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Humana Computational Methods for Predicting PTM Sites 2499

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Description

This Humana publication provides a comprehensive guide to computational approaches for predicting post-translational modification (PTM) sites. As part of the Methods in Molecular Biology series, volume 2499 offers in-depth technical details on various predictive methodologies. Readers will find detailed information on algorithms and state-of-the-art Deep Learning based approaches. The text covers the use of hand-crafted features, physico-chemical based features, and both sequence-based and structure-based features. It also addresses practical challenges such as obtaining negative training data. Each chapter is designed for practical application, including an introduction to the topic, necessary materials and reagents, troubleshooting tips, and step-by-step instructions for implementation.

Key Features

This Humana volume details computational approaches for predicting a wide variety of PTM sites.

Chapters provide technical depth on algorithms and modern Deep Learning based approaches.

The text covers diverse feature types including hand-crafted, physico-chemical, sequence-based, and structure-based features.

Each chapter includes essential materials, reagents, and step-by-step instructions for practical use.

Practical guidance is provided through troubleshooting tips and information on known pitfalls.

Product Specifications

Brand
Humana
Format
paperback
Domain
Amazon UK
Release Date
14 June 2023
Listed Since
18 May 2023

Barcode

No barcode data available

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