Usage

To use sentency in a project:

import spacy
from spacy import displacy

from sentency.regex import regexize_keywords
from sentency.sentency import Sentex

text = """
Screening for abdominal aortic aneurysm.
Impression: There is evidence of a fusiform
abdominal aortic aneurysm measuring 3.4 cm.
"""
aaa_keywords = "abdominal aortic aneurysm"
ignore_keywords = "screening aneurysm"

keyword_regex = regexize_keywords(aaa_keywords)
ignore_regex = regexize_keywords(ignore_keywords)

nlp = spacy.load("en_core_web_sm")
nlp.add_pipe(
"sentex", config={
        "sentence_regex": keyword_regex,
        "ignore_regex": ignore_regex,
        "annotate_ents": True,
        "label": "AAA"
        }
)

doc = nlp(text)

displacy.render(doc, style="ent", options = {"ents": ["AAA"]})