BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining

Zachariah Zhang, Jingshu Liu, Narges Razavian

Clinical interactions are initially recorded and documented in free text medical notes. ICD coding is the task of classifying and coding all diagnoses, symptoms and procedures asso…