A novel approach to feature extraction from classification models based on information gene pairs

Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring

Todd R. Golub, Donna K. Slonim, Pablo Tamayo et al. · Science · 1999 · 11.6K citations

Medicine, Molecular Biology, Oncology +16

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

Ash A. Alizadeh, Michael B. Eisen, R. Eric Davis et al. · Nature · 2000 · 10K citations

Life Sciences, Molecular Biology, Oncology +12

Missing value estimation methods for DNA microarrays

Olga G. Troyanskaya, Michael Cantor, Gavin Sherlock et al. · Bioinformatics · 2001 · 4.3K citations · Full text

Public Health, Bioinformatics, Biostatistics +15

Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

Uri Alon, Naama Barkai, Daniel A. Notterman et al. · Proceedings of the National Academy of Sciences · 1999 · 4.2K citations

Life Sciences, Molecular Biology, Oncology +14

Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks

Javed Khan, Jun S. Wei, Markus Ringnér et al. · Nature Medicine · 2001 · 2.7K citations · Full text

Life Sciences, Bioinformatics, Oncology +16