Mar 15, 2023 · Abstract:While Multiple Instance Learning (MIL) has shown promising results in digital Pathology Whole Slide Image (WSI) classification, ...
The slide-level classification performance of IN-1K, SSL, and our method is evaluated on three datasets including both histopathology and cytopathology images: ...
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. Publisher: IEEE. Cite This.
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. Enviroment: Check packages ...
Our framework is evaluated on five pathology WSI datasets on various WSI heads. The experimental results of our fine-tuned representations show significant ...
Mar 15, 2023 · Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification · Figures and ...
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Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. 2023, pp. 7454-7463,. DOI ...
The slide-level classification performance of IN-1K, SSL, and our method is evaluated on three datasets including both histopathology and cytopathology images: ...
Mar 20, 2023 · Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification by Honglin Li ...
While Multiple Instance Learning (MIL) has shown promising results in digital Pathology Whole Slide Image (WSI) classification, such a paradigm still faces ...