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A performance comparison between SAMCell and 3 existing cell segmentation baselines.

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Figshare2025-09-08 更新2026-04-28 收录
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https://figshare.com/articles/dataset/A_performance_comparison_between_SAMCell_and_3_existing_cell_segmentation_baselines_/30080420
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The Stardist, Cellpose, and CALT-US models were trained only on LIVECell-train then tested on LIVECell-test (top) and separately trained only on Cyto-train, then tested on Cyto-test (bottom). SAMCell, inheriting SAM’s pretraining, was fine-tuned only on LIVECell-train then tested on LIVECell-test (top) and separately fine-tuned only on Cyto-train and then tested on Cyto-test (bottom).
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2025-09-08
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