Classification of the Medical Images by the Kohonen Network SOM and LVQ

A survey of image classification methods and techniques for improving classification performance

Dengsheng Lu, Qihao Weng · International Journal of Remote Sensing · 2007 · 3.4K citations

Computing, Geoinformatics, Geographic Information Science +16

Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images

Meritxell Bach Cuadra, Leila Cammoun, Torsten Butz et al. · IEEE Transactions on Medical Imaging · 2005 · 373 citations · Full text

Medicine, Computer Science, Radiology +17

Brain tumor classification based on long echo proton MRS signals

Andy Devos, Johan A. K. Suykens, L. Vanhamme et al. · Artificial Intelligence in Medicine · 2004 · 188 citations

Medicine, Oncology, Radiology +12

Combining image compression and classification using vector quantization

K.L. Oehler, Robert M. Gray · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1995 · 133 citations

Computing, Computer Science, Electrical Engineering +14

A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection

Jan Luts, Arend Heerschap, Johan A. K. Suykens et al. · Artificial Intelligence in Medicine · 2007 · 89 citations

Medicine, Neuroscience, Radiology +17