User profiles for R. B. Altman

Russ B Altman

Professor Stanford University
Verified email at stanford.edu
Cited by 65734

Missing value estimation methods for DNA microarrays

…, T Hastie, R Tibshirani, D Botstein, RB Altman - …, 2001 - academic.oup.com
Motivation: Gene expression microarray experiments can generate data sets with multiple
missing expression values. Unfortunately, many algorithms for gene expression analysis …

Pharmacogenomics knowledge for personalized medicine

…, K Sangkuhl, CF Thorn, RB Altman… - Clinical …, 2012 - Wiley Online Library
The Pharmacogenomics Knowledgebase (PharmGKB) is a resource that collects, curates,
and disseminates information about the impact of human genetic variation on drug responses. …

Doxorubicin pathways: pharmacodynamics and adverse effects

…, H McLeod, TE Klein, RB Altman - Pharmacogenetics …, 2011 - journals.lww.com
The goal of this study is to give a brief background on the literature supporting the PharmGKB
pathway about doxorubicin action, and provides a summary of this active area of research. …

Diversity of gene expression in adenocarcinoma of the lung

…, CM Perou, RI Whyte, RB Altman… - Proceedings of the …, 2001 - National Acad Sciences
The global gene expression profiles for 67 human lung tumors representing 56 patients were
examined by using 24,000-element cDNA microarrays. Subdivision of the tumors based on …

[HTML][HTML] Guidelines for investigating causality of sequence variants in human disease

…, J Shendure, GR Abecasis, DR Adams, RB Altman… - Nature, 2014 - nature.com
The discovery of rare genetic variants is accelerating, and clear guidelines for distinguishing
disease-causing sequence variants from the many potentially functional variants present in …

[HTML][HTML] Personal omics profiling reveals dynamic molecular and medical phenotypes

…, PL Greenberg, P Snyder, TE Klein, RB Altman… - Cell, 2012 - cell.com
Personalized medicine is expected to benefit from combining genomic information with regular
monitoring of physiological states by multiple high-throughput methods. Here, we present …

Principal components analysis to summarize microarray experiments: application to sporulation time series

S Raychaudhuri, JM Stuart, RB Altman - Biocomputing 2000, 1999 - World Scientific
A series of microarray experiments produces observations of differential expression for
thousands of genes across multiple conditions. It is often not clear whether a set of experiments …

The chemical genomic portrait of yeast: uncovering a phenotype for all genes

…, M Proctor, RP St. Onge, M Tyers, D Koller, RB Altman… - Science, 2008 - science.org
Genetics aims to understand the relation between genotype and phenotype. However,
because complete deletion of most yeast genes (∼80%) has no obvious phenotypic …

[HTML][HTML] Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

KH Yu, C Zhang, GJ Berry, RB Altman, C Ré… - Nature …, 2016 - nature.com
Lung cancer is the most prevalent cancer worldwide, and histopathological assessment is
indispensable for its diagnosis. However, human evaluation of pathology slides cannot …

[HTML][HTML] Machine learning in chemoinformatics and drug discovery

YC Lo, SE Rensi, W Torng, RB Altman - Drug discovery today, 2018 - Elsevier
… Rensi and Altman developed a method for computing the similarity of chemical transformations
using Tanimoto kernel embedded fingerprints and extended a fuzzy search capability to …