Article

Machine Learning-based Classification of transcriptome Signatures of non-ulcerative Bladder Pain Syndrome

2024-01-08

Abstract excerpt

<h4>ABSTRACT</h4> Lower urinary tract dysfunction (LUTD) presents a global health challenge with symptoms impacting a substantial percentage of the population. The absence of reliable biomarkers complicates the accurate classification of LUTD subtypes with shared symptoms such as non- ulcerative Bladder Pain Syndrome (BPS) and overactive bladder caused by bladder outlet obstruction with Detrusor Overactivity (DO)...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 43d7894f-3cd7-5d74-b951-3449d1839bb4
DOI: 10.1101/2024.01.08.574189

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Machine Learning-based Classification of transcriptome Signatures of non-ulcerative Bladder Pain SyndromeDOI 10.1101/2024.01.08.574189Read

Identification and validation of immune and diagnostic biomarkers for interstitial cystitis/painful bladder syndrome by integrating bioinformatics and machine-learningSemantic proximity Read

Identification of CCL8, MMP25, and PLP1 as Potential Diagnostic Markers for Interstitial Cystitis/Bladder Pain SyndromeSemantic proximity Read

Machine-learning-based determination of sex-related bladder cancer biomarkersSemantic proximity Read

Characterization of miRNA-regulated networks, hubs of signaling, and biomarkers in obstruction-induced bladder dysfunctionSemantic proximity Read

Systems analysis of benign bladder disorders: insights from omics analysis.Semantic proximity Read

Deep Sequencing of Urinary RNAs for Bladder Cancer Molecular DiagnosticsSemantic proximity Read

Validation of Distinct Bladder Pain Phenotypes Utilizing the MAPP Research Network Cohort.Semantic proximity Read

Correlation of gene expression with bladder capacity in interstitial cystitis/bladder pain syndrome.Semantic proximity Read

Molecular Taxonomy of Interstitial Cystitis/Bladder Pain Syndrome Based on Whole Transcriptome Profiling by Next-Generation RNA Sequencing of Bladder Mucosal BiopsiesSemantic proximity Read

A Candidate Molecular Biomarker Panel for the Detection of Bladder CancerSemantic proximity Read

Transcriptome Analysis in Patients With Muscle-invasive Bladder CancerSemantic proximity Read

Neuroinflammatory gene expression in chronic prostatitis/ chronic pelvic pain syndrome patients: insights into etiology and phenotype biologySemantic proximity Read