Earley Law Group reports how ICD-10 codes are used to classify slip-and-fall injuries for treatment, insurance, and liability ...
BiLSTM, an ICD-11 automatic coding model using MC-BERT and label attention. Experiments on clinical records show 83.86% ...
Nobody needs to go to medical school to know that people have two ears. However, if physicians treat a patient with suppurative, or pus-discharging, otitis media, they don't have to specify left ear, ...
The number of diagnosis codes has expanded from 13,000 ICD-9 codes to 68,000 ICD-10 codes, with 78 percent of ICD-9 diagnosis codes mapping 1-to-1 with an ICD-10 code, either exactly or approximately.
针对电子病历ICD编码存在的语义模糊、结构特征缺失等问题,研究人员提出融合选区树(Constituency Tree)和Tree-LSTM的TRIC模型,通过bioBERT预训练增强关键特征匹配,在MIMIC-III数据集上实现MiF 0.586、P@8 0.758的突破性性能,为医疗大数据标准化提供创新解决方案。
Coding in sports medicine generally uses sports-specific coding systems rather than the International Classification of Diseases (ICD), because of superior applicability to the profile of injury and ...
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