cburger/md_cleaned

---
dataset_info:
features:
- name: text
dtype: string
- name: label
dtype:
class_label:
names:
'0': ' Allergy / Immunology'
'1': ' Autopsy'
'2': ' Bariatrics'
'3': ' Cardiovascular / Pulmonary'
'4': ' Chiropractic'
'5': ' Consult - History and Phy.'
'6': ' Cosmetic / Plastic Surgery'
'7': ' Dentistry'
'8': ' Dermatology'
'9': ' Diets and Nutritions'
'10': ' Discharge Summary'
'11': ' ENT - Otolaryngology'
'12': ' Emergency Room Reports'
'13': ' Endocrinology'
'14': ' Gastroenterology'
'15': ' General Medicine'
'16': ' Hematology - Oncology'
'17': ' Hospice - Palliative Care'
'18': ' IME-QME-Work Comp etc.'
'19': ' Lab Medicine - Pathology'
'20': ' Letters'
'21': ' Nephrology'
'22': ' Neurology'
'23': ' Neurosurgery'
'24': ' Obstetrics / Gynecology'
'25': ' Office Notes'
'26': ' Ophthalmology'
'27': ' Orthopedic'
'28': ' Pain Management'
'29': ' Pediatrics - Neonatal'
'30': ' Physical Medicine - Rehab'
'31': ' Podiatry'
'32': ' Psychiatry / Psychology'
'33': ' Radiology'
'34': ' Rheumatology'
'35': ' SOAP / Chart / Progress Notes'
'36': ' Sleep Medicine'
'37': ' Speech - Language'
'38': ' Surgery'
'39': ' Urology'
splits:
- name: train
num_bytes: 15217210
num_examples: 4948
download_size: 7196712
dataset_size: 15217210
---
# Dataset Card for "md_cleaned"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集特征

• text: 数据类型为字符串。
• label: 数据类型为分类标签，包含以下类别：
  • 0: Allergy / Immunology
  • 1: Autopsy
  • 2: Bariatrics
  • 3: Cardiovascular / Pulmonary
  • 4: Chiropractic
  • 5: Consult - History and Phy.
  • 6: Cosmetic / Plastic Surgery
  • 7: Dentistry
  • 8: Dermatology
  • 9: Diets and Nutritions
  • 10: Discharge Summary
  • 11: ENT - Otolaryngology
  • 12: Emergency Room Reports
  • 13: Endocrinology
  • 14: Gastroenterology
  • 15: General Medicine
  • 16: Hematology - Oncology
  • 17: Hospice - Palliative Care
  • 18: IME-QME-Work Comp etc.
  • 19: Lab Medicine - Pathology
  • 20: Letters
  • 21: Nephrology
  • 22: Neurology
  • 23: Neurosurgery
  • 24: Obstetrics / Gynecology
  • 25: Office Notes
  • 26: Ophthalmology
  • 27: Orthopedic
  • 28: Pain Management
  • 29: Pediatrics - Neonatal
  • 30: Physical Medicine - Rehab
  • 31: Podiatry
  • 32: Psychiatry / Psychology
  • 33: Radiology
  • 34: Rheumatology
  • 35: SOAP / Chart / Progress Notes
  • 36: Sleep Medicine
  • 37: Speech - Language
  • 38: Surgery
  • 39: Urology

数据集分割

• train: 包含4948个样本，数据集大小为15217210字节。

数据集大小

• 下载大小: 7196712字节
• 数据集大小: 15217210字节

搜集汇总

背景与挑战

背景概述

该数据集是一个医疗文本分类数据集，包含约4,948条医疗记录文本，涵盖手术、放射学、精神病学等40个医疗类别。数据以parquet格式存储，适用于自然语言处理任务，如医疗文本分类或信息提取。