Andrew P. Bradley - Researcher Profile

Publications

4 shown

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Andrew P. Bradley

1997 Pattern Recognition 6933 citations

Why rankings of biomedical image analysis competitions should be interpreted with care

Lena Maier‐Hein , Matthias Eisenmann , Annika Reinke +35 more

2018 Nature Communications 330 citations

The multiscale classifier

Brian C. Lovell , Andrew P. Bradley

Proposes a rule-based inductive learning algorithm called multiscale classification (MSC). It can be applied to any N-dimensional real or binary classification problem to classi...

1996 IEEE Transactions on Pattern Analysis... 50 citations

Detecting hip fractures with radiologist-level performance using deep neural networks

William A. Gale , Luke Oakden‐Rayner , Gustavo Carneiro +2 more

We developed an automated deep learning system to detect hip fractures from frontal pelvic x-rays, an important and common radiological task. Our system was trained on a decade ...

2017 arXiv (Cornell University) 54 citations

Frequent Co-Authors

Researcher Info

h-index: 4
Publications: 4
Citations: 7,367
Institution: The University of Queensland

External Links

ORCID Profile Google Scholar

Identifiers

ORCID: 0000-0003-0109-6844

Impact Metrics

h-index 4

h-index: Number of publications with at least h citations each.