A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data
C Dreisbach, TA Koleck, PE Bourne… - International journal of …, 2019 - Elsevier
Objective In this systematic review, we aim to synthesize the literature on the use of natural
language processing (NLP) and text mining as they apply to symptom extraction and …
language processing (NLP) and text mining as they apply to symptom extraction and …
[HTML][HTML] Sentiment analysis in health and well-being: systematic review
A Zunic, P Corcoran, I Spasic - JMIR medical informatics, 2020 - medinform.jmir.org
Background Sentiment analysis (SA) is a subfield of natural language processing whose
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
Is cancer information exchanged on social media scientifically accurate?
EA Gage-Bouchard, S LaValley, M Warunek… - Journal of cancer …, 2018 - Springer
Cancer patients and their caregivers are increasingly using social media as a platform to
share cancer experiences, connect with support, and exchange cancer-related information …
share cancer experiences, connect with support, and exchange cancer-related information …
Sentiment analysis and text categorization of cancer medical records with LSTM
Cancer is one among leading diseases, which affects millions of people and families around
the world. Monitoring the mood of such cancer affected people plays a vital part in their …
the world. Monitoring the mood of such cancer affected people plays a vital part in their …
Cancer communication on social media: examining how cancer caregivers use Facebook for cancer-related communication
EA Gage-Bouchard, S LaValley, M Mollica… - Cancer …, 2017 - journals.lww.com
Background: Americans are increasingly using social media (such as Facebook, YouTube,
and Twitter) for health-related communication. Much of the previous research on social …
and Twitter) for health-related communication. Much of the previous research on social …
Understanding online resource use by transgender youth and caregivers: A qualitative study
YN Evans, SJ Gridley, J Crouch, A Wang… - Transgender …, 2017 - liebertpub.com
Purpose: This study assessed what online resources transgender youth and their caregivers
use to acquire information about transgender health. Methods: Through a variety of settings …
use to acquire information about transgender health. Methods: Through a variety of settings …
SentiHealth-Cancer: a sentiment analysis tool to help detecting mood of patients in online social networks
RG Rodrigues, RM das Dores… - International journal of …, 2016 - Elsevier
Background Cancer is a critical disease that affects millions of people and families around
the world. In 2012 about 14.1 million new cases of cancer occurred globally. Because of …
the world. In 2012 about 14.1 million new cases of cancer occurred globally. Because of …
Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact
S Zhang, EOC Bantum, J Owen… - Journal of the …, 2017 - academic.oup.com
Objectives: The Internet and social media are revolutionizing how social support is
exchanged and perceived, making online health communities (OHCs) one of the most …
exchanged and perceived, making online health communities (OHCs) one of the most …
A systematic literature review of machine learning in online personal health data
Z Yin, LM Sulieman, BA Malin - Journal of the American Medical …, 2019 - academic.oup.com
Objective User-generated content (UGC) in online environments provides opportunities to
learn an individual's health status outside of clinical settings. However, the nature of UGC …
learn an individual's health status outside of clinical settings. However, the nature of UGC …
Social media for breast cancer survivors: a literature review
AL Falisi, KP Wiseman, A Gaysynsky… - Journal of cancer …, 2017 - Springer
Purpose Social media may offer support to individuals who are navigating the complex and
challenging experience of cancer. A growing body of literature has been published over the …
challenging experience of cancer. A growing body of literature has been published over the …