ArticleCytometry. Part A : the journal of the International Society for Analytical Cytology2020
Improving the Rigor and Reproducibility of Flow Cytometry-Based Clinical Research and Trials Through Automated Data Analysis.
Article in Cytometry. Part A : the journal of the International Society for Analytical Cytology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed.
- Detection of early-stage lung cancer in sputum using automated flow cytometry and machine learning.Respiratory research · 2023Trial
- Reproducible detection of antigen-specific T cells and Tregs via standardized and automated activation-induced marker assay workflows.Cell reports methods · 2026Article
- A multilevel hierarchical framework for quantification of experimental heterogeneity in population snapshot data.PLoS computational biology · 2026Article
- Machine learning-assisted decoding of temporal transcriptional dynamics via fluorescent timer.Nature communications · 2025Article
- Beyond the Limits: How Is Spectral Flow Cytometry Reshaping the Clinical Landscape and What Is Coming Next?Cells · 2025Review
- Automation of flow cytometry data analysis with elastic image registration.Scientific reports · 2025Article
- Monitoring Immune Responses to Vaccination: A Focus on Single-Cell Analysis and Associated Challenges.Vaccines · 2025Review
- Article
- Unique gating strategy identifier based on the Prime Population System and Gödel Numbers.Frontiers in immunology · 2025Article
- Comparison of three machine learning algorithms for classification of B-cell neoplasms using clinical flow cytometry data.Cytometry. Part B, Clinical cytometry · 2024Article
- Postnatal development of mouse spermatogonial stem cells as determined by immunophenotype, regenerative capacity, and long-term culture-initiating ability: a model for practical applications.Scientific reports · 2024Article
- Guidelines for the use of flow cytometry and cell sorting in immunological studies (third edition).European journal of immunology · 2021Review
- The Evolution of Single-Cell Analysis and Utility in Drug Development.The AAPS journal · 2021Review
- Censcyt: censored covariates in differential abundance analysis in cytometry.BMC bioinformatics · 2021Article
- Implementing flowDensity for Automated Analysis of Bone Marrow Lymphocyte Population.Journal of pathology informatics · 2021Article
Corrections and comments
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Authors and funding
1 author.
Funding
Abstract
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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.