Section:
Application Domains
Tumor growth monitoring and therapeutic evaluation
Each type of cancer is different and requires an adequate model. More specifically, we are currently working on the following diseases:
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Glioma (brain tumors) of various grades,
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Metastases to the lung, liver and brain from various organs,
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Soft-tissue sarcoma,
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Kidney cancer and its metastases,
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non small cell lung carcinoma.
In this context our application domains are
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Image-driven patient-specific simulations of tumor growth and treatments,
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Parameter estimation and data assimilation of medical images.
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Machine and deep learning methods for delineating the lesions and stratifying patients according to their responses to treatment or risks of relapse.