Detailed Diagram of the SAMCell Pipeline, with stages (a) Ground truth distance map creation for training/fine-tuning (b) Fine-tuning of the Segment Anything Model, where we choose... by Alexandra Dunnum VandeLoo (22209218)

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(a) A cropped microscope image from the LIVECell test set, (b) overlayed ground-truth cell masks, and (c) a distance map computed from these cell masks. by Alexandra Dunnum VandeLoo (22209218)

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A performance comparison between SAMCell and 3 existing cell segmentation baselines. by Alexandra Dunnum VandeLoo (22209218)

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A zero-shot, cross-dataset performance comparison between SAMCell-Generalist (fine-tuned on Cellpose Cytoplasm and LIVECell datasets), SAMCell-Cyto (fine-tuned on Cellpose Cytoplas... by Alexandra Dunnum VandeLoo (22209218)

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Appendix figures. by Alexandra Dunnum VandeLoo (22209218)

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(a) A single Phase Contrast image of HEK cells from our PBL-HEK dataset, (b) annotated manually by an expert, (c) automatically annotated by Meta’s SAM-huge model, and (d) automati... by Alexandra Dunnum VandeLoo (22209218)

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Structure of the Segment Anything Model (SAM) from the original paper [5]. by Alexandra Dunnum VandeLoo (22209218)

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Qualitative comparison of zero-shot, cross-dataset performance. by Alexandra Dunnum VandeLoo (22209218)

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ASE values and 95% bootstrap confidence intervals for all estimators under all scenarios. by Mahmut Sami Erdoğan (22097195)

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Comparison of ASE values with 95% bootstrap confidence intervals (CIs) and paired <i>t</i>-test <i>p</i>-values for BP() and NB() under equal sample sizes (). by Mahmut Sami Erdoğan (22097195)

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R source code for real data applications using the proposed NURBS-based ROC estimator. by Mahmut Sami Erdoğan (22097195)

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Estimated ROC curves with 95% bootstrap confidence bands for four nonparametric methods based on the FC dataset. by Mahmut Sami Erdoğan (22097195)

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ASE values of eight different estimators for the last three different scenarios. by Mahmut Sami Erdoğan (22097195)

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Comparison of ASE values with 95% bootstrap confidence intervals (CIs) and paired <i>t</i>-test <i>p</i>-values for NB6 vs kROC estimators under equal sample sizes (). by Mahmut Sami Erdoğan (22097195)

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Estimated ROC curves with 95% bootstrap confidence bands for four nonparametric methods based on the HL dataset. by Mahmut Sami Erdoğan (22097195)

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Comparison of ASE values with 95% bootstrap confidence intervals (CIs) and paired <i>t</i>-test <i>p</i>-values for NB6 vs BP6 estimators under equal sample sizes (). by Mahmut Sami Erdoğan (22097195)

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Estimated ROC curves with 95% bootstrap confidence bands for four nonparametric methods applied to the U96113_at gene. by Mahmut Sami Erdoğan (22097195)

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Estimated ROC curves with 95% bootstrap confidence bands for four nonparametric methods applied to the U46006_s_at gene. by Mahmut Sami Erdoğan (22097195)

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ASE values of eight different estimators for the first three different scenarios. by Mahmut Sami Erdoğan (22097195)

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Maps of median projected λ_<i>S</i> (a) and <i>R</i>₀ (b) across 1st-level sub-national administrative regions in selected South American countries. by Keith Fraser (1868587)