Mining health social media with sentiment analysis

FC Yang, AJT Lee, SC Kuo - Journal of medical systems, 2016 - Springer
… Next, we also perform sentiment analysis of discussion threads where the ratio of positive
and negative sentiment is computed by Eq. (2). Some discussion threads having higher or …

[HTML][HTML] Sentiment analysis in health and well-being: systematic review

A Zunic, P Corcoran, I Spasic - JMIR medical informatics, 2020 - medinform.jmir.org
Sentiment analysis (SA), also known as opinion mining, is a subfield of natural language
processing (NLP) whose aim is to automatically classify the sentiment … related to health, which …

Sentiment analysis of texts on public health emergencies based on social media data mining

N Hu - Computational and mathematical methods in medicine, 2022 - Wiley Online Library
… of the unexpected public health emergency involved. … health emergencies. Methods. This
paper uses a Python crawler, the SnowNLP sentiment analysis model, and correlation analysis

Sentiment analysis in healthcare: a brief review

L Abualigah, HE Alfar, M Shehab… - … in NLP: the case of Arabic …, 2020 - Springer
Sentiment analysis provides many benefits such as using medical information to achieve
the best result to increase healthcare quality. In this paper, sentiment analysis methods and …

[HTML][HTML] Sentiment analysis of health care tweets: review of the methods used

S Gohil, S Vuik, A Darzi - JMIR public health and …, 2018 - publichealth.jmir.org
… are used for sentiment analysis of tweets in the health care setting. … tested against a corpus
of health care messages to check … for sentiment analysis of tweets trained using a health care …

[HTML][HTML] Text mining with sentiment analysis on seafarers' medical documents

N Chintalapudi, G Battineni, M Di Canio… - International Journal of …, 2021 - Elsevier
mining in different sectors like healthcare, business, banking, and others but there is no
study in the maritime domain. In this work we have implemented sentiment analysis … of health

Use of sentiment analysis techniques in healthcare domain

FJ Ramírez-Tinoco, G Alor-Hernández… - Current trends in …, 2019 - Springer
… However, healthcare domain has been very little explored. … on sentiment analysis to obtain
sentiments and emotions at the comment and entity levels from texts related to the healthcare

Sentiment Analysis of Health Care

I Aattouchi, S Elmendili… - E3S Web of Conferences, 2021 - e3s-conferences.org
Sentiment analysis has many benefits, such as using medical information to achieve the …
quality of health care. This review paper focuses on the presented sentiment analysis methods …

Sentiment analysis in medical settings: New opportunities and challenges

K Denecke, Y Deng - Artificial intelligence in medicine, 2015 - Elsevier
… In this work, we describe facets and potentials of sentiment analysis in the context of medicine
and healthcare for several reasons. A treatment process often involves various persons, …

Feature engineering for sentiment analysis in e-health forums

J Carrillo-de-Albornoz, J Rodriguez Vidal, L Plaza - PloS one, 2018 - journals.plos.org
… Very little research has been done in sentiment analysis on health-related forums. Several
… , negative and neutral, using traditional sentiment analysis features such as the number of …