Computational Methods for Predicting Post-Translational Modification Sites

Dukka B. Kc

ISBN 10: 1071623192 / ISBN 13: 9781071623190

Published by Springer US, Springer US, 2023

About this Item

Druck auf Anfrage Neuware - Printed after ordering - This volume describes computational approaches to predict multitudes of PTM sites. Chapters describe in depth approaches on algorithms, state-of-the-art Deep Learning based approaches, hand-crafted features, physico-chemical based features, issues related to obtaining negative training, sequence-based features, and structure-based features. Written in the format of the highly successfulMethods in Molecular Biologyseries, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols.Authoritative and cutting-edge,Authoritative and cutting-edge,Computational Methods for Predicting Post-Translational Modification Sites aimsto be ausefulguide for researchers who are interested in the field of PTM site prediction.

Seller Inventory # 9781071623190

Bibliographic Details

• Title: Computational Methods for Predicting Post-Translational Modification Sites
• Publisher: Springer US, Springer US
• Publication Date: 2023
• Language: English
• ISBN 10: 1071623192
• ISBN 13: 9781071623190
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 254W x 178H x 19D millimeters 254 millimeters width by 178 millimeters height by 19 millimeters depth
• Weight: 648 grams

About this title

Synopsis

This volume describes computational approaches to predict multitudes of PTM sites. Chapters describe in depth approaches on algorithms, state-of-the-art Deep Learning based approaches, hand-crafted features, physico-chemical based features, issues related to obtaining negative training, sequence-based features, and structure-based features. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols.

 Authoritative and cutting-edge, Authoritative and cutting-edge,  Computational Methods for Predicting Post-Translational Modification Sites aims to be a useful guide for researchers who are interested in the field of PTM site prediction.