CancerBERT: A cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records

Keyphrases

• Electronic Health Records 100%
• Cancer Phenotype 100%
• Domain-specific Languages 100%
• Breast Cancer Phenotype 100%
• Breast Cancer Patients 66%
• Clinical Decision Support 66%
• Cancer-associated 66%
• Pathology Report 66%
• Clinical Notes 66%
• Clinical Research 33%
• Clinical Text 33%
• Clinical Pathology 33%
• Exact Match 33%
• Patient Phenotype 33%
• Accurate Extraction 33%
• Named Entity 33%
• Cancer Phenotyping 33%
• BERT Model 33%
• Term Frequency 33%
• Macro F1 Score 33%
• NLP Tasks 33%
• Clinical NLP 33%
• Local Hospitals 33%
• Phenotype Extraction 33%
• Frequency-based 33%

Medicine and Dentistry

• Malignant Neoplasm 100%
• Electronic Health Record 100%
• Breast Cancer 100%
• Clinical Research 11%