Results 131 to 140 of about 527,011 (237)

Addressing Class Imbalance in Fetal Health Classification: Rigorous Benchmarking of Multi-Class Resampling Methods on Cardiotocography Data. [PDF]

Diagnostics (Basel)
Hawrami ZSM, Cengiz MA, Dünder E.
europepmc   +1 more source

Batch-balanced focal loss: a hybrid solution to class imbalance in deep learning. [PDF]

J Med Imaging (Bellingham), 2023
Singh J, Beeche C, Shi Z, Beale O, Rosin B, Leader J, Pu J.   +6 more
europepmc   +1 more source

Moderators of the effects of exercise and manual therapy for people with knee and hip osteoarthritis: A secondary analysis of the MOA trial

Arthritis Care &Research, Accepted Article.
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. Design This is a secondary analysis of data from the MOA trial that compared the clinical effectiveness of manual
Daniel Cury Ribeiro, Sarah E. Lamb, J. Haxby Abbott   +2 more
wiley   +1 more source

Resampling methods for class imbalance in clinical prediction models: A scoping review protocol. [PDF]

PLoS One
Abdelhay O, Shatnawi A, Najadat H, Altamimi T.   +3 more
europepmc   +1 more source

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

Risk of Retinopathy Associated with Long‐Term Use of Hydroxychloroquine in Patients with Rheumatic Diseases: A Systematic Review and Meta‐Analysis

Arthritis Care &Research, Accepted Article.
Objective We aimed to estimate the prevalence and cumulative incidence of hydroxychloroquine retinopathy (HCQ‐R) and its risk factors among long‐term HCQ users with rheumatic diseases through a systematic review and meta‐analysis of observational studies that used spectral‐domain OCT (SD‐OCT) for screening. Methods A systematic search of PubMed, Scopus,
Narsis Daftarian, Chloe Yue, Steve D Levasseur, Hui Xie, J. Antonio Avina‐Zubieta   +4 more
wiley   +1 more source

Variance Extrapolated Class-Imbalance-Aware Domain Adaptive Myocardial Segmentation in Multi-Sequence Cardiac MRI. [PDF]

IEEE J Biomed Health Inform
Xing F, Liu X, Aganj I, Fakhri GE, Kim P, Choi BW, Woo J.   +6 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

What Do Large Language Models Know About Materials?

Advanced Engineering Materials, EarlyView.
If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer, Thomas Wallmersperger, Gianaurelio Cuniberti   +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