FlowAnd: Comprehensive Computational Framework for Flow Cytometry Data Analysis
نویسندگان
چکیده
منابع مشابه
Computational analysis of high-throughput flow cytometry data.
INTRODUCTION Flow cytometry has been around for over 40 years, but only recently has the opportunity arisen to move into the high-throughput domain. The technology is now available and is highly competitive with imaging tools under the right conditions. Flow cytometry has, however, been a technology that has focused on its unique ability to study single cells and appropriate analytical tools ar...
متن کاملAutoGate: automating analysis of flow cytometry data.
Nowadays, one can hardly imagine biology and medicine without flow cytometry to measure CD4 T cell counts in HIV, follow bone marrow transplant patients, characterize leukemias, etc. Similarly, without flow cytometry, there would be a bleak future for stem cell deployment, HIV drug development and full characterization of the cells and cell interactions in the immune system. But while flow inst...
متن کاملA computational framework for exploratory data analysis
We introduce the Exploration Machine (Exploratory Observation Machine, XOM) as a novel versatile method for the analysis of multidimensional data. XOM systematically inverts structural and functional components of so-called topology-preserving mappings. It provides a surprising flexibility to simultaneously contribute to complementary domains of unsupervised learning for exploratory pattern ana...
متن کاملFlow cytometry data analysis using Bioconductor - A typical work flow
The advent of high throughput techniques has resulted in the generation of large flow cytometry (FCM) data sets. Along with the task of acquiring the data comes the task of storing, managing, quality control, data analysis and data summarization to a condensed form that can be interpreted by the researcher. Open source Bioconductor packages for analysis of flow cytometry data provides a unified...
متن کاملPublishing flow cytometry data.
Cellular measurements by flow cytometric analysis constitute an important step toward understanding individual attributes within a population of cells. Assessing individual cells within a population by protein expression using fluorescently labeled antibodies and other fluorescent probes can identify cellular patterns. The technology for accurately identifying subtle changes in protein expressi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Proteomics & Bioinformatics
سال: 2011
ISSN: 0974-276X
DOI: 10.4172/jpb.1000197