Concepedia

Rule-based natural language processing for automation of stroke data extraction: a validation study

Dane Gunter, Olivier Miguel, Rebecca E. Thornhill, Amy Yu, Zhongyu A. Liu, Muhammad Mamdani, Chloé Pou-Prom, Richard I. Aviv

Neuroradiology · 2022 · 18 citations · 16 references

Concepts

ComputingBiomedical InformaticsComputer ScienceMachine LearningNatural Language ProcessingStroke RehabilitationData PreprocessingInformation ExtractionKnowledge ExtractionRule-based RepresentationStrokeStroke RecognitionNatural Language Rule ExtractionRule ExtractionRule-based Knowledge RepresentationStroke Recognition AccuracyStroke Symptom RecognitionValidation Study Design

References

16

Recommendations on Angiographic Revascularization Grading Standards for Acute Ischemic Stroke

Osama O. Zaidat, Albert J. Yoo, Pooja Khatri et al. · Stroke · 2013 · 1.7K citations · Full text

Medicine, Neurology, Surgery +14

Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT

Shijie Wu, Mark Dredze · 2019 · 594 citations · Full text

Computing, Computer Science, Computational Linguistics +5

Acute Stroke Imaging Research Roadmap II

Stroke · 2013 · 226 citations · Full text

Medicine, Bioengineering, Neurology +17

A systematic review of natural language processing applied to radiology reports

BMC Medical Informatics and Decision Making · 2021 · 202 citations · Full text

Computing, Health Informatics, Radiology +17

Automating Ischemic Stroke Subtype Classification Using Machine Learning and Natural Language Processing

Ravi Garg, Elissa H. Oh, Andrew M. Naidech et al. · Journal of Stroke and Cerebrovascular Diseases · 2019 · 153 citations

Computing, Computer Science, Neurology +12