A/Prof Peter Brotchie
Honorary (Principal Fellow)
Department of Radiology
47 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
AutoCumulus: an automated mammographic density measure created using artificial intelligence.
DOI: 10.1186/s12885-026-16264-z2026
Journal article
AI-based BRAIx risk score for the intermediate-term prediction of breast cancer: a population cohort study
DOI: 10.1016/j.landig.2026.1009872025
Journal article
Visual Perception and Fixation Patterns in an Individual with Ventral Simultanagnosia, Integrative Agnosia and Bilateral Visual Field Loss
DOI: 10.3390/neurolint170701052025
Journal article
Applications and potential of machine, learning augmented chest X-ray interpretation in cardiology
DOI: 10.23736/S2724-5683.24.06288-42024
Journal article
Comparison of AI-integrated pathways with human-AI interaction in population mammographic screening for breast cancer
DOI: 10.1038/s41467-024-51725-82024
Journal article
BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations
DOI: 10.1016/j.media.2024.1031922024
Journal article
Effects of a comprehensive brain computed tomography deep learning model on radiologist detection accuracy
DOI: 10.1007/s00330-023-10074-8
RECENT SCHOLARLY WORKS
2024
Journal article
Using neural networks to autonomously assess adequacy in intraoperative cholangiograms
DOI: 10.1007/s00464-024-10768-02023
Journal article
ADMANI: Annotated Digital Mammograms and Associated Non-Image Datasets
DOI: 10.1148/ryai.2200722023
Journal article
Machine Learning Augmented Interpretation of Chest X-rays: A Systematic Review
DOI: 10.3390/diagnostics13040743
RECENT PROJECTS
2012
Research Grant
Getting Back on Track After the Unexpected Happens: Decision Making in Predictable and Unpredictable Environments