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Kaggle Inc
vgg19 model ![]() Vgg19 Model, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more https://www.bioz.com/product/vgg19/pm40695996-210-12-17?v=Kaggle+Inc Average 86 stars, based on 1 article reviews
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Kaggle Inc
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Mendeley Ltd
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Journal: Scientific Reports
Article Title: Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection
doi: 10.1038/s41598-025-34262-2
Figure Lengend Snippet: Hybrid deep learning framework integrating VGG19, EfficientNetB3, and Bayesian Optimization for image-based classification.
Article Snippet: Proposed Study ,
Techniques:
Journal: Scientific Reports
Article Title: Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection
doi: 10.1038/s41598-025-34262-2
Figure Lengend Snippet: Sample predictions of the CNN-based VGG19, EfficientNetB3, and Bayesian optimizer models on histopathological images.
Article Snippet: Proposed Study ,
Techniques:
Journal: Scientific Reports
Article Title: Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection
doi: 10.1038/s41598-025-34262-2
Figure Lengend Snippet: Grad-CAM visualizations highlighting regions of histopathological images that were most influential in the CNN-based VGG19, EfficientNetB3, and Bayesian optimization models’ classification decisions.
Article Snippet: Proposed Study ,
Techniques: