| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - medical |
| pretty_name: ICD10CM embeddings with intfloat/e5_small_v2 |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| dataset_info: |
| features: |
| - name: full_code |
| dtype: string |
| - name: chapter |
| dtype: string |
| - name: chapter_desc |
| dtype: string |
| - name: block_code |
| dtype: string |
| - name: block_desc |
| dtype: string |
| - name: icd_code |
| dtype: string |
| - name: who_desc |
| dtype: string |
| - name: valid_clinical_use |
| dtype: string |
| - name: embedding_model |
| dtype: string |
| - name: embedded_text |
| dtype: string |
| - name: embedded_text_long |
| dtype: string |
| - name: embedding |
| sequence: float64 |
| - name: embedding_long |
| sequence: float64 |
| splits: |
| - name: train |
| num_bytes: 277815895 |
| num_examples: 41008 |
| download_size: 220261482 |
| dataset_size: 277815895 |
| --- |
| |
| Embeddings of `icd10cm-order-2025.txt` sourced from [cdc.gov](https://ftp.cdc.gov/pub/Health_Statistics/NCHS/Publications/ICD10CM/2025/ICD10-CM%20Code%20Descriptions%202025.zip), |
| using `intfloat/e5_small_v2`, a solid performer for its size on ICD10CM, see https://arxiv.org/abs/2401.01943. |
|
|
| Input labels are prefixed with `query: ` per model guidance. |
|
|
| - code: The ICD10-CM code |
| - level: the level of the code; 0 for A01, 1 for A01.0, 2 for A01.00, etc. |
| - parent_code: parent ICD10-CM code; "None" for level-0 codes. |
| - valid: whether the code is [valid](https://www.apta.org/your-practice/payment/coding-billing/icd-10/faqs). |
| - embedded_text: the embedded text (the label prefixed with `query: `) |
| - embedding: comma-separated vector |
|
|
|
|
|
|
