'Class discovery' diaporamas de présentation

Computer Aid Discovery Course: Molecular Classification of Cancer

1.12k views • 94 slides

Graph-based consensus clustering for class discovery from gene expression data

Graph-based consensus clustering for class discovery from gene expression data. Zhiwen Yum, Hau-San Wong and Hongqiang Wang Bioinformatics, 2007. Outline. Introduction Methods Experiment Conclusion. Introduction. Class discovery consists of two steps:

545 views • 40 slides

Application of Class Discovery and Class Prediction Methods to Microarray Data

Application of Class Discovery and Class Prediction Methods to Microarray Data. Kellie J. Archer, Ph.D. Assistant Professor Department of Biostatistics kjarcher@vcu.edu. Basis of Cancer Diagnosis. Pathologist makes an interpretation based upon a compendium of knowledge which may include

433 views • 31 slides

Graphical Exploration of Gene Expression Data by Spectral Map Analysis

413 views • 27 slides

Instance-based Classification

Instance-based Classification. Examine the training samples each time a new query instance is given. The relationship between the new query instance and training examples will be checked to assign a class label to the query instance. KNN: k-Nearest Neighbor.

381 views • 27 slides

T.R. Golub et al., Science 286, 531 (1999)

Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. T.R. Golub et al., Science 286, 531 (1999). Introduction. Why is Identification of Cancer Class (tumor sub-type) important?

361 views • 23 slides

Molecular Classification of Cancer

Molecular Classification of Cancer. Christopher Davis Mark Fleharty. Introduction. Clinical applications of computational molecular biology Class prediction Class discovery. Topics of Discussion. Acute Leukemia AML ALL DNA Microarrays Data mining methods. Acute Leukemia.

362 views • 20 slides

The National Trial Lawyers Trial Lawyers Summit Miami Beach, Florida

The National Trial Lawyers Trial Lawyers Summit Miami Beach, Florida. Fighting the Class Action Battle: What Every Trial Lawyer Needs to Know About Filing the Class Certification Motion January 30, 2013. Adam J. Levitt Wolf Haldenstein Adler Freeman & Herz LLC (312) 984-0000

356 views • 18 slides

Michael D. Radmacher, Ph.D. Biometric Research Branch National Cancer Institute

Class Prediction Based on Gene Expression Data Issues in the Design and Analysis of Microarray Experiments. Michael D. Radmacher, Ph.D. Biometric Research Branch National Cancer Institute. One Potential of Gene Expression Data.

202 views • 13 slides