Rehman, Mobeen Ur; Chong, Kil To published an article in 2020, the title of the article was DNA6mA-MINT: DNA-6mA modification identification neural tool.Recommanded Product: N-Methyl-7H-purin-6-amine And the article contains the following content:
DNA N6-methyladenine (6mA) is part of numerous biol. processes including DNA repair, DNA replication, and DNA transcription. The 6mA modification sites hold a great impact when their biol. function is under consideration. Research in biochem. experiments for this purpose is carried out and they have demonstrated good results. However, they proved not to be a practical solution when accessed under cost and time parameters. This led researchers to develop computational models to fulfill the requirement of modification identification. In consensus, we have developed a computational model recommended by Chou’s 5-steps rule. The Neural Network (NN) model uses convolution layers to extract the high-level features from the encoded binary sequence. These extracted features were given an optimal interpretation by using a Long Short-Term Memory (LSTM) layer. The proposed architecture showed higher performance compared to state-of-the-art techniques. The proposed model is evaluated on Mus musculus, Rice, and “Combined-species” genomes with 5- and 10-fold cross-validation. Further, with access to a user-friendly web server, publicly available can be accessed freely. The experimental process involved the reaction of N-Methyl-7H-purin-6-amine(cas: 443-72-1).Recommanded Product: N-Methyl-7H-purin-6-amine
The Article related to n6 methyladenine genome dna replication convolutional neural network, chou’s 5-steps rule, convolution neural network (cnn), dna n6-methyladenine, long short-term memory (lstm), computational biology and other aspects.Recommanded Product: N-Methyl-7H-purin-6-amine
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