Computational Methods for Predicting Post-Translational Modification Sites

Dukka B. Kc

ISBN 10: 1071623168 / ISBN 13: 9781071623169

Published by Springer US, Springer US Jun 2022, 2022

About this Item

Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 344 pp. Englisch.

Seller Inventory # 9781071623169

Bibliographic Details

• Title: Computational Methods for Predicting Post-Translational Modification Sites
• Publisher: Springer US, Springer US Jun 2022
• Publication Date: 2022
• Language: English
• ISBN 10: 1071623168
• ISBN 13: 9781071623169
• Binding: Buch
• Condition: Neu
• Dimensions: 260W x 183H x 25D millimeters 260 millimeters width by 183 millimeters height by 25 millimeters depth
• Weight: 845 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.