Results 61 to 70 of about 4,993,128 (318)
Sparse damage detection via the elastic net method using modal data
Structural Health Monitoring, 2021 The l1 regularization technique has been developed for damage detection by utilizing the sparsity feature of structural damage. However, the sensitivity matrix in the damage identification exhibits a strong correlation structure, which does not suffice ...
Rongrong Hou, Xiao-yang Wang, Yong Xia
semanticscholar +1 more source
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography
IEEE Transactions on Medical Imaging, 2021 Fluorescence molecular tomography (FMT) is a new type of medical imaging technology that can quantitatively reconstruct the three-dimensional distribution of fluorescent probes in vivo.
Hanfan Wang +5 more
semanticscholar +1 more source
Iron metabolism-related genes reveal predictive value of acute coronary syndrome
Frontiers in Pharmacology, 2022 Iron deficiency has detrimental effects in patients with acute coronary syndrome (ACS), which is a common nutritional disorder and inflammation-related disease affects up to one-third people worldwide. However, the specific role of iron metabolism in ACS
Cong Xu +9 more
doaj +1 more source
Predicting cancer drug TARGETS - TreAtment Response Generalized Elastic-neT Signatures
npj Genomic Medicine, 2021 We are now in an era of molecular medicine, where specific DNA alterations can be used to identify patients who will respond to specific drugs. However, there are only a handful of clinically used predictive biomarkers in oncology. Herein, we describe an
N. Rydzewski +18 more
semanticscholar +1 more source
mBio, 2020 Discovery of genetic variants underlying bacterial phenotypes and the prediction of phenotypes such as antibiotic resistance are fundamental tasks in bacterial genomics.
John A. Lees +6 more
doaj +1 more source
International journal of mathematical, engineering and management sciences, 2021 Elastic net (ELNET) regression is a hybrid statistical technique used for regularizing and selecting necessary predictor variables that have a strong effect on the response variable and deal with multicollinearity problem when it exists between the ...
Abdullah S. Al-Jawarneh +2 more
semanticscholar +1 more source
Elastic-Net Regularization: Error estimates and Active Set Methods [PDF]
, 2009 This paper investigates theoretical properties and efficient numerical algorithms for the so-called elastic-net regularization originating from statistics, which enforces simultaneously l^1 and l^2 regularization.
Attouch H +13 more
core +1 more source
FEBS Open Bio, EarlyView.Early‐life exposure to a high‐fat diet altered intact Achilles tendons in rat offspring, making them thinner, stiffer, and molecularly distinct even without injury. These findings suggest that developmental high‐fat diet exposure may impair tendon quality and increase susceptibility to mechanical overload or tendon injury later in life.
Heyong Yin +3 more
wiley +1 more source
Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data
BMC Bioinformatics, 2011 Background Classification and variable selection play an important role in knowledge discovery in high-dimensional data. Although Support Vector Machine (SVM) algorithms are among the most powerful classification and prediction methods with a wide range ...
Lichter Peter +3 more
doaj +1 more source
BMC Pulmonary Medicine, 2023 Background Accurate risk stratification in pulmonary arterial hypertension (PAH), a devastating cardiopulmonary disease, is essential to guide successful therapy.
Thomas Sonnweber +9 more
doaj +1 more source