A systematic evaluation of grayscale conversion methods for mitigating color variation in deep learning-based histopathological image analysis. [PDF]
Srisermphoak N +4 more
europepmc +1 more source
An optimized transfer learning approach integrating deep convolutional feature extractors for malaria parasite classification in erythrocyte microscopy. [PDF]
Reddy CKK +6 more
europepmc +1 more source
Skin disease diagnostics through federated transfer learning on heterogeneous data. [PDF]
Sharma S +4 more
europepmc +1 more source
Alzheimer disease predicting from clinical and MRI data using DeepALZNET dual pathway framework. [PDF]
Bekhet S, Saad N, Farag S.
europepmc +1 more source
A hybrid local-global feature attention network for thin section rock image classification. [PDF]
Wei P +6 more
europepmc +1 more source
An interpretable crop leaf disease and pest identification model based on prototypical part network and contrastive learning. [PDF]
Jia B, Zeng J, Zheng Z, Ge H, Song C.
europepmc +1 more source
Deep residual and hybrid CNN models for confidence-aware real-world waste classification for sustainable waste management. [PDF]
Kumar Y +5 more
europepmc +1 more source
Multi-class classification of brain tumors using optimized CNN and transfer learning techniques. [PDF]
Anand V +3 more
europepmc +1 more source
Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification. [PDF]
Saeidi N, Torbati N, Woitek R, Mahbod A.
europepmc +1 more source

