metadata
dataset_info:
features:
- name: text
dtype: string
- name: tokens
sequence: string
- name: tokens_offsets
sequence:
sequence: int32
- name: clinical_entity_tags
sequence:
class_label:
names:
'0': O
'1': B-CLINENTITY
'2': I-CLINENTITY
- name: temporal_information_tags
sequence:
class_label:
names:
'0': O
'1': B-EVENT
'2': B-ACTOR
'3': B-BODYPART
'4': B-TIMEX3
'5': B-RML
'6': I-EVENT
'7': I-ACTOR
'8': I-BODYPART
'9': I-TIMEX3
'10': I-RML
config_name: e3c
splits:
- name: en.layer1
num_bytes: 1273610
num_examples: 1520
- name: en.layer2
num_bytes: 2550153
num_examples: 2873
- name: es.layer1
num_bytes: 1252571
num_examples: 1134
- name: es.layer2
num_bytes: 2498266
num_examples: 2347
- name: eu.layer1
num_bytes: 1519021
num_examples: 3126
- name: eu.layer2
num_bytes: 839955
num_examples: 1594
- name: fr.layer1
num_bytes: 1258738
num_examples: 1109
- name: fr.layer2
num_bytes: 2628628
num_examples: 2389
- name: it.layer1
num_bytes: 1276534
num_examples: 1146
- name: it.layer2
num_bytes: 2641257
num_examples: 2436
download_size: 230213492
dataset_size: 17738733
Dataset Card for E3C
Dataset Description
- Homepage: https://github.com/hltfbk/E3C-Corpus
- Public: True
- Tasks: NER,RE
The European Clinical Case Corpus (E3C) project aims at collecting and
annotating a large corpus of clinical documents in five European languages (Spanish,
Basque, English, French and Italian), which will be freely distributed. Annotations
include temporal information, to allow temporal reasoning on chronologies, and
information about clinical entities based on medical taxonomies, to be used for semantic reasoning.
Citation Information
@report{Magnini2021,
author = {Bernardo Magnini and Begoña Altuna and Alberto Lavelli and Manuela Speranza
and Roberto Zanoli and Fondazione Bruno Kessler},
keywords = {Clinical data,clinical enti-ties,corpus,multilingual,temporal information},
title = {The E3C Project:
European Clinical Case Corpus El proyecto E3C: European Clinical Case Corpus},
url = {https://uts.nlm.nih.gov/uts/umls/home},
year = {2021},
}