Fig. 4From: Data-centric artificial intelligence in oncology: a systematic review assessing data quality in machine learning models for head and neck cancerGeneral characteristics and risk of bias rating for ML studies employing unstructured datasets. a Publication year trend b Plot showing the number of patient datasets by the different head and neck cancer subtypes c Risk of bias rating for individual domains of the PROBAST toolBack to article page