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

Neural networks for pattern recognition

1994 • 19,343 citations

Cluster analysis and display of genome-wide expression patterns

1998 • 16,410 citations

Molecular portraits of human breast tumours

2000 • 15,445 citations

Evaluation of Factors Related to Late Recurrence - Later than 10 Years after the Initial Treatment - in Primary Breast Cancer

2013 • 12,861 citations

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

1999 • 11,586 citations

Neural Networks for Pattern Recognition

1995 • 10,372 citations

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

2000 • 9,712 citations

Principal Component Analysis

1988 • 8,927 citations

Principal Component Analysis

1986 • 7,864 citations

Ki67 expression in breast cancer

2016 • 4,269 citations

Support vector machine classification and validation of cancer tissue samples using microarray expression data

2000 • 2,446 citations

Knowledge-based analysis of microarray gene expression data by using support vector machines

2000 • 2,328 citations

Molecular classification of cutaneous malignant melanoma by gene expression profiling

2000 • 2,011 citations

Use of a cDNA microarray to analyse gene expression patterns in human cancer

1996 • 2,002 citations

Principles and Practice of Pediatric Oncology

1990 • 2,002 citations

Principles and Practice of Pediatric Oncology

1997 • 635 citations

Ratio-based decisions and the quantitative analysis of cDNA microarray images

1997 • 539 citations

Gene expression profiling of alveolar rhabdomyosarcoma with cDNA microarrays.

1998 • 444 citations

cDNA microarrays detect activation of a myogenic transcription program by thePAX3-FKHRfusion oncogene

1999 • 313 citations

Differential Expression of the Fibroblast Growth Factor Receptor (FGFR) Multigene Family in Normal Human Adult Tissues

1997 • 271 citations

Experimental evidence for a neural origin of Ewing's sarcoma of bone.

1987 • 261 citations

Insulin-like growth factor II acts as an autocrine growth and motility factor in human rhabdomyosarcoma tumors.

1990 • 242 citations

H36-alpha 7 is a novel integrin alpha chain that is developmentally regulated during skeletal myogenesis [published erratum appears in J Cell Biol 1992 Jul;118(1):213]

1992 • 236 citations

Neuroblastoma and the differential diagnosis of small-, round-, blue-cell tumors

1983 • 227 citations

Myogenin is a Specific Marker for Rhabdomyosarcoma: An Immunohistochemical Study in Paraffin-Embedded Tissues

2000 • 213 citations

Overexpression of the pseudoautosomal gene MIC2 in Ewing's sarcoma and peripheral primitive neuroectodermal tumor.

1990 • 186 citations

Acute Myocardial Infarction Detected in the 12-Lead ECG by Artificial Neural Networks

1997 • 175 citations

Microglia and astrocytes in the adult rat brain: comparative immunocytochemical analysis demonstrates the efficacy of lipocortin 1 immunoreactivity

2000 • 157 citations

Amplification of fgfr4 gene in human breast and gynecological cancers

1993 • 146 citations

Expression of the Fgf6 gene is restricted to developing skeletal muscle in the mouse embryo

1993 • 130 citations

Fibroblast growth factor receptors display both common and distinct signaling pathways.

1995 • 125 citations

Distinct expression patterns of insulin-like growth factor binding proteins 2 and 5 during fetal and postnatal development.

1994 • 104 citations

Artificial neural networks in chest radiography: Application to the differential diagnosis of interstitial lung disease

1999 • 95 citations

Sequence of an expressed human β-tubulin gene containing tenAlufamily members

1984 • 94 citations

Diagnosis of Ewing's sarcoma and peripheral neuroectodermal tumour based on the detection of t(11;22) using fluorescence in situ hybridisation

1993 • 79 citations

REVIEW ARTICLE. THE MOLECULAR PATHOLOGY OF SMALL ROUND-CELL TUMOURS—RELEVANCE TO DIAGNOSIS, PROGNOSIS, AND CLASSIFICATION

1996 • 76 citations

A basis for differentiating among the multiple human Mu-glutathione S-transferases and molecular cloning of brain GSTM5.

1993 • 64 citations

Differentially expressed olfactomedin-related glycoproteins (Pancortins) in the brain

1998 • 58 citations

Human Fetal Muscle and Cultured Myotubes Derived from It Contain a Fetal-Specific Myosin Light Chain

1983 • 42 citations

Characterization of Human Glycogenin-2, a Self-glucosylating Initiator of Liver Glycogen Metabolism

1998 • 39 citations

Classification of Arrhythmic Events in Ambulatory Electrocardiogram, Using Artificial Neural Networks

1995 • 31 citations

Neural network analysis of breast cancer from MRI findings.

1998 • 28 citations

Two additional protein-tyrosine kinases expressed in human lung: fourth member of the fibroblast growth factor receptor family and an intracellular protein-tyrosine kinase.

1991 • 27 citations

Myogenesis in cultures of uniparental mouse embryonic stem cells: differing patterns of expression of myogenic regulatory factors.

1997 • 21 citations