Deep Convolutional Radiomic Features on Diffusion Tensor Images for Classification of Glioma Grades

CBTRUS Statistical Report: Primary Brain and Central Nervous System Tumors Diagnosed in the United States in 2006-2010

Quinn T. Ostrom, Haley Gittleman, P Farah et al. · Neuro-Oncology · 2013 · 12.1K citations · Full text

Medicine, Neurology, Oncology +14

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

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Nima Tajbakhsh, J. Shin, Suryakanth Gurudu et al. · IEEE Transactions on Medical Imaging · 2016 · 3.2K citations · Full text

Computing, Computer Science, Radiology +15

Return of the Devil in the Details: Delving Deep into Convolutional Nets

Ken Chatfield, Karen Simonyan, Andrea Vedaldi et al. · 2014 · 3.1K citations

Computing, Computer Science, Computer Vision +11