Objective We assessed the effectiveness of PrismRA to improve clinical outcomes among patients with rheumatoid arthritis (RA) initiating treatment with a biologic or targeted synthetic disease‐modifying antirheumatic drug (b/tsDMARD). Methods PrismRA incorporated 19 gene expression features and four clinical features to assess a patient's likelihood of
Fenglong Xie +3 more
wiley +1 more source
Adaptive focal loss with personality stratification for stably mitigating hard class imbalance in multi-dimensional personality recognition. [PDF]
Tan JJ, Kwan BH, Ng DW, Hum YC.
europepmc +1 more source
A Comparison of Techniques for Class Imbalance in Deep Learning Classification of Breast Cancer. [PDF]
Walsh R, Tardy M.
europepmc +1 more source
Does Class Imbalance Undermine SHAP Explanations? A Multi-Domain Empirical Study of Feature Attribution Stability [PDF]
Minyeong Kim
openalex +1 more source
Objective This study aimed to investigate potential moderators influencing the effects of manual therapy and exercise therapy on pain and functional outcomes in individuals with knee and/or hip osteoarthritis, using data from the MOA trial. This is a secondary analysis of data from the MOA trial that compares the clinical effectiveness of manual ...
Daniel Cury Ribeiro +2 more
wiley +1 more source
Enhancing credit card fraud detection using traditional and deep learning models with class imbalance mitigation. [PDF]
Albalawi T, Dardouri S.
europepmc +1 more source
Relative Density-Based Intuitionistic Fuzzy SVM for Class Imbalance Learning. [PDF]
Fu C, Zhou S, Zhang D, Chen L.
europepmc +1 more source
Optimizing IoMT Security: Performance Trade-Offs Between Neural Network Architectural Design, Dimensionality Reduction, and Class Imbalance Handling [PDF]
Heyfa Ammar, Asma Cherif
openalex +1 more source
Handling Imbalanced Classes: Feature Based Variance Ranking Techniques for Classification [PDF]
Solomon H. Ebenuwa
openalex +1 more source

