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 …
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 …
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
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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 …
# SMM4H 2019. The total number of users of social media continues to grow worldwide …