Results 81 to 90 of about 2,573 (145)

Spliceread: improving canonical and non-canonical splice site prediction with residual blocks and synthetic data augmentation. [PDF]

BMC Bioinformatics
Thapa S, Samderiya K, Menon R, Oluwadare O.   +3 more
europepmc   +1 more source

Multimodal oral cancer detection with embedding-level oversampling of fused image and clinical data. [PDF]

Sci Rep
Ormeñ O-Arriagada P, Taramasco C, Toro C, Má Rquez GN, Araya D, Z U N Iga V, Mellado D, Alcocer D, Ruete D.   +8 more
europepmc   +1 more source

Cardiovascular Risk Stratification in Youth-Onset Type 2 Diabetes Using Machine Learning. [PDF]

J Korean Med Sci
Joo EY, Lee YS, Shin EJ, Kim SJ, Lee JE.
europepmc   +1 more source

An enhanced multi-model ensemble learning architecture for robust network intrusion detection. [PDF]

Front Artif Intell
Sireesha D, Kumar KA.
europepmc   +1 more source

Evolution of diabetes prediction using the fusion of ANOVA, ADASYN technique and XGBoost based on body composition data

Evolution of diabetes prediction using the fusion of ANOVA, ADASYN technique and XGBoost based on body composition ...
Nima Shadkam (21758963), Roohallah Alizadehsani (6445298), Arefeh Asadollahi (19241197), Danial Sharifrazi (16453308), Omid Zare (18459347), Mohammad Maftoun (19202563), Mohammad Ali Nematollahi (13378140), Javad Hassannataj Joloudari (13350609)   +7 more
core  

GBC-AST: a cluster-based oversampling method for heart failure prediction in imbalanced medical data sets. [PDF]

BMC Med Inform Decis Mak
Shahee SA.
europepmc   +1 more source

Beyond classification metrics: a psychometric-aware benchmark for data augmentation in imbalanced student mental health surveys. [PDF]

Front Digit Health
Shao C, Qiao S, Li A, Liu S, Chen Y, Tan Y, Liang Z, Si X.   +7 more
europepmc   +1 more source

Benchmarking Class Imbalance Mitigation Strategies Across Deep CNN Architectures for Skin Cancer Classification. [PDF]

Diagnostics (Basel)
Ahmad I, Khubaib M, Altowaijri SM.
europepmc   +1 more source

Conservative plausibility-filtered SMOTE for credit card fraud detection under extreme class imbalance. [PDF]

Front Artif Intell
Becerra-Suarez FL, Arones-Perez PP, Zamora-Del-Aguila FF, Forero MG.   +3 more
europepmc   +1 more source

Application of ADASYN and Bayesian Optimization to Random Forests for Cervical Cancer Classification

Accurate early detection is crucial for reducing mortality rates from cervical cancer. However, the application of machine learning to medical data is often hindered by class imbalance, causing prediction results to be biased toward the majority class ...
Syafria, Fadhilah, Fikry, Muhammad, Kharrisa Andini, Restu, Afrianty, Iis   +3 more
core