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UnknownConsensus features nested cross-validation.
Not available
S-EPMC7776094 | biostudies-literature
TranscriptomicsTranscription profiling of mouse and human spleen to determine a molecular signature for sepsis
Accuracy of sepsis prediction was obtained using cross-validation of gene expression data from 12 human spleen samples and from 16 mouse spleen samples. For blood studies, classifiers were constructed using data from a training data set of 26 microarrays. The error rate of the classifiers was estima...
ORGANISM(S): Mus musculus 
2008-06-14 | E-GEOD-5663 | biostudies-arrayexpress
UnknownIntegration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models.
Not available
S-EPMC12674930 | biostudies-literature
ProteomicsIdentification of a Stable Stool Peptidomic Signature for Monitoring IBD Activity
Introduction Monitoring disease activity in inflammatory bowel disease (IBD) is essential for guiding therapy and preventing irreversible tissue damage. Colonoscopy, although the gold standard, is invasive and unsuitable for frequent monitoring, while fecal calprotectin lacks accuracy within its dia...
ORGANISM(S): Homo sapiens (Human) 
2026-05-25 | PXD074117 | Pride
Human Peptidomics Machine learning Inflammatory bowel disease Biomarker discovery Proteomics Stool Clinical mass spectrometry Nested cross validation Ibd activity 
UnknownValidation of an obstetric fistula screening questionnaire in rural Nepal: a community-based cross-sectional and nested case-control study with clinical examination.
Not available
S-EPMC5272910 | biostudies-literature
UnknownPractical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial.
Not available
S-EPMC11041453 | biostudies-literature
UnknownReliable estimation of prediction errors for QSAR models under model uncertainty using double cross-validation.
Not available
S-EPMC4260165 | biostudies-literature
TranscriptomicsMolecular Diagnostics in Sepsis: from Bedside to Bench
Accuracy of sepsis prediction was obtained using cross-validation of gene expression data from 12 human spleen samples and from 16 mouse spleen samples. For blood studies, classifiers were constructed using data from a training data set of 26 microarrays. The error rate of the classifiers was estima...
ORGANISM(S): Mus musculus Homo sapiens 
2006-08-29 | GSE5663 | GEO
ProteomicsTargeted Plasma Proteomics Reveals a Central Role of Upregulated TNFRSF Proteins in HIV-associated Stroke: A Cross-sectional Discovery and Longitudinal Validation Study
This study investigated circulating proteomic signatures associated with stroke in people with HIV (PWH) using a nested case–control design. Plasma samples were collected from 135 HIV-positive individuals with stroke (HIV+/Stroke+), 135 HIV-positive stroke-free controls (HIV+/Stroke−), and 135 HIV-n...
ORGANISM(S): Homo sapiens (Human) 
2026-06-06 | PAD000032 | Pride
Stroke People with hiv Olink 
TranscriptomicsCross validated serum exosomal microRNAs for the detection of oropharyngeal squamous cell carcinoma
Exosomes were purified from 250 ul serum using ExoQuickTm. The presence of particles consistent in size with exosomes (60-150nm) was confirmed using a Nanosight LM10. miRNA was extracted from exosomes using an miRNeasy Serum/Plasma kit (Qiagen, #217184). miRNA was reversed transcribed using a TaqMan...
ORGANISM(S): Homo sapiens 
2020-07-15 | GSE137109 | GEO
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