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Understanding cell-cell interactions with deep learning-based profiling
The aim is to understand how fibroblasts, the most common connective tissue in animals, and cancer cells interact with each other through image analysis. These co-culture imaging screens, containing fibroblasts and cancer cells, will help identify novel signaling mechanism involved in cancer. The objective is to apply deep learning techniques to these image-based assays to study interactions between and identify novel therapeutics that can make cancer therapies more effective.
Faculty Supervisor:
Jimmy Ba
Student:
Sumeet Ranka
Partner:
Phenomic AI Inc
Discipline:
Computer science
Sector:
University:
Program:
Accelerate
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