Titlebook: Clinical Text Mining; Secondary Use of Ele Hercules Dalianis Book‘‘‘‘‘‘‘‘ 2018 The Editor(s) (if applicable) and The Author(s) 2018 Data Mi

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空洞

abnegate

Medical Classifications and Terminologies,This chapter presents the different medical classifications and terminologies as ICD diagnosis codes, SNOMED CT, MeSH, UMLS, ATC etc.

兵團(tuán)

Evaluation Metrics and Evaluation,This chapter describes the metrics for the evaluation of information retrieval and natural language processing systems, the annotation techniques and evaluation metrics and the concepts of training, development and evaluations sets for information retrieval systems.

松軟無力

Basic Building Blocks for Clinical Text Processing,This chapter presents the basic building blocks for clinical text processing and relates them to the building blocks for standard text processing using natural languages processing techniques.

IVORY

Computational Methods for Text Analysis and Text Classification,This chapter presents the computational methods for text analysis and text classification, including both rule-based and machine learning-based methods such as unsupervised and supervised methods.

instate

Ethics and Privacy of Patient Records for Clinical Text Mining Research,This chapter discusses ethical issues while working with sensitive material such as patient records, how to apply for ethical permission, the safe storage of sensitive data and other privacy-related topics.

Hallowed

Applications of Clinical Text Mining,This chapter presents various applications of clinical text mining that all use the electronic patient record text as input data.

orient

Networks and Shared Tasks in Clinical Text Mining,This chapter provides a short survey about the most important conferences, workshops, journals, and research networks related to clinical text mining.

輕推