---
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