drug repurposing – Frost Institute for Data Science & Computing

Machine and Deep Learning Approaches for Cancer Drug Repurposing

In past years, medical oncology has witnessed an unprecedented explosion in the understanding of cancer pathophysiology and pathogenesis. With the advancement of next-generation sequencing technologies such as single-cell RNA sequencing, we are better equipped to explore and model complex phenomena such as cancer heterogeneity, resistance, and etiologies at a granular level. Read more “Machine and Deep Learning Approaches for Cancer Drug Repurposing” →

Drug Repositioning in Glioblastoma: A Pathway Perspective

Glioblastoma multiforme (GBM) is the most malignant primary adult brain tumor. The current standard of care is surgical resection, radiation, and chemotherapy treatment, which extends life in most cases. Unfortunately, tumor recurrence is nearly universal and patients with recurrent glioblastoma typically survive less than one year. Read more →

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Machine and Deep Learning Approaches for Cancer Drug Repurposing

Drug Repositioning in Glioblastoma: A Pathway Perspective