Bob Silverman

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drug discovery biotechnology artificial intelligence in silico cell biology simulated experiments bioinformatics pharmaceuticals biotechnology research simulated cells patient biology precision oncology cancer treatment in silico experiments biological modeling molecular context combination therapies biological insights targeted drugs drug sensitivity crispr technology rna sequencing biomarkers therapeutic interventions molecular profiling experimentation modeling biological mechanisms translational science therapeutic strategies drug response prediction experiment validation model training data analysis biological translation disease understanding patient stratification clinical validation pipeline development high throughput profiling novel targets biological experiments clinical indication expansion molecular alterations drug development network biology machine learning experimental design preclinical models simulations in r&d cancer biology digital medicine complex disease modeling analytical methods data-driven drug discovery molecular interactions information technology & services medical data analytics