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Models:
Daniel Galbraith
DanielG/
histology_analysis
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* The dataset contains the histopathological Images, each image is 96px * 96px.
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* The dataset contains the histopathological Images, each image is 96px * 96px.
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* A positive label indicates that the center 32x32px region of a patch contains at least one pixel of tumor tissue. Tumor tissue in the outer region of the patch does not influence the label. This outer region is provided to enable fully-convolutional models that do not use zero-padding, to ensure consistent behavior when applied to a whole-slide image.

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* A positive label indicates that the center 32x32px region of a patch contains at least one pixel of tumor tissue. Tumor tissue in the outer region of the patch does not influence the label. This outer region is provided to enable fully-convolutional models that do not use zero-padding, to ensure consistent behavior when applied to a whole-slide image.





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# 3. Designing the Model  (See notebooks)

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![Correlation_matrix](images/histology_slides.png)

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* ### **IS DATA RELEVANT TO THE PROBLEM ?**