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Table 1 The top 10 results of sepsis symptom patterns compared in the private and public datasets

From: Embedding, aligning and reconstructing clinical notes to explore sepsis

Corpus

Freq

Pattern

PR_Dc

76

[‘respiratory failure’, ‘hypoxemic respiratory’, ‘hypoxemic resp’]

23

[‘respiratory failure’, ‘acute hypoxemic’, ‘hypoxemic respiratory’, ‘hypoxemic resp’]

16

[‘respiratory failure’, ‘worsening respiratory’, ‘respiratory status’]

14

[‘cystic lesion’, ‘6 cm cystic’, ‘septated cystic’, ‘abscess drainage’, ‘felt SOB’]

13

[‘respiratory distress’, ‘purulent drainage’, ‘denies chill’]

13

[‘LLE cellulitis’, ‘redness noted’]

12

[‘hypoxemic respiratory’, ‘developed hypoxemic’, ‘hypoxemic resp’]

11

[‘echinococcal cysts’, ‘showing cystic’, ‘cystic lesion’]

10

[‘respiratory failure’, ‘respiratory distress’, ‘acute respiratory’]

8

[‘hepaitic lesion’, ‘cystic lesion’, ‘septated cystic’, ‘abscess drainage’, ‘felt SOB’]

MIMIC-III

34

['altered mental’, 'hypercarbic respiratory']

22

['yellow secretion’, 'respiratory failure']

18

['respiratory failure’, 'breathing noted']

17

['respiratory distress’, 'white secretions']

9

['breath sounds', 'tan secretions']

8

['respiratory failure’, 'thick secretion']

6

['breath sounds', 'thick secretion']

5

[‘cystitis', 'secretions suctioned’, 'mouthing words’]

4

['tinged secretions’, ’uncomfortable']

2

[‘abdominal discomfort’, ‘brown drainage’, ‘hypercarbic respiratory’, ‘pulm edema’]