Journal of Medical Internet Research

Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical ...

Based on clinical data from the first 24 hours of ICU admission, we used a two-stage feature selection process combining light gradient boosting machine (LightGBM) and Shapley additive explanation ...
The Scientist

Altered Antibody Validation Data on Vendor Sites Alarms Researchers

After several examples of undisclosed alterations in reagent suppliers’ antibody catalogues surfaced, researchers call for ...
The Lancet

Development and validation of an interpretable machine learning model for non-invasive screening of precancerous gastric lesions using symptom and lifestyle data: a multicentre ...

aInstitute for TCM-X, MOE Key Laboratory of Bioinformatics, Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China ...
IEEE

Probabilistic Multiple Prototypes Contrastive Alignment for Cross-Domain Semantic Segmentation of Remote Sensing Images

Abstract: Unsupervised domain adaptation (UDA) aims to transfer knowledge from a labeled source domain to an unlabeled target domain to improve model generalization, and has been widely used in remote ...
IEEE

KFold Cross-Validation and Early Stopping in Foodomics Neural Networks: Practices, Pitfalls, and Recommendations

Abstract: KFold Cross-Validation (CV) and Early Stopping (ES) are crucial methodologies often employed in the literature. On the one hand, KFold CV is fundamental for the robust evaluation of machine ...