Big data in otolaryngology /

"Big data plays an increasingly important role in today's practice of otolaryngology and in all of healthcare. In Big Data in Otolaryngology, Dr. Jennifer Villwock leads a team of expert authors who provide a comprehensive view of many key impacts of big data in otolaryngology--including u...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Villwock, Jennifer A. (Editor)
Format:	eBook
Language:	English
Published:	St. Louis, Missouri : Elsevier, [2024]
Subjects:	Otolaryngology > Data processing. Big data. Medical informatics. Otolaryngology. Otorhinolaryngologic Diseases Medical Informatics Applications Medical Informatics Big Data Médecine > Informatique. Maladies oto-rhino-laryngologiques. Otorrinolaringología > Proceso de datos Datos masivos Informática médica Otolaryngology > Data processing Big data Medical informatics Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Big data--Science fiction or clinically relevant? / Matthew G. Crowson
Large administrative datasets : lessons and limitations / Alison Yu, Elisabeth Ference
Sources of high-dimensional data--the electronic health record, health systems, and insurance and payor data / Molly P. Jarman, Rohith (Reddy) Kariveda, Robert S. Semco, Jennifer J. Shin
Best practices when interpreting big data studies : considerations and red flags / Kelsey A. Duckett, Evan M. Graboyes
Current big data approaches to clinical questions in otolaryngology / Nicholas A. Rapoport, Andrew P. Michelson, Matthew A. Shew
Bias in big data : historically underrepresented groups and implications / Jennifer A. Villwock, G. Richard Holt
Artificial intelligence in otolaryngology / Nathan Farrokhian, Andrés M. Bur
The patient perspective on big data and its use in clinical care / Katie Tai, Christopher Babu, Yeo Eun Kim, Tejas Subramanian, Anaïs Rameau