By Amy Neustein,Johan Bellika,Angel Bravo-Salgado,Marius Brezovan,Dumitru Dan Burdescu,Jedsada Chartree,Joshua C. Denny,Liliana Ferreira,Kambiz Ghazinour,Leif Hanlen,S. Sagar Imambi,Tamara Jimenez,Randi Karlsen,Stan Matwin,Armin R. Mikler,Jose Enrique Borras

• Includes textual content Mining and typical Language Processing equipment for extracting details from digital overall healthiness files and biomedical literature.
• Analyzes textual content analytic instruments for brand spanking new media akin to on-line boards, social media posts, tweets and video sharing.
• Demonstrates how one can use speech and audio applied sciences for making improvements to entry to on-line content material for the visually impaired.

Text Mining of Web-Based clinical content material examines a variety of techniques to deriving top of the range info from on-line biomedical literature, digital healthiness documents, question seek phrases, social media posts and tweets. utilizing many of the most modern empirical tools of information extraction, the authors exhibit how on-line content material, generated via either pros and laypersons, could be mined for priceless information regarding illness methods, hostile drug reactions no longer captured in the course of scientific trials, and tropical fever outbreaks. also, the authors convey how you can practice infromation extraction on a medical institution intranet, the best way to construct a social media seek engine to glean information regarding sufferers' personal stories interacting with healthcare execs, and the way to enhance entry to on-line future health info.

This quantity presents a wealth of well timed fabric for wellbeing and fitness informatic execs and computing device studying, facts mining, and average language researchers.

Topics during this e-book include:
• Mining Biomedical Literature and medical Narratives
• Medication info Extraction
• Machine studying options for Mining scientific seek Queries
• Detecting the extent of private well-being details printed in Social Media
• Curating Layperson’s own stories with healthiness Care from Social Media and Twitter
• Health discussion structures for bettering entry to on-line content material
• Crowd-based Audio Clips to enhance on-line Video entry for the Visually Impaired
• Semantic-based visible info Retrieval for Mining Radiographic snapshot facts
• Evaluating the significance of clinical Terminology in YouTube Video Titles and outlines


Show description

Read or Download Text Mining of Web-Based Medical Content (Speech Technology and Text Mining in Medicine and Health Care) PDF

Similar information technology books

Program Management: A Life Cycle Approach (Best Practices and Advances in Program Management)

Application administration is a quickly rising offshoot of undertaking administration. quite a bit in order that AT&T, IBM, and different businesses, either huge and small in all sectors, have initiated a push to certify application managers. And, even though universities supply classes in software administration, there are few books on hand to steer software managers via this box that calls for a huge point of information and event.

Program Management Leadership: Creating Successful Team Dynamics (Best Practices and Advances in Program Management)

This isn't one other how-to consultant for software managers or one other reiteration of the undertaking administration Institute’s criteria for software administration. as an alternative, application administration management: developing winning group Dynamics examines a variety of management methods and illustrates the worth of potent management types in application Management for attaining software and undertaking luck.

Data Resource Data: A Comprehensive Data Resource Understanding

Are you suffering to realize a radical figuring out of your organization's facts source? Are you discovering that your info source has develop into fairly disparate via lack of expertise? Are you having trouble constructing significant meta-data approximately your info source, or figuring out the meta-data which were constructed?

Learning Elasticsearch

Key FeaturesGet to grips with the fundamentals of Elasticsearch recommendations and its APIs, and use them to create effective applicationsCreate large-scale Elasticsearch clusters and practice analytics utilizing aggregationThis finished advisor gets you up and working with Elasticsearch five. x in no timeBook DescriptionElasticsearch is a contemporary, quickly, disbursed, scalable, fault tolerant, and open resource seek and analytics engine.

Additional info for Text Mining of Web-Based Medical Content (Speech Technology and Text Mining in Medicine and Health Care)

Example text

Download PDF sample

Rated 4.96 of 5 – based on 32 votes