Application of natural language processing in nephrology research

D Farrell, L Chan - Clinical Journal of the American Society of …, 2023 - journals.lww.com
Electronic health records (EHRs) are prevalent throughout the United States. EHR data are
stored in structured (eg, vital signs and laboratory results) and unstructured (eg, progress …

Revealing research themes and trends in 30 Top‐ranking accounting journals: a text‐mining approach

FD Zengul, N Oner, JD Byrd, A Savage - Abacus, 2021 - Wiley Online Library
This study reveals themes and trends in accounting research over the past 20 years by
utilizing natural language processing and text‐mining techniques. We generated a corpus …

[HTML][HTML] A critical analysis of COVID-19 research literature: Text mining approach

FD Zengul, AG Zengul, MJ Mugavero, N Oner… - Intelligence-based …, 2021 - Elsevier
Objective Among the stakeholders of COVID-19 research, clinicians particularly experience
difficulty keeping up with the deluge of SARS-CoV-2 literature while performing their much …

Mapping 2 decades of research in health services research, health policy, and health economics journals

FD Zengul, N Oner, B Ozaydin, AG Hall, ES Berner… - Medical …, 2022 - journals.lww.com
Objective: To identify major research topics and exhibit trends in these topics in 15 health
services research, health policy, and health economics journals over 2 decades. Data …

Characteristics and evolution of China's Industry–University–Research collaboration to promote the sustainable development: Based on policy text analysis

X Yao, Y Hu, H Gong, D Chen - Sustainability, 2021 - mdpi.com
Collaborative innovation is an effective way to realize national innovation and sustainable
development. The Chinese government has issued a series of Industry–University …

A text mining and network analysis of topics and trends in major nursing research journals

B Oner, O Hakli, FD Zengul - Nursing Open, 2024 - Wiley Online Library
Aim This study is set to determine the main topics of the nursing field and to show the
changing perspectives over time by analysing the abstracts of several major nursing …

A text mining study of topics and trends in health care management journals: 1998–2018

FD Zengul, N Oner, SJ O'Connor… - Health Care …, 2022 - journals.lww.com
Background Advances in natural language processing and text mining provide a powerful
approach to understanding trending themes in the health care management literature …

Use of topic modeling to assess research trends in the journal Gynecologic Oncology

AE Grubbs, N Sinha, R Garg, EL Barber - Gynecologic oncology, 2023 - Elsevier
Study objective There is scant research identifying thematic trends within medical research.
This work may provide insight into how a given field values certain topics. We assessed the …

Identifying research themes and trends in the top 20 cancer journals through textual analysis

AG Zengul, FD Zengul, B Ozaydin, N Oner… - Journal of Cancer …, 2021 - Elsevier
Background The rapid growth in cancer research continues expanding the literature. Text
mining approaches help make sense of large bodies of scientific literature and integrate the …

The nurse COVID and historical epidemics literature repository: Development, description, and summary

FL Loresto Jr, L Nunez, L Tarasenko, MS Pierre, K Oja… - Nursing Outlook, 2021 - Elsevier
Abstract Background During COVID-19, a Kaggle challenge was issued to data scientists to
leverage text mining to provide high-level summaries of full-text articles in the COVID-19 …