2026-10-11T23:26:25Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34016609 2026-09-28T17:35:42Z category_146 category_734 category_931 category_811 category_64 portal_5 item_type_3 month_year_09_2026

<p>Comparison of deep learning results with related studies.</p> Deepthi (25132691) Ashalatha Nayak (11818868) Rani Oomman Panicker (25132694) Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified Mathematical Sciences not elsewhere classified Cancer valuable computational tool scratch cnn baseline related mortality worldwide random forest produced observer variability highlight naive bayes among image classification tasks complementary computational approaches cnn ), resnet50 bayesian classifier models experimental results show smaller busi dataset obtaining accuracy rates inconclusive imaging results expected calibration error applied ml models several machine learning breast cancer detection deep learning models structured clinical data histopathology imaging datasets imaging data clinical diagnosis machine learning deep learning results indicate ultrasound datasets predictive accuracy cc dataset accurate detection ultrasound data data modality data classifiers dl models support early significantly influenced reliability diagrams performance metrics model performance model calibration logistic regression leading causes independent evaluation histopathological images gradient boosting <p>Comparison of deep learning results with related studies.</p> 2026-09-28T17:35:15Z Dataset Dataset 10.1371/journal.pdig.0001747.t017 https://figshare.com/articles/dataset/_p_Comparison_of_deep_learning_results_with_related_studies_p_/34016609 CC BY 4.0