Andrew P. Bradley

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

Andrew P. Bradley · Pattern Recognition · 1997 · 7.1K citations

Data Classification, Classification Method, Engineering +13

Intelligible Support Vector Machines for Diagnosis of Diabetes Mellitus

Nahla Barakat, Andrew P. Bradley, Mohamed Nabil H Barakat · IEEE Transactions on Information Technology in Biomedicine · 2010 · 356 citations

Engineering, Machine Learning, Diagnosis +18

Perceptual quality metrics applied to still image compression

Michael P. Eckert, Andrew P. Bradley · Signal Processing · 1998 · 342 citations

Engineering, Image Analysis, Image Compression +4

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

Lena Maier‐Hein, Matthias Eisenmann, Annika Reinke et al. · Nature Communications · 2018 · 342 citations · Full text

A deep learning approach for the analysis of masses in mammograms with minimal user intervention

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · Medical Image Analysis · 2017 · 338 citations

Image Analysis, Machine Learning, Medical Imaging +15