ArticleAnnals of translational medicine2022
Tutorial: implementing and visualizing machine learning (ML) clinical prediction models into web-accessible calculators using Shiny R.
Article in Annals of translational medicine, 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
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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.
- Tutorial: translating a validated breast cancer prediction model into a web-based decision aid using R Shiny.Annals of translational medicine · 2026Article
- Identifying past-year self-reported suicidality in outpatients with somatic symptom disorder using an interpretable machine-learning model: a multicenter study with an online calculator.BMC psychiatry · 2026Observational
- A Comparative Evaluation of Three Time-to-Event Models Predicting 5-Year Osteoporosis Risk in Thyroid Cancer Survivors: A Nationwide Cohort Study.Endocrinology and metabolism (Seoul, Korea) · 2026Article
- Association of Triglyceride-to-HDL Cholesterol Ratio with Osteoarthritis: Multicenter Evidence and Application of an Interactive Risk Visualization Tool.Journal of inflammation research · 2026Article
- Identifying Key Predictors and Developing a Machine Learning Model for Nurse Burnout in China.Journal of nursing management · 2026Article
- Sex-Stratified Prediction Models for 5-Year Nonalcoholic Fatty Liver Disease Risk in Thyroid Cancer Patients: A Nationwide Cohort Study.Biomedicines · 2025Article
- A machine learning approach to predicting inpatient mortality among pediatric acute gastroenteritis patients in Kenya.Learning health systems · 2025Article
- Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms.BMC medical informatics and decision making · 2025Article
- Predictive modelling of linear growth faltering among pediatric patients with Diarrhea in Rural Western Kenya: an explainable machine learning approach.BMC medical informatics and decision making · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
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.