Ependymoma and pilocytic astrocytoma: Differentiation using radiomics approach based on machine learning

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

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

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 8.3K citations

Medicine, Bioinformatics, Biomedical Informatics +17

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J.W.L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar et al. · Nature Communications · 2014 · 5.1K citations · Full text

Medicine, Oncology, Radiology +17

Deep learning in biomedicine

Michael Wainberg, Daniele Merico, Andrew Delong et al. · Nature Biotechnology · 2018 · 604 citations

Medicine, Biomedical Informatics, Biomedical Sciences +6