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Table 5 Informative snippets extracted by the wide model and the narrow model for prediction of ICD code 276.1, bold snippet indicates the snippets evaluated as informative

From: An explainable CNN approach for medical codes prediction from clinical text

ICD code 276.1: “Hyposmolality and/or hyponatremia”

Wide-SWAM

...Dehydration and increased abd...

Wide-SWAM

...Hyponatremia and possible initiation of chemotherapy...

Narrow-SWAM

...Peritonitis renal failure and ileus on the floor the patient was followed by...

Narrow-SWAM

...Renal failure and small bowel obstruction of note the provided information on...