ArticleInternational journal of environmental research and public health2022
Real World-Big Data Analytics in Healthcare.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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
9 citing papers in PubMed.
- Reduction in Albuminuria with Dapagliflozin Exhibits Substantial Interindividual Variability: A Real-World Study Utilizing a Big Data Approach.Balkan medical journal · 2026Observational
- Clinical trial emulation in nephrology.Journal of nephrology · 2025Review
- Digital remote monitoring of people with multiple sclerosis.Frontiers in immunology · 2025Review
- Machine learning models for outcome prediction in thrombectomy for large anterior vessel occlusion.Annals of clinical and translational neurology · 2024Article
- An Ensemble Machine Learning and Data Mining Approach to Enhance Stroke Prediction.Bioengineering (Basel, Switzerland) · 2024Article
- Utilization of smart devices and the evolution of customized healthcare services focusing on big data: a systematic review.mHealth · 2024Review
- Feasibility of implementing a rapid-learning methodology to inform radiotherapy treatments: key professional stakeholders' views.BMJ oncology · 2024Article
- Artificial Intelligence for Personalized Genetics and New Drug Development: Benefits and Cautions.Bioengineering (Basel, Switzerland) · 2023Article
- OnJournal of clinical medicine · 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The term Big Data is used to describe extremely large datasets that are complex, multi-dimensional, unstructured, and heterogeneous and that are accumulating rapidly and may be analyzed with appropriate informatic and statistical methodologies to reveal patterns, trends, and associations [...].
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.