Percentage of positive responses to access question 2011/12 by A) Age and sex B) SIMD decile C) Number of Health Issues and D) Urban/Rural Class. by David Henderson (4612354)

A demonstration of SAMCell’s interface throughout the various stages of use: (a) landing page for image upload, (b) image selection and processing status, (c) visualization of segm... by Alexandra Dunnum VandeLoo (22209218)

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Example images from the (a) Cytoplasm dataset and (b) LIVECell dataset used for training and example images from each of our evaluation datasets, (c) PBL-HEK and (d) PBL-N2a. by Alexandra Dunnum VandeLoo (22209218)

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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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