Abstract
Cancer heterogeneity is associated with drug resistance, risk of disease recurrence and metastasis. Pathology allows for the assessment of heterogeneity in the tumor. However, this assessment is limited to an overall assessment of the tumor microenvironment (TME), through measurement of mitotic levels and cancer invasion. We present PhenoScope, a platform for multi-scale analysis and visualization of tumor heterogeneity that integrates cancer data across scales to extract cross modality trends that drive cancer invasion.
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