Identifying SNARE Proteins Using an Alignment-Free Method Based on Multiscan Convolutional Neural Network and PSSM Profiles
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Chemical Information and Modeling"
DOI: 10.1021/acs.jcim.2c01034
Abstract: Background: SNARE proteins play a vital role in membrane fusion and cellular physiology and pathological processes. Many potential therapeutics for mental diseases or even cancer based on SNAREs are also developed. Therefore, there is a… read more here.
Keywords: neural network; snare; pssm profiles; convolutional neural ... See more keywords
iT3SE-PX: Identification of Bacterial Type III Secreted Effectors Using PSSM Profiles and XGBoost Feature Selection
Sign Up to like & getrecommendations! Published in 2021 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2021/6690299
Abstract: Identification of bacterial type III secreted effectors (T3SEs) has become a popular research topic in the field of bioinformatics due to its crucial role in understanding host-pathogen interaction and developing better therapeutic targets against the… read more here.
Keywords: bacterial type; iii secreted; identification bacterial; secreted effectors ... See more keywords
Classification of adaptor proteins using recurrent neural networks and PSSM profiles
Sign Up to like & getrecommendations! Published in 2019 at "BMC Genomics"
DOI: 10.1186/s12864-019-6335-4
Abstract: Adaptor proteins are carrier proteins that play a crucial role in signal transduction. They commonly consist of several modular domains, each having its own binding activity and operating by forming complexes with other intracellular-signaling molecules.… read more here.
Keywords: neural networks; biology; recurrent neural; pssm profiles ... See more keywords