| license: apache-2.0 | |
| language: | |
| - en | |
| library_name: transformers | |
| pipeline_tag: text-classification | |
| tags: | |
| - medical | |
| - icd10 | |
| - multilabel-classification | |
| # MediCoder AI v2 - Fixed Model | |
| This is a properly formatted version of the MediCoder model for medical code classification. | |
| ## Usage | |
| ```python | |
| from transformers import AutoTokenizer, AutoModelForSequenceClassification | |
| tokenizer = AutoTokenizer.from_pretrained("sshan95/medicoder-ai-v2-model") | |
| model = AutoModelForSequenceClassification.from_pretrained("sshan95/medicoder-ai-v2-model") | |
| ``` | |
| ## Configuration | |
| - **Labels**: 25,719 ICD-10 codes | |
| - **Architecture**: BERT-based | |
| - **Task**: Multi-label medical code classification | |