POINTWISE MUTUAL INFORMATION QUANTIFIES INTRATUMOR HETEROGENEITY IN TISSUE SECTIONS LABELED WITH MULTIPLE FLUORESCENT BIOMARKERS

Pointwise mutual information quantifies intratumor heterogeneity in tissue sections labeled with multiple fluorescent biomarkers

Background: Measures of spatial intratumor heterogeneity are potentially important diagnostic biomarkers for cancer progression, proliferation, and response to therapy.Spatial relationships among cells including cancer and stromal cells in the tumor microenvironment (TME) are key contributors to heterogeneity.Methods: We demonstrate how to quantify

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Incremental Benefit Allocation for Joint Operation of Multi-Stakeholder Wind-PV-Hydro Complementary Generation System With Cascade Hydro-Power: An Aumann-Shapley Value Method

In order to ensure joint operation of wind-PV-hydro complementary generation system with cascade hydro-power owned by multiple stakeholders, an equitable and efficient allocating mechanism for incremental benefit is of great importance.Firstly, rod brake the incremental benefit from joint operation is quantified for wind-PV-hydro complementary gene

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