Natural language processing in the classification of radiology reports in benign gallbladder diseases
Lislie Gabriela Santin,
Henrique Min Ho Lee,
Viviane Mariano da Silva
et al.
Abstract:Objective: To develop a natural language processing application capable of automatically identifying benign gallbladder diseases that require surgery, from radiology reports. Materials and Methods: We developed a text classifier to classify reports as describing benign diseases of the gallbladder that do or do not require surgery. We randomly selected 1,200 reports describing the gallbladder from our database, including different modalities. Four radiologists classified the reports as describing benign diseas… Show more
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