Automated detection of altered mental status in emergency department clinical notes: a deep learning approach

Table 3 The confusion matrix for AMS ICD codes attributed to visits concurrent with the HPI notes vs. labels by clinicians (accuracy = 81.3%)

Label by clinician	AMS ICD’s	No AMS ICD’s
AMS	456	37
Not AMS	174	463

ISSN: 1472-6947