral Reperfusion Assessment
DOI: 10.1007/978-3-032-04981-0_502025
Conference Proceedings
Quasi-instantaneous subject-specific slice-by-slice pTx pulse design with Deep Learning: application to 2D diffusion MRI
DOI: 10.58530/2025/34432025
Journal article
A Review of the Intraoperative Use of Artificial Intelligence in Urologic Surgery
DOI: 10.3390/siuj60100052025
Thesis / Dissertation
Time-lapse in vivo joint imaging of osteoarthritis onset and progression
2024
Research contracts (non-grants)
Detection of Fluid Overload and Oedema in Critically Ill Children.
2021
Research Contracts
Using Artificial Intelligence to Prevent Complications in Gallbladder Surgery
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
In vivo micro computed tomography imaging allows longitudinal assessment of multi-scale changes to whole joint with progression of OA
DOI: 10.1016/j.ostima.2025.1003002025
Conference Proceedings
Revealing early subchondral bone structural changes in osteoarthritis progression in a collagenase-induced mouse model using micro computed tomography
DOI: 10.1016/j.ostima.2025.1003012024
Journal article
Recovering high-quality fiber orientation distributions from a reduced number of diffusion-weighted images using a model-driven deep learning architecture
DOI: 10.1002/mrm.301872024
Conference Proceedings
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery
2024
Journal article
Using neural networks to autonomously assess adequacy in intraoperative cholangiograms
DOI: 10.1007/s00464-024-10768-02024
Journal article
Empirical Modelling Workflow for Resolution Invariant Assessment of Osteophytes
DOI: 10.1109/TBME.2024.3431634
RECENT PROJECTS
2016
Internal Research Grant
Application of Control Theory to Neural Learning With Clinical Translation to Neural Prostheses