AIMC Topic: Bibliometrics
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A bibliometric analysis of natural language processing in medical research.
BMC medical informatics and decision making
Mar 22, 2018
BACKGROUND: Natural language processing (NLP) has become an increasingly significant role in advancing medicine. Rich research achievements of NLP methods and applications for medical information processing are available. It is of great significance ...
Automatic identification of high impact articles in PubMed to support clinical decision making.
Journal of biomedical informatics
Jul 26, 2017
OBJECTIVES: The practice of evidence-based medicine involves integrating the latest best available evidence into patient care decisions. Yet, critical barriers exist for clinicians' retrieval of evidence that is relevant for a particular patient from...
Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals.
Academic radiology
Sep 28, 2016
RATIONALE AND OBJECTIVES: This study aimed to assess the performance of a text classification machine-learning model in predicting highly cited articles within the recent radiological literature and to identify the model's most influential article fe...
Mapping the landscape of AI and ML in vaccine innovation: A bibliometric study.
Human vaccines & immunotherapeutics
Dec 1, 2025
With the rapid advancement of artificial intelligence (AI) and machine learning (ML) technologies, their applications in the medical field have expanded significantly. Particularly in vaccine innovation, AI and ML have shown considerable potential. T...
GLOBAL TRENDS IN ARTIFICIAL INTELLIGENCE AND SEPSIS-RELATED RESEARCH: A BIBLIOMETRIC ANALYSIS.
Shock (Augusta, Ga.)
Jul 1, 2025
Background: In the field of bibliometrics, although some studies have conducted literature reviews and analyses on sepsis, these studies mainly focus on specific areas or technologies, such as the relationship between the gut microbiome and sepsis, o...
Artificial intelligence applications and aging (1995-2024): Trends, challenges, and future directions in frailty research.
Archives of gerontology and geriatrics
Jul 1, 2025
BACKGROUND: Frailty, a significant predictor of adverse health outcomes, has become a focal point of research, particularly with the advent of artificial intelligence (AI) technologies. This study aimed to provide a comprehensive bibliometric analysi...
[Analysis of the global competitive landscape in artificial intelligence medical device research].
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Jun 25, 2025
The objective of this study is to map the global scientific competitive landscape in the field of artificial intelligence (AI) medical devices using scientific data. A bibliometric analysis was conducted using the Web of Science Core Collection to ex...
A bibliometric analysis of wearable device research in sleep science: Trends and hotspots.
Medicine
Jun 13, 2025
OBJECTIVE: This study aims to examine academic discourse on wearable devices for sleep, evaluating the domain's current landscape and identifying key research foci.
Digital Biomarkers for Parkinson Disease: Bibliometric Analysis and a Scoping Review of Deep Learning for Freezing of Gait.
Journal of medical Internet research
May 20, 2025
BACKGROUND: With the rapid development of digital biomarkers in Parkinson disease (PD) research, it has become increasingly important to explore the current research trends and key areas of focus.
AI-Powered Affiliation Insights: LLM-Based Bibliometric Study of European Medical Informatics Conferences.
Studies in health technology and informatics
May 15, 2025
This study employs Large Language Models (LLMs) to analyze bibliometric data from European Medical Informatics conferences from 1996 to 2024. By enhancing traditional methods with LLM-based techniques, the researchers significantly improved affiliati...
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