Fig. 4
From: Empirical evaluation of language modeling to ascertain cancer outcomes from clinical text reports
Comparing DFCI-ImagingBERT model performance to baseline models. Model performance as a function of architecture and training dataset size for identifying progression/worsening (top row) and response/improvement (bottom row). For boxplots in the right column, the middle line represents the median, the lower and upper hinges correspond to the 1st and 3rd quartiles, and the whisker corresponds to the minimum or maximum values no further than 1.5 times the inter-quartile range from the hinge. Data beyond the whiskers are outlying points, plotted individually in the scatter plots. TF-IDF: term frequency-inverse document frequency. CNN: convolutional neural network