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Journal of Big Data
Fig. 2 | Journal of Big Data

Fig. 2

From: Data-centric artificial intelligence in oncology: a systematic review assessing data quality in machine learning models for head and neck cancer

Fig. 2

General characteristics and risk of bias rating for ML studies employing structured datasets. a Publication year trend. b Plot showing the number of patient datasets by the different head and neck cancer subtypes. c Plot showing the clinical utility of the models according to the different cancer subtypes. d Risk of bias rating for individual domains of the PROBAST tool

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