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Jung-Yeon Kim

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#federated learning Open access Oct 2026

Re-created code for: Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform

Re-created code for the PLoS One article e0322749 (2025): nuclei segmentation (SegNet) and classification (DenseNet121) on PanNuke with Hyperband tuning, TensorFlow Lite quantization and federated learning. Includes the result tables underlying the reproduced results.

Anjir Ahmed Chowdhury, S M Hasan Mahmud, Md Palash Uddin et al. · 0 citations
#federated learning Open access Oct 2026

Re-created code for: Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform

Re-created code for the PLoS One article e0322749 (2025): nuclei segmentation (SegNet) and classification (DenseNet121) on PanNuke with Hyperband tuning, TensorFlow Lite quantization and federated learning. Includes the result tables underlying the reproduced results.

Anjir Ahmed Chowdhury, S M Hasan Mahmud, Md Palash Uddin et al. · 0 citations

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