In cancer, AI has shown great promise in characterizing tumors, suggesting appropriate treatments and predicting patient survival. Despite the large potential impact on patient well-being and outcome, a digital health research platform, integrating multimodal data and advanced analytics, is slow to emerge, not in a small part due to (legal) data privacy restrictions.