タンパク質機能予測:研究法・プロトコル(第2版)
Protein Function Prediction
Methods and Protocols
Methods in Molecular Biology
Kurgan, Lukasz (EDT)
Kihara, Daisuke (EDT)
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This fully updated volume explores a wide array of new and state-of-the-art tools and resources for protein function prediction. Beginning with in-depth overviews of essential underlying computational techniques, such as machine learning, multi-task learning, protein language models, and deep learning, the book continues by covering specific tools for protein function prediction, ranging from gene ontology-term predictions to the predictions of binding sites, protein localization and solubility, signal peptides, intrinsic disorder, and intrinsically disordered binding regions, as well as presenting databases that address protein moonlighting and protein binding.