Research graph
References from Biomarker discovery for predicting spontaneous preterm birth from gene expression data by regularized logistic regression. Local targets link to admitted publications; unresolved targets remain external evidence.
Born too soon: accelerating actions for prevention and care of 15 million newborns born too soon
10.1186/1742-4755-10-s1-s6 · 2013 · External reference
Genetic associations with gestational duration and spontaneous preterm birth
10.1056/nejmoa1612665 · 2017 · External reference
Prediction and associations of preterm birth and its subtypes with eicosanoid enzymatic pathways and inflammatory markers
2019 · External reference
10.1038/s41591-019-0450-2
10.1038/s41591-019-0450-2 · External reference
10.1016/s0140-6736(16)31593-8
10.1016/s0140-6736(16)31593-8 · External reference
Mining and characterization of preterm birth related genes
2019 · External reference
meta-analysis of maternal and fetal transcriptomic data elucidates the role of adaptive and innate immunity in preterm birth
10.3389/fimmu.2018.00993 · 2018 · External reference
Maternal whole blood gene expression at 18 and 28 weeks of gestation associated with spontaneous preterm birth in asymptomatic women
2016 · External reference
dbptb: a database for preterm birth
10.1093/database/bar069 · 2012 · External reference
Progesterone and the risk of preterm birth among women with a short cervix
10.1056/nejmoa067815 · 2007 · External reference
Cervical length at mid-pregnancy and the risk of primary cesarean delivery
10.1056/nejmoa0706834 · 2008 · External reference
Trace biomarkers associated with spontaneous preterm birth from the maternal serum metabolome of asymptomatic nulliparous women–parallel case-control studies from the scope cohort
10.1038/s41598-019-50252-7 · 2019 · External reference
10.2217/bmm-2015-0035
10.2217/bmm-2015-0035 · External reference
Comparative analysis of gene expression in maternal peripheral blood and monocytes during spontaneous preterm labor
10.1016/j.ajog.2017.12.234 · 2018 · External reference
Dna methylation profiling of acute chorioamnionitis-associated placentas and fetal membranes: insights into epigenetic variation in spontaneous preterm births
10.1186/s13072-018-0234-9 · 2018 · External reference
Antibody microarray analysis of plasma proteins for the prediction of histologic chorioamnionitis in women with preterm premature rupture of membranes
2019 · External reference
Transcriptomic and proteomic profiling of human mesenchymal stem cell derived from umbilical cord in the study of preterm birth
2019 · External reference
Prediction of preterm delivery in symptomatic women (preterm labor)
2016 · External reference
A two-sample test for high-dimensional data with applications to gene-set testing
2010 · External reference
10.1201/b18401
10.1201/b18401 · 2015 · External reference
Identification of 13 blood-based gene expression signatures to accurately distinguish tuberculosis from other pulmonary diseases and healthy controls
2015 · External reference
Gene selection in cancer classification using sparse logistic regression with l1/2 regularization
10.3390/app8091569 · 2018 · External reference
Sparse logistic regression with a l1/2 penalty for gene selection in cancer classification
10.1186/1471-2105-14-198 · 2013 · External reference
Variable selection using l_q penalties
10.1002/wics.1299 · 2014 · External reference
The identification of key genes in nasopharyngeal carcinoma by bioinformatics analysis of high-throughput data
10.1007/s11033-019-04729-3 · 2019 · External reference
10.1038/s41551-018-0304-0
10.1038/s41551-018-0304-0 · External reference
An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets
10.1038/s41551-018-0324-9 · 2019 · External reference
Building an intrusion detection system using a filter-based feature selection algorithm
10.1109/tc.2016.2519914 · 2016 · External reference
A novel wrapper method for feature selection and its applications
10.1016/j.neucom.2015.01.070 · 2015 · External reference
10.1109/mipro.2015.7160458
10.1109/mipro.2015.7160458 · 2015 · External reference
10.1093/bib/bbn027
10.1093/bib/bbn027 · External reference
On regularisation methods for analysis of high dimensional data
2019 · External reference
Robust sparse logistic regression with the lq(0<q<1) regularization for feature selection using gene expression data
10.1109/access.2018.2880198 · 2018 · External reference
10.1007/s11634-018-0334-1
10.1007/s11634-018-0334-1 · External reference
10.1080/00401706.1970.10488634
10.1080/00401706.1970.10488634 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Regularization and variable selection via the elastic net
