ArticleFrontiers in genetics2023
Machine learning-based integrated identification of predictive combined diagnostic biomarkers for endometriosis.
Article in Frontiers in genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed, 22 citations in OpenAlex.
- Predicting Endometriosis Status and Menstrual Cycle Phase Using DNA Methylation.bioRxiv : the preprint server for biology · 2026Article
- Association between persistent organic pollutants and malaria incidence in mainland China: a population-based surveillance and modeling analysis.BMC public health · 2026Article
- Combining body roundness index and triglyceride-glucose index to enhance MASLD prediction: insights from NHANES and machine learning.Hormones (Athens, Greece) · 2026Article
- PEBL, a component-based Chinese medicine, reduces virus-induced acute lung injury by targeting FXR to decrease ACE2 levels.Journal of advanced research · 2026Article
- A Machine Learning-Based Prediction Model for Deep Infiltrating Endometriosis.International journal of women's health · 2026Article
- Article
- Predicting pathological complete response to breast cancer neoadjuvant therapy using multi-combination machine learning models based on vision transformer features.Scientific reports · 2025Article
- Endometriosis: From Genes to Global Burden.International journal of molecular sciences · 2025Article
- Integrating inflammatory biomarkers and demographic variables with machine learning to predict endometriosis risk.Scientific reports · 2025Article
- NAP1L4 in hepatocellular carcinoma progression and treatment from gene expression to clinical impact.Discover oncology · 2025Article
- Identification of Key Genes Related to Both Lipid Metabolism Disorders and Inflammation in MAFLD.Biomedicines · 2025Article
- Prediction of genomic biomarkers for endometriosis using the transcriptomic dataset.World journal of clinical cases · 2025Article
- Genetic Association ofInternational journal of molecular sciences · 2025Article
- Identifying a gene signature for age-related hearing loss through machine learning and revealing the effect of the CTSS on the mice cochlea.Biogerontology · 2025Article
- Machine learning-based tumor associated macrophages polarity signature predicts prognosis and treatment response in hepatocellular carcinoma.Frontiers in immunology · 2025Article
- Identification and validation of biomarkers related to centrosome replication in ulcerative colitis based on bulk transcriptome, single-cell RNA sequencing and experiments.Frontiers in immunology · 2025Article
- Artificial Intelligence in the Management of Women with Endometriosis and Adenomyosis: Can Machines Ever Be Worse Than Humans?Journal of clinical medicine · 2024Review
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 2 countries.
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.