Results 151 to 160 of about 154,181 (262)

Predictive Analysis of Diabetes-Risk with Class Imbalance. [PDF]

Comput Intell Neurosci, 2022
ElSeddawy AI, Karim FK, Hussein AM, Khafaga DS.   +3 more
europepmc   +1 more source

Obesity Subtypes and Longitudinal Trajectories of Function Over Seven Years of Follow‐Up: Data From the Multicenter Osteoarthritis Study

Arthritis Care &Research, EarlyView.
Objective Obesity, defined by body mass index (BMI) ≥30 kg/m2, is a risk factor for functional limitations in people with knee osteoarthritis (OA). However, function varies among such individuals. Our objective was to evaluate the implications of obesity subtypes on longitudinal patterns of physical functioning in people with or at risk for knee OA ...
Kristine Godziuk, Sarah Tilley, Michael LaValley, Michael C. Nevitt, Cora E. Lewis, James C. Torner, Tuhina Neogi, for the Multicenter Osteoarthritis Study Group   +7 more
wiley   +1 more source

Interaction-Driven Dynamic Fusion for Multimodal Depression Detection: A Controlled Analysis of Gating and Cross-Attention Under Class Imbalance. [PDF]

Brain Sci
Matsumoto K, Kiuchi K, Umehara H, Nakataki M, Numata S.   +4 more
europepmc   +1 more source

Counteracting Data Bias and Class Imbalance-Towards a Useful and Reliable Retinal Disease Recognition System. [PDF]

Diagnostics (Basel), 2023
Chłopowiec AR, Karanowski K, Skrzypczak T, Grzesiuk M, Chłopowiec AB, Tabakov M.   +5 more
europepmc   +1 more source

Safety of Prescription Nonsteroidal Anti‐inflammatory Drugs in Adults With Inflammatory Bowel Disease: Data From a Large Administrative Claims Cohort

Arthritis Care &Research, EarlyView.
Objective The concern that nonsteroidal anti‐inflammatory drugs (NSAIDs) may precipitate flares of inflammatory bowel disease (IBD) has limited their use in managing musculoskeletal symptoms in those with IBD, but safety data are mixed. Methods This retrospective cohort study included patients with IBD aged at least 18 years from Optum's deidentified ...
Adam S. Mayer, Rui Xiao, Meenakshi Bewtra, Michael D. George, Pamela F. Weiss   +4 more
wiley   +1 more source

Mitigating class imbalance in churn prediction with ensemble methods and SMOTE. [PDF]

Sci Rep
Suguna R, Suriya Prakash J, Aditya Pai H, Mahesh TR, Vinoth Kumar V, Yimer TE.   +5 more
europepmc   +1 more source

A Comparison of Techniques for Class Imbalance in Deep Learning Classification of Breast Cancer. [PDF]

Diagnostics (Basel), 2022
Walsh R, Tardy M.
europepmc   +1 more source

Physician‐Scientist Pipeline for Pediatric Rheumatology: The Current Landscape and Future Perspectives

Arthritis Care &Research, EarlyView.
Over the past 50 years, the science of pediatric rheumatology has grown exponentially due to an expansion in the understanding of complex rheumatic conditions and a surge in novel targeted therapeutics. Physician‐scientists in the field of pediatric rheumatology have played major roles in these advancements that have improved the care of children ...
Ekemini A. Ogbu, Linda T. Hiraki, Mara L. Becker   +2 more
wiley   +1 more source

Adaptive focal loss with personality stratification for stably mitigating hard class imbalance in multi-dimensional personality recognition. [PDF]

Sci Rep
Tan JJ, Kwan BH, Ng DW, Hum YC.
europepmc   +1 more source

Relative Density-Based Intuitionistic Fuzzy SVM for Class Imbalance Learning. [PDF]

Entropy (Basel), 2022
Fu C, Zhou S, Zhang D, Chen L.
europepmc   +1 more source