NLP Applications—Social Media

A Sarker - Natural Language Processing in Biomedicine: A …, 2024 - Springer
Over the last decade, social media have been recognized as important sources of
biomedical data generated directly by patients/consumers. With over 80% of the United …

[HTML][HTML] Capturing the patient's perspective: a review of advances in natural language processing of health-related text

G Gonzalez-Hernandez, A Sarker… - Yearbook of medical …, 2017 - thieme-connect.com
Background: Natural Language Processing (NLP) methods are increasingly being utilized to
mine knowledge from unstructured health-related texts. Recent advances in noisy text …

Recent advances in using natural language processing to address public health research questions using social media and consumergenerated data

M Conway, M Hu, WW Chapman - Yearbook of medical …, 2019 - thieme-connect.com
Objective: We present a narrative review of recent work on the utilisation of Natural
Language Processing (NLP) for the analysis of social media (including online health …

[HTML][HTML] Extracting patient demographics and personal medical information from online health forums

Y Liu, S Xu, HJ Yoon, G Tourassi - AMIA Annual Symposium …, 2014 - ncbi.nlm.nih.gov
Natural language processing has been successfully leveraged to extract patient information
from unstructured clinical text. However the majority of the existing work targets at obtaining …

Extracting health information from social media

AKMR Hasan - 2022 - eprints.bbk.ac.uk
Social media platforms with large user bases such as Twitter, Reddit, and online health
forums contain a rich amount of health-related information. Despite the advances achieved …

Realizing the full potential of electronic health records: the role of natural language processing

L Ohno-Machado - Journal of the American Medical Informatics …, 2011 - academic.oup.com
Meaningful use of electronic health records (EHRs) for patient care or for research requires
data to be comparable. Many portions of EHRs continue to be unstructured, presenting …

Aspiring to unintended consequences of natural language processing: a review of recent developments in clinical and consumer-generated text processing

D Demner-Fushman, N Elhadad - Yearbook of medical …, 2016 - thieme-connect.com
Objectives: This paper reviews work over the past two years in Natural Language
Processing (NLP) applied to clinical and consumer-generated texts. Methods: We included …

[图书][B] Health information extraction from social media

A Nikfarjam - 2016 - search.proquest.com
Social media is becoming increasingly popular as a platform for sharing personal health-
related information. This information can be utilized for public health monitoring tasks such …

Learning from medical social media data: current state and future challenges

K Denecke, A Stewart - Social media tools and platforms in learning …, 2011 - Springer
The amount of social media data dealing with medical and health issues increased
significantly in the last couple of years. Patients, physicians, and other health professionals …

[PDF][PDF] Proceedings of the Fourth Social Media Mining for Health Applications (# SMM4H) Workshop & Shared Task

D Weissenbacher, G Gonzalez - Proceedings of the Fourth Social …, 2019 - aclanthology.org
Welcome to the 4th Social Media Mining for Health Applications Workshop and Shared Task-
# SMM4H 2019. The total number of users of social media continues to grow worldwide …