Fig. 4: Prevalence of postpartum hemorrhage (PPH) international classification of diseases (ICD) codes in notes with varying estimated blood loss (EBL).
From: Zero-shot interpretable phenotyping of postpartum hemorrhage using large language models
The y-axis depicts the range of estimated blood loss (EBL) values extracted from the delivery note by Flan-T5 (if any), and the x-axis denotes the proportion of notes in each EBL category with a postpartum hemorrhage ICD diagnostic code. PPH ICD codes are defined according to the definition in Zheutlin et al.8. Refer to Supplementary Fig. 2 for a similar plot using the PPH ICD definition from Butwick et al.7. PPH postpartum hemorrhage, ICD international classification of diseases, EBL estimated blood loss.
