Breast cancer detection using MRF-based probable texture feature and decision-level fusion-based classification using HMM on thermography images

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16

Cancer Statistics, 2010

Ahmedin Jemal, Rebecca L. Siegel, Jiaquan Xu et al. · CA A Cancer Journal for Clinicians · 2010 · 12.6K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong et al. · Journal of Chemical Information and Computer Sciences · 2003 · 3.6K citations

Computing, Medicinal Chemistry, Drug Discovery +16

Markov random field for tumor detection in digital mammography

Huawei Li, Maria Kallergi, Laurence P. Clarke et al. · IEEE Transactions on Medical Imaging · 1995 · 246 citations

Medicine, Biomedical Engineering, Radiology +17

Thermography based breast cancer analysis using statistical features and fuzzy classification

G. Bradley Schaefer, Michal Závišek, Tomoharu Nakashima · Pattern Recognition · 2008 · 180 citations · Full text

Medicine, Biomedical Engineering, Oncology +16