Cross-validation is dead. Long live cross-validation! Model validation based on resampling
Baumann Knut
doaj +1 more source
Bacterial killing assays in ecoimmunology require cross-validation by agreement statistics. [PDF]
Painter MN +5 more
europepmc +1 more source
Versatile vector tools for efficient protein screening across multiple expression systems
A unified vector toolkit enables rapid protein expression screening across E. coli, insect, and mammalian cells. A single primer pair amplifies the target gene, which is inserted into any vector via a standardized interface. This streamlined workflow eliminates repeated cloning steps, accelerating the identification of optimal expression conditions for
Zhimin Zhu +5 more
wiley +1 more source
Participant-Aware Model Validation for Repeated-Measures Data: Comparative Cross-Validation Study. [PDF]
Karbalaie A, Abtahi F, Häger CK.
europepmc +1 more source
In a murine model of myocardial ischemia and reperfusion (MI/R), the CD36 azapeptide ligand MPE‐298 reduces cardiac injury and transiently lowers left ventricular long‐chain fatty acids (LCFAs) accumulation 3 h after reperfusion, accompanied by a decrease of oxidative stress and inflammation‐associated genes' expression in the heart and adipose tissue.
Jade Gauvin +12 more
wiley +1 more source
Location-scale models and cross validation to advance quantitative evidence synthesis. [PDF]
Blowes SA.
europepmc +1 more source
Directed evolution of enzymes at the crossroads of tradition and innovation
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova +2 more
wiley +1 more source
Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data. [PDF]
Zhang G, Wang X, Winsler K, Luck SJ.
europepmc +1 more source
TisIBP8, a fungal‐derived hyperactive ice‐binding protein, helps Caenorhabditis elegans survive dehydration. It localizes near cell membranes, reduces cell damage, and helps maintain membrane structure during drying. These results suggest that ice‐binding proteins can protect cells from dehydration stress as well as freezing stress.
Daiki Shimose +9 more
wiley +1 more source
Use of Electrocardiograms to Identify Coronary Artery Disease: Cross-Validation of an Artificial Intelligence Model. [PDF]
Leasure M +10 more
europepmc +1 more source

