ReviewFrontiers in public health2022
From past to future: Bibliometric analysis of global research productivity on nomogram (2000-2021).
Review in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 97 papers, 2 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
97 citing papers in PubMed, 2 syntheses or guidelines pooled it, 128 citations in OpenAlex.
- Bibliometric and visual analysis of omega-3 polyunsaturated fatty acids in cancer research (2000-2025).Frontiers in nutrition · 2026Pooled it
- Bibliometric analysis of traditional Chinese medicine for viral infections through immune modulation (2015-2025).Frontiers in immunology · 2025Pooled it
- Development and validation of nomogram including high altitude as a risk factor for COPD: A cross-sectional study based on Gansu population.Frontiers in public health · 2023Trial
- Interpretable Machine Learning-Derived Nomogram Model to Predict Population Health Literacy: Cross-Sectional Development and Validation Study.JMIR medical informatics · 2026Article
- PIP4K2A: A Novel CD8+ T Cell-Related Biomarker Associated with Lung Function Decline in COPD.Biochemical genetics · 2026Article
- A nomogram for predicting early- and mid-term native liver survival after surgery in patients with type III biliary atresia: a single-center retrospective study.BMC surgery · 2026Article
- Article
- Nomogram model to predict the probability of spontaneous abortion in human assisted reproductive technology.BMC pregnancy and childbirth · 2026Article
- A Bibliometric Review and Knowledge Mapping of Microplastics and Nanoplastics in Cardiovascular Research.Cardiovascular toxicology · 2026Review
- A model for prediction of recurrence risk after zero-fluoroscopy catheter ablation for patients with paroxysmal atrial fibrillation.BMC research notes · 2026Article
- Prediction of distant metastasis and survival of appendiceal cancer patients: a SEER population-based study.Translational cancer research · 2026Article
- A quantitative analysis of global AI medical studies: gaps in randomized controlled trials.NPJ digital medicine · 2026Article
- Development and validation of machine learning-based risk prediction models of coronary artery disease using Porphyromonas gingivalis concentration.BMC oral health · 2026Article
- A nomogram based on conventional ultrasound and elastography for diagnosing BI-RADS category 3-5 lesions.BMC medical imaging · 2026Article
- Novel ThyPRO-39-based nomogram for identifying impaired quality of life in Graves' hyperthyroidism outpatients: development and internal validation.Endocrine connections · 2026Article
- Development and validation of a nomogram for predicting postoperative atrial fibrillation in trauma patients admitted to the ICU.European journal of medical research · 2026Article
- Development and validation of a nomogram for predicting frailty among older adults with multimorbidity in the emergency department.Frontiers in medicine · 2026Article
- Nomogram for the prediction of surgical site infection following spinal surgery: a multicenter retrospective study.Frontiers in medicine · 2026Article
- Integrated multi-omics analysis indicates MARCO and ZBTB20 as candidate biomarkers in rheumatoid arthritis and tuberculosis.Frontiers in immunology · 2026Article
- Development and validation of a prediction model for tuberculous peritoneal effusion.Frontiers in medicine · 2026Article
37 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Nomogram, a visual clinical predictive model, provides a scientific basis for clinical decision making. Herein, we investigated 20 years of nomogram research responses, focusing on current and future trends and analytical challenges. Methods: We mined data of scientific literature from the Core Collection of Web of Science, searching for the original articles with title "Nomogram Results: In total, 4,176 original articles written by 19,158 authors were included from 915 sources. Annually, Nomogram publications are continually produced, which have rapidly grown since 2018. China published the most articles; however, its total citations ranked second after the United States. Both total citations and average article citations in the United States rank first globally, and a high degree of cooperation exists between countries. Frontiers in Oncology published the most papers (238); this number has grown rapidly since 2019. Journal of Urology had the highest H-index, with an average increase in publications over the past 20 years. Most research topics were tumor-related, among which tumor risk prediction and prognostic evaluation were the main contents. Research on prognostic assessment is more published and advanced, while risk prediction and diagnosis have good developmental prospects. Furthermore, nomogram of the urinary system has been highly developed. Following advancements in nomogram modeling, it has recently been applied to non-oncological subjects. Conclusion: This bibliometric analysis provides a comprehensive overview of the current nomogram status, which could enable better understanding of its development over the years, and provide global researchers a comprehensive analysis and structured information to help identify hot spots and gaps in future research.
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.