AIMC Topic: Natural Language Processing

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Multimodal learning on graphs for disease relation extraction.

Journal of biomedical informatics Jun 3, 2023
Disease knowledge graphs have emerged as a powerful tool for artificial intelligence to connect, organize, and access diverse information about diseases. Relations between disease concepts are often distributed across multiple datasets, including uns...
Humans Artificial Intelligence Natural Language Processing Unified Medical Language System Language Machine Learning
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Creating an ignorance-base: Exploring known unknowns in the scientific literature.

Journal of biomedical informatics Jun 1, 2023
BACKGROUND: Scientific discovery progresses by exploring new and uncharted territory. More specifically, it advances by a process of transforming unknown unknowns first into known unknowns, and then into knowns. Over the last few decades, researchers...
Premature Birth Knowledge Bases Natural Language Processing Humans Vitamin D Female Infant, Newborn Knowledge Publications
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Natural Language Processing of Nursing Notes: An Integrative Review.

Computers, informatics, nursing : CIN Jun 1, 2023
Natural language processing includes a variety of techniques that help to extract meaning from narrative data. In healthcare, medical natural language processing has been a growing field of study; however, little is known about its use in nursing. We...
Narration Natural Language Processing Databases, Factual Humans
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Thai Word Segmentation with a Brain-Inspired Sparse Distributed Representations Learning Memory.

Computational intelligence and neuroscience May 29, 2023
Word segmentation is necessary for many natural language processing, especially Thai language, that is, unsegmented words. However, wrong segmentation causes terrible performance in the final result. In this study, we propose two new brain-inspired m...
Natural Language Processing Language Vocabulary
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Constructing a disease database and using natural language processing to capture and standardize free text clinical information.

Scientific reports May 26, 2023
The ability to extract critical information about an infectious disease in a timely manner is critical for population health research. The lack of procedures for mining large amounts of health data is a major impediment. The goal of this research is ...
COVID-19 Humans Records Natural Language Processing Pandemics Electronic Health Records
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Natural language processing in dentistry.

British dental journal May 26, 2023
Natural Language Processing Dentistry
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Does the first letter of one's name affect life decisions? A natural language processing examination of nominative determinism.

Journal of personality and social psychology May 25, 2023
This research examines whether the phenomenon of nominative determinism (a name-driven outcome) exists in the real world. Nominative determinism manifests as a preference for a profession or city to live in that begins with the same letter as a perso...
Humans Natural Language Processing Names Language
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Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?

The British journal of radiology May 25, 2023
OBJECTIVES: Current state-of-the-art natural language processing (NLP) techniques use transformer deep-learning architectures, which depend on large training datasets. We hypothesized that traditional NLP techniques may outperform transformers for sm...
Radiology Tomography, X-Ray Computed Natural Language Processing Magnetic Resonance Imaging Humans Machine Learning
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A real-world evaluation of the implementation of NLP technology in abstract screening of a systematic review.

Research synthesis methods May 25, 2023
The laborious and time-consuming nature of systematic review production hinders the dissemination of up-to-date evidence synthesis. Well-performing natural language processing (NLP) tools for systematic reviews have been developed, showing promise to...
COVID-19 Humans Seroepidemiologic Studies Natural Language Processing SARS-CoV-2 Systematic Reviews as Topic
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Drug repurposing: Known knowns to unknown unknowns - Network analysis of the repurposome.

Drug discovery today May 24, 2023
DrugRepurposing Online is a database of well-curated literature examples of drug repurposing, structured by reference to compounds and indications, via a generalisation layer (within specific datasets) of mechanism. References are categorised by leve...
Natural Language Processing Humans Data Management Drug Repositioning Databases, Factual
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