10.1111/j.1467-9868.2005.00503.x · 2005 · External reference
10.1080/00401706.2000.10485983
10.1080/00401706.2000.10485983 · External reference
10.18637/jss.v033.i01
10.18637/jss.v033.i01 · External reference
Least angle regression
10.1214/009053604000000067 · 2004 · External reference
L1-regularization path algorithm for generalized linear models
10.1111/j.1467-9868.2007.00607.x · 2007 · External reference
Addendum: regularization and variable selection via the elastic net
10.1111/j.1467-9868.2005.00527.x · 2005 · External reference
L1/2 regularization
10.1007/s11432-010-0090-0 · 2010 · External reference
The l1/2 regularization approach for survival analysis in the accelerated failure time model
10.1016/j.compbiomed.2014.09.002 · 2015 · External reference
A statistical view of some chemometrics regression tools
10.1080/00401706.1993.10485033 · 1993 · External reference
Asymptotics for lasso-type estimators
2000 · External reference
10.1198/016214501753382273
10.1198/016214501753382273 · External reference
Nearly unbiased variable selection under minimax concave penalty
2010 · External reference
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
10.1214/10-aoas388 · 2011 · External reference
Onset of human preterm and term birth is related to unique inflammatory transcriptome profiles at the maternal fetal interface
10.7717/peerj.3685 · 2017 · External reference
10.1093/biostatistics/kxj037
10.1093/biostatistics/kxj037 · External reference
Nonconcave penalized likelihood with a diverging number of parameters
2004 · External reference
Tikhonov regularization and total least squares
10.1137/s0895479897326432 · 1999 · External reference
Virtual observation method and precision estimation for ill-posed partial eiv model
10.1061/(asce)su.1943-5428.0000282 · 2019 · External reference
10.1109/sampta45681.2019.9030937
10.1109/sampta45681.2019.9030937 · External reference
Sparse generalized linear model with l 0 approximation for feature selection and prediction with big omics data
10.1186/s13040-017-0159-z · 2017 · External reference
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
10.1214/009053607000000875 · 2008 · External reference
The use of the area under the roc curve in the evaluation of machine learning algorithms
10.1016/s0031-3203(96)00142-2 · 1997 · External reference
Penalized logistic regression with the adaptive lasso for gene selection in high-dimensional cancer classification
10.1016/j.eswa.2015.08.016 · 2015 · External reference
Aberrant gene expression patterns in placentomes are
2008 · External reference
Fads2 polymorphisms modify the effect of breastfeeding on child iq
10.1371/journal.pone.0011570 · 2010 · External reference
Associations between gene polymorphisms in fatty acid metabolism pathway and preterm delivery in a us urban black population
10.1007/s00439-011-1079-5 · 2012 · External reference
1276 genotypic expression of fads2 in preterm babies fed exclusively on human milk versus formula fed
10.1136/archdischild-2012-302724.1276 · 2012 · External reference
Effect modification of fads2 polymorphisms on the association between breastfeeding and intelligence: protocol for a collaborative meta-analysis
10.1136/bmjopen-2015-010067 · 2016 · External reference
A review of genetic factors contributing to the etiopathogenesis of anorectal malformations
10.1007/s00383-017-4204-2 · 2018 · External reference
Recent innovations in colposcopy practice
10.1016/j.bpobgyn.2005.06.011 · 2005 · External reference
Risk factors affecting the barrett’s metaplasia-dysplasia-neoplasia sequence
10.4253/wjge.v7.i5.438 · 2015 · External reference
Trophoblast type-specific expression of senescence markers in the human placenta
10.1016/j.placenta.2019.06.377 · 2019 · External reference
Unresolved reference
External reference
712: Behavioral and developmental outcome of neonates at 2 years of age after preterm prelabor rupture of membranes: follow up of the ppromexil trial
10.1016/j.ajog.2013.10.745 · 2014 · External reference
Prenatal ultrasound findings and a new ultrasonographic sign of epidermolysis bullosa with congenital pyloric atresia: a report of three cases
10.1007/s10396-014-0532-1 · 2014 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
The role of prenatal stress in the programming of behavior
2006 · External reference
10.1073/pnas.1203096109
10.1073/pnas.1203096109 · External reference
10.1016/j.reprotox.2018.09.004
10.1016/j.reprotox.2018.09.004 · External reference
Spontaneous preterm birth is associated with differential expression of vaginal metabolites by lactobacilli-dominated microflora
10.3389/fphys.2017.00615 · 2017 · External reference
