AIMC Topic: Neoplasm Proteins

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A hybrid ensemble method based on double disturbance for classifying microarray data.

Bio-medical materials and engineering Jan 1, 2015
Microarray data has small samples and high dimension, and it contains a significant amount of irrelevant and redundant genes. This paper proposes a hybrid ensemble method based on double disturbance to improve classification performance. Firstly, ori...
Humans Machine Learning Algorithms Computer Simulation Neoplasms Gene Expression Profiling Models, Statistical Neoplasm Proteins Pattern Recognition, Automated Oligonucleotide Array Sequence Analysis
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Classification of Breast Cancer Resistant Protein (BCRP) Inhibitors and Non-Inhibitors Using Machine Learning Approaches.

Combinatorial chemistry & high throughput screening Jan 1, 2015
The breast cancer resistant protein (BCRP) is an important transporter and its inhibitors play an important role in cancer treatment by improving the oral bioavailability as well as blood brain barrier (BBB) permeability of anticancer drugs. In this ...
Humans Neural Networks, Computer Machine Learning Neoplasm Proteins ATP-Binding Cassette Transporters ATP Binding Cassette Transporter, Subfamily G, Member 2
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