Umbrella trials and basket trials are innovative trial designs used in cancer research. Umbrella trials test multiple treatments for a single type of cancer, allowing researchers to evaluate several therapies simultaneously. Basket trials, on the other hand, test a single treatment across multiple cancer types that share a common genetic mutation. Both designs can expedite the identification of effective treatments and make the research process more efficient.