Correct classification is crucial to cancer diagnosis and treatment. We demonstrate that a new family of neural network architectures-Ellipsoid ART and ARTMAP (EA/EAM)-can cluster and classify tissues successfully through analysis of gene expression data generated by DNA microarray experiment
Cancer tissue-of-origin specific biomarkers are needed for effective diagnosis, monitoring, and trea...
Background Accurate cancer classification is essential for correct treatment select...
Cancer, one of the most common killers of modern human, is caused by malfunctioning hereditary mater...
To accurately identify the site of origin of a tumor is crucial to cancer diagnosis and treatment. W...
The application of DNA microarray technology for analysis of gene expression creates enormous opport...
Cancer is a term that denotes a group of diseases caused by the abnormal growth of cells that can sp...
DNA microarray technology allows detection of the expression levels of thousands of genes at a time,...
In recent years, the advent of experimental methods top robe gene expression profiles of cancer on a...
With the emergence and rapid advancement of DNA microarray technologies, construction of gene expres...
The accumulation of large-scale data gathered from experiments and tests in the medical field prompt...
Microarray has been a challenging yet intriguing field in biotechnology. It is also one of the most ...
As an important experimental technology, DNA microarray provides an effective way to measure the exp...
A variety of methods are used in order to classify cancer gene expression profiles based on microarr...
It is crucial for cancer diagnosis and treatment to accurately identify the site of origin of a tumo...
Motivation: The increasing use of DNA microarray-based tumor gene expression profiles for cancer dia...
Cancer tissue-of-origin specific biomarkers are needed for effective diagnosis, monitoring, and trea...
Background Accurate cancer classification is essential for correct treatment select...
Cancer, one of the most common killers of modern human, is caused by malfunctioning hereditary mater...
To accurately identify the site of origin of a tumor is crucial to cancer diagnosis and treatment. W...
The application of DNA microarray technology for analysis of gene expression creates enormous opport...
Cancer is a term that denotes a group of diseases caused by the abnormal growth of cells that can sp...
DNA microarray technology allows detection of the expression levels of thousands of genes at a time,...
In recent years, the advent of experimental methods top robe gene expression profiles of cancer on a...
With the emergence and rapid advancement of DNA microarray technologies, construction of gene expres...
The accumulation of large-scale data gathered from experiments and tests in the medical field prompt...
Microarray has been a challenging yet intriguing field in biotechnology. It is also one of the most ...
As an important experimental technology, DNA microarray provides an effective way to measure the exp...
A variety of methods are used in order to classify cancer gene expression profiles based on microarr...
It is crucial for cancer diagnosis and treatment to accurately identify the site of origin of a tumo...
Motivation: The increasing use of DNA microarray-based tumor gene expression profiles for cancer dia...
Cancer tissue-of-origin specific biomarkers are needed for effective diagnosis, monitoring, and trea...
Background Accurate cancer classification is essential for correct treatment select...
Cancer, one of the most common killers of modern human, is caused by malfunctioning hereditary mater...