ArticleFrontiers in medicine2019
The Revival of the Notes Field: Leveraging the Unstructured Content in Electronic Health Records.
Article in Frontiers in medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
43 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Digital Health Data Quality Issues: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Use of unstructured text in prognostic clinical prediction models: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Trial
- Information Distortion in Electronic Health Records: A Concept Analysis.Journal of advanced nursing · 2026Review
- Natural Language Processing Framework in Early Detection of Amyloidosis: The ALARM Study.JACC. Advances · 2026Article
- Enhancing substance use detection in clinical notes with large language models.Drug and alcohol dependence · 2025Article
- How quantum computing can enhance biomarker discovery.Patterns (New York, N.Y.) · 2025Review
- Enhancing Substance Use Detection in Clinical Notes with Large Language Models.Research square · 2025Article
- Using Structured Codes and Free-Text Notes to Measure Information Complementarity in Electronic Health Records: Feasibility and Validation Study.Journal of medical Internet research · 2025Article
- Let's ask the patient: disease prediction based on patients' symptom descriptions in free text.Rheumatology advances in practice · 2025Article
- Data, dialogue, and design: patient and public involvement and engagement for natural language processing with real-world cancer data.Frontiers in digital health · 2025Article
- Using artificial intelligence to develop a measure of orthopaedic treatment success from clinical notes.Frontiers in digital health · 2025Article
- Evaluation of a text-mining application for the rapid analysis of free-text wildlife necropsy reports.PloS one · 2025Article
- The integration of AI in nursing: addressing current applications, challenges, and future directions.Frontiers in medicine · 2025Review
- Identifying health conditions in older adults in textual health records using deep learning-based natural language processing.Computational and structural biotechnology journal · 2025Article
- ChIP-GPT: a managed large language model for robust data extraction from biomedical database records.Briefings in bioinformatics · 2024Article
- Next-generation study databases require FAIR, EHR-integrated, and scalable Electronic Data Capture for medical documentation and decision support.NPJ digital medicine · 2024Article
- Hospital-wide natural language processing summarising the health data of 1 million patients.PLOS digital health · 2023Article
- Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records.JCO clinical cancer informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.