Clinical Text Mining: Secondary Use of Electronic Patient Records
[amazon_link asins=’3319785028′ template=’ProductAd’ store=’aishabano-20′ marketplace=’US’ link_id=’71b85213-803f-11e8-a9e5-8169e26b3f5d’]
DOWNLOAD THIS BOOK FREE HERE
This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records.
It is divided into twelve chapters. Chapters 1-4 discuss the history and background of the original paper-based patient records, their purpose, and how they are written and structured. These initial chapters do not require any technical or medical background knowledge. The remaining eight chapters are more technical in nature and describe various medical classifications and terminologies such as ICD diagnosis codes, SNOMED CT, MeSH, UMLS, and ATC. Chapters 5-10 cover basic tools for natural language processing and information retrieval, and how to apply them to clinical text. The difference between rule-based and machine learning-based methods, as well as between supervised and unsupervised machine learning methods, are also explained. Next, ethical concerns regarding the use of sensitive patient records for research purposes are discussed, including methods for de-identifying electronic patient records and safely storing patient records. The book’s closing chapters present a number of applications in clinical text mining and summarise the lessons learned from the previous chapters.The book provides a comprehensive overview of technical issues arising in clinical text mining, and offers a valuable guide for advanced students in health informatics, computational linguistics, and information retrieval, and for researchers entering these fields
This website strictly complies with DMCA Digital Copyright Laws..Please be clear that we (emedicalbooks.com) do not own copyrights of these e-books. The intention behind sharing these books and educational material is to provide easy access to medical students, doctors and other individuals related to the field of medical science, "thus only for educational purpose". We highly encourage our readers to purchase this content from the respected publishers. If anyone holding copyrights wants us to remove this content, please contact us rightaway. All books and educational material on emedicalbooks.com are free and NOT HOSTED ON OUR WEBSITE. If you feel that your copyrights have been violated, then please contact us immediately. You may send an email to email@example.com for all DMCA / Removal Requests. emedicalbooks.com doesn’t have any material hosted on the server of this page, only links to books that are taken from other sites on the web are published and these links are unrelated to the book server. emedicalbooks.com server doesnot store any type of book or material. No illegal copies are made or any copyright © and / or copyright is damaged or infringed since all material is free on the internet.