Natural Language Processing in Biomedicine

Name: Natural Language Processing in Biomedicine
Brand: Springer, Berlin
SKU: 9783031558641
Price: 92.87 EUR
Availability: InStock

A Practical Guide

Автор: Hua Xu, Dina Demner Fushman

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 10-13 дни

92.87 € 181.64 лв

This textbook covers broad topics within the application of natural language processing (NLP) in bio...

Информация за книгата

Автор

Hua Xu, Dina Demner Fushman

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2024

страници

280

EAN

9783031558641

Enbook ID

44798853

Издател

Springer, Berlin

Теглоt

935

Размери

155 x 235

Пълно описание

This textbook covers broad topics within the application of natural language processing (NLP) in biomedicine, and provides in-depth review of the NLP solutions that reveal information embedded in biomedical text. The need for biomedical NLP research and development has grown rapidly in the past two decades as an important field in cognitive informatics. Natural Language Processing in Biomedicine: A Practical Guide introduces the history of the biomedical NLP field and takes the reader through the basic aspects of NLP including different levels of linguistic information and widely used machine learning and deep learning algorithms. The book details common biomedical NLP tasks, such as named entity recognition, concept normalization, relation extraction, text classification, information retrieval, and question answering. The book illustrates the tasks with real-life use cases and introduces real-world datasets, novel machine learning and deep learning algorithms, and large language models. Relevant resources for corpora and medical terminologies are also introduced. The final chapters are devoted to discussing applications of biomedical NLP in healthcare and life sciences. This textbook therefore represents essential reading for students in biomedical informatics programs, as well as for professionals who are conducting research or building biomedical NLP systems.

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Natural Language Processing in Biomedicine

A Practical Guide

Информация за книгата

Пълно описание

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