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Donna K. Slonim

Researcher at Tufts University

Publications -  96
Citations -  24451

Donna K. Slonim is an academic researcher from Tufts University. The author has contributed to research in topics: Gene expression profiling & Genome. The author has an hindex of 36, co-authored 92 publications receiving 23749 citations. Previous affiliations of Donna K. Slonim include National Institutes of Health & Pfizer.

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Molecular classification of cancer: class discovery and class prediction by gene expression monitoring.

TL;DR: A generic approach to cancer classification based on gene expression monitoring by DNA microarrays is described and applied to human acute leukemias as a test case and suggests a general strategy for discovering and predicting cancer classes for other types of cancer, independent of previous biological knowledge.
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Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation

TL;DR: In this article, the application of self-organizing maps, a type of mathematical cluster analysis that is particularly well suited for recognizing and classifying features in complex, multidi-mensional data, is described.
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A gene map of the human genome

Gregory D. Schuler, +104 more
- 25 Oct 1996 - 
TL;DR: The gene map unifies the existing genetic and physical maps with the nucleotide and protein sequence databases in a fashion that should speed the discovery of genes underlying inherited human disease.