Machine learning in medicine: a practical introduction to natural language processing

CJ Harrison, CJ Sidey-Gibbons - BMC medical research methodology, 2021 - Springer
Background Unstructured text, including medical records, patient feedback, and social
media comments, can be a rich source of data for clinical research. Natural language …

A content analysis of research on technology use for teaching mathematics to students with disabilities: word networks and topic modeling

M Shin, MW Ok, S Choo, G Hossain, DP Bryant… - International Journal of …, 2023 - Springer
The purpose of this study was to conduct a content analysis of research on technology use
for teaching mathematics to students with disabilities. We applied word networks and …

[HTML][HTML] Using Twitter-based data for sexual violence research: scoping review

J Xue, B Zhang, Q Zhang, R Hu, J Jiang, N Liu… - Journal of medical …, 2023 - jmir.org
Background Scholars have used data from in-person interviews, administrative systems, and
surveys for sexual violence research. Using Twitter as a data source for examining the …

Rethinking" Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare

D Saxena, ESY Moon, A Chaurasia, Y Guan… - Proceedings of the 2023 …, 2023 - dl.acm.org
Risk assessment algorithms are being adopted by public sector agencies to make high-
stakes decisions about human lives. Algorithms model “risk” based on individual client …

Public discourse and sentiment during mpox outbreak: an analysis using natural language processing

VS Anoop, S Sreelakshmi - Public Health, 2023 - Elsevier
Objectives Mpox has been declared a Public Health Emergency of International Concern by
the World Health Organization on July 23, 2022. Since early May 2022, Mpox has been …

[HTML][HTML] Understanding the performance and challenges of solid waste management in an emerging megacity: Insights from the developing world

SO Kwakye, EEY Amuah, KA Ankoma… - Environmental …, 2024 - Elsevier
Solid waste management has been a cavilling issue in Ghana, especially in Kumasi. Thus,
this study examines the challenges and recommendations for solid waste management in …

Putting tools in their place: The role of time and perspective in human-AI collaboration for qualitative analysis

JL Feuston, JR Brubaker - Proceedings of the ACM on Human-Computer …, 2021 - dl.acm.org
Large datasets or'big data'corpora are typically the domain of quantitative scholars, who
work with computational tools to derive numerical and descriptive insights. However, recent …

Using data from reddit, public deliberation, and surveys to measure public opinion about autonomous vehicles

K Chen, D Tomblin - Public Opinion Quarterly, 2021 - academic.oup.com
When and how can researchers synthesize survey data with analyses of social media
content to study public opinion, and when and how can social media data complement …

# Mapping a movement: Social media, feminist hashtags, and movement building in the digital age

HL Storer, M Rodriguez - Journal of Community Practice, 2020 - Taylor & Francis
ABSTRACT Online feminist-based hashtag (#) campaigns, such as# WhyIStayed and#
MaybeHeDoesntHitYou, have coalesced into the current# MeToo movement: a global …

Prescriptive graph analytics on the digital transformation in healthcare through user-generated content

E Cano-Marin, M Mora-Cantallops… - Annals of Operations …, 2023 - Springer
As they swiftly evolve and become widely adopted, new technologies are fundamentally
transforming the landscape of business models. Digital transformation has become a top …