Recognition of Lung Adenocarcinoma-specific Gene Pair Based on Genetic Algorithm and Establishment of a Deep Learning Prediction Model.
CONCLUSION: We construct a diagnostic classification model that is capable to accurately predict normal samples and disease samples. Comparing with the traditional methods which takes ingle gene as a feature, the relative difference between gene pairs is a higher order feature, leverage high-order features to build the model can avoid instability caused by a single gene mutation, making the prediction results more reliable.
PMID: 31142257 [PubMed - as supplied by publisher]
Source: Combinatorial Chemistry and High Throughput Screening - Category: Chemistry Authors: Zhao Z, Fan X, Yang L, Song J, Fang S, Tu J, Chen M, Zheng L, Wu F, Zhang D, Xihui Y, Ji J Tags: Comb Chem High Throughput Screen Source Type: research
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