Works matching IS 17560381 AND DT 2021 AND VI 14 AND IP 1
Results: 52
Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus.
- Published in:
- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00284-5
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- Article
Identification of natural selection in genomic data with deep convolutional neural network.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00280-9
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- Article
LPI-EnEDT: an ensemble framework with extra tree and decision tree classifiers for imbalanced lncRNA-protein interaction data classification.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00277-4
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- Article
Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00283-6
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- Article
Development of glaucoma predictive model and risk factors assessment based on supervised models.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00281-8
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- Article
Correction to: iGlioSub: an integrative transcriptomic and epigenomic classifier for glioblastoma molecular subtypes.
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- 2021
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- Publication type:
- Correction Notice
iGlioSub: an integrative transcriptomic and epigenomic classifier for glioblastoma molecular subtypes.
- Published in:
- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00282-7
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- Article
Prediction of synergistic drug combinations using PCA-initialized deep learning.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00278-3
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- Article
Humans and machines in biomedical knowledge curation: hypertrophic cardiomyopathy molecular mechanisms' representation.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00279-2
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- Article
Evaluation of different approaches for missing data imputation on features associated to genomic data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00274-7
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- Article
Taxonomy-based data representation for data mining: an example of the magnitude of risk associated with H. pylori infection.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00271-w
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- Article
iGlioSub: an integrative transcriptomic and epigenomic classifier for glioblastoma molecular subtypes.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00282-7
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- Article
Comparison of 16S and whole genome dog microbiomes using machine learning.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00270-x
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- Article
Development and validation of a novel blending machine learning model for hospital mortality prediction in ICU patients with Sepsis.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00276-5
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- Article
Prediction of MoRFs based on sequence properties and convolutional neural networks.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00275-6
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- Article
Probability calibration-based prediction of recurrence rate in patients with diffuse large B-cell lymphoma.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00272-9
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- Article
Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00263-w
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- Article
GenoVault: a cloud based genomics repository.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00268-5
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- Article
Biological knowledge-slanted random forest approach for the classification of calcified aortic valve stenosis.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00269-4
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- Article
Evaluating risk detection methods to uncover ontogenic-mediated adverse drug effect mechanisms in children.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00264-9
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- Article
Machine-learning based feature selection for a non-invasive breathing change detection.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00265-8
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- Article
eQTpLot: a user-friendly R package for the visualization of colocalization between eQTL and GWAS signals.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00267-6
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- Article
A new pipeline for structural characterization and classification of RNA-Seq microbiome data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00266-7
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- Article
New neural network classification method for individuals ancestry prediction from SNPs data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00258-7
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- Article
A prognostic model based on seven immune-related genes predicts the overall survival of patients with hepatocellular carcinoma.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00261-y
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- Publication type:
- Article
A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00262-x
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- Article
Estimating sequencing error rates using families.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00259-6
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- Article
Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00260-z
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- Article
Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00257-8
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- Article
Prescreening and treatment of aortic dissection through an analysis of infinite-dimension data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00249-8
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- Article
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00255-w
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- Article
Ten important roles for academic leaders to promote equity, diversity, and inclusion in data science.
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- 2021
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- Publication type:
- Editorial
A multi-feature hybrid classification data mining technique for human-emotion.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00254-x
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- Article
Indels in SARS-CoV-2 occur at template-switching hotspots.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00251-0
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- Article
RASMA: a reverse search algorithm for mining maximal frequent subgraphs.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00250-1
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- Article
Genetic risk score for ovarian cancer based on chromosomal-scale length variation.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00253-y
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- Article
A comparative study on the unified model based multifactor dimensionality reduction methods for identifying gene-gene interactions associated with the survival phenotype.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00248-9
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- Article
Performance of model-based multifactor dimensionality reduction methods for epistasis detection by controlling population structure.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00247-w
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- Article
DASSI: differential architecture search for splice identification from DNA sequences.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00237-y
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- Publication type:
- Article
Gene function finding through cross-organism ensemble learning.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00239-w
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- Publication type:
- Article
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00244-z
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- Article
Data analytics and clinical feature ranking of medical records of patients with sepsis.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00235-0
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- Article
Acoustic and language analysis of speech for suicidal ideation among US veterans.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00245-y
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- Publication type:
- Article
Sparse self-attention aggregation networks for neural sequence slice interpolation.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00236-z
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- Article
Empowering the data science scientist.
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- 2021
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- Publication type:
- Editorial
A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00243-0
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- Article
Feature selection using distributions of orthogonal PLS regression vectors in spectral data.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00240-3
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- Article
Mechanistic modeling of the SARS-CoV-2 disease map.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00234-1
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- Publication type:
- Article
An efficient computational method for predicting drug-target interactions using weighted extreme learning machine and speed up robot features.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00242-1
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- Publication type:
- Article
COVID-TRACK: world and USA SARS-COV-2 testing and COVID-19 tracking.
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- BioData Mining, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13040-021-00233-2
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- Article