Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation.
David E HsuAbdulaziz Tijjani BakoThomas B H PotterAlan P PanGavin W BritzJonika TannousFarhaan S VahidyPublished in: JMIR AI (2023)
Our proposed NLP pipeline achieved high performance and has the potential to improve medical research and patient safety.