Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
named-entity-recognition
Languages:
Spanish
Size:
10K - 100K
License:
lcampillos
commited on
Commit
·
449e0e0
1
Parent(s):
c6f7e16
Update README.md
Browse files
README.md
CHANGED
@@ -1,7 +1,7 @@
|
|
1 |
---
|
2 |
license: cc-by-4.0
|
3 |
---
|
4 |
-
# Dataset Card for [
|
5 |
|
6 |
## Table of Contents
|
7 |
- [Table of Contents](#table-of-contents)
|
@@ -33,7 +33,6 @@ license: cc-by-4.0
|
|
33 |
- **Homepage:** http://www.lllf.uam.es/ESP/nlpmedterm_en.html
|
34 |
- **Repository:** http://www.lllf.uam.es/ESP/nlpdata/wp2/CT-EBM-SP.zip
|
35 |
- **Paper:** Campillos-Llanos, L., Valverde-Mateos, A., Capllonch-Carrión, A., & Moreno-Sandoval, A. (2021). A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine. BMC medical informatics and decision making, 21(1), 1-19
|
36 |
-
- **Leaderboard:**
|
37 |
- **Point of Contact:** leonardo.campillos AT gmail.com
|
38 |
|
39 |
### Dataset Summary
|
@@ -57,9 +56,9 @@ If you use the CT-EBM-ES resource, please, cite as follows:
|
|
57 |
}
|
58 |
```
|
59 |
|
60 |
-
### Supported Tasks
|
61 |
|
62 |
-
|
63 |
|
64 |
### Languages
|
65 |
|
@@ -68,47 +67,44 @@ Spanish
|
|
68 |
## Dataset Structure
|
69 |
|
70 |
### Data Instances
|
|
|
|
|
|
|
|
|
|
|
|
|
71 |
|
72 |
-
[More Information Needed]
|
73 |
-
|
74 |
-
### Data Fields
|
75 |
-
|
76 |
-
[More Information Needed]
|
77 |
|
78 |
### Data Splits
|
79 |
|
80 |
-
|
|
|
|
|
81 |
|
82 |
## Dataset Creation
|
83 |
|
84 |
-
### Curation Rationale
|
85 |
-
|
86 |
-
[More Information Needed]
|
87 |
-
|
88 |
### Source Data
|
89 |
|
90 |
#### Initial Data Collection and Normalization
|
91 |
|
92 |
-
[More Information Needed]
|
93 |
-
|
94 |
-
#### Who are the source language producers?
|
95 |
-
|
96 |
-
[More Information Needed]
|
97 |
-
|
98 |
### Annotations
|
99 |
|
100 |
-
####
|
101 |
|
102 |
-
|
|
|
|
|
103 |
|
104 |
-
|
105 |
|
106 |
-
|
107 |
|
108 |
-
|
109 |
|
110 |
-
|
111 |
|
112 |
-
|
|
|
|
|
113 |
|
114 |
-
|
|
|
1 |
---
|
2 |
license: cc-by-4.0
|
3 |
---
|
4 |
+
# Dataset Card for [CT-EBM-ES (Clinical Trials for Evidence-based Medicine in Spanish)]
|
5 |
|
6 |
## Table of Contents
|
7 |
- [Table of Contents](#table-of-contents)
|
|
|
33 |
- **Homepage:** http://www.lllf.uam.es/ESP/nlpmedterm_en.html
|
34 |
- **Repository:** http://www.lllf.uam.es/ESP/nlpdata/wp2/CT-EBM-SP.zip
|
35 |
- **Paper:** Campillos-Llanos, L., Valverde-Mateos, A., Capllonch-Carrión, A., & Moreno-Sandoval, A. (2021). A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine. BMC medical informatics and decision making, 21(1), 1-19
|
|
|
36 |
- **Point of Contact:** leonardo.campillos AT gmail.com
|
37 |
|
38 |
### Dataset Summary
|
|
|
56 |
}
|
57 |
```
|
58 |
|
59 |
+
### Supported Tasks
|
60 |
|
61 |
+
Medical Named Entity Recognition
|
62 |
|
63 |
### Languages
|
64 |
|
|
|
67 |
## Dataset Structure
|
68 |
|
69 |
### Data Instances
|
70 |
+
292 173 tokens
|
71 |
+
46 699 entities of the following medical UMLS semantic groups:
|
72 |
+
- ANAT: 6728 entities
|
73 |
+
- CHEM: 9224 entities
|
74 |
+
- DISO: 13 067 entities
|
75 |
+
- PROC: 17 680 entities
|
76 |
|
|
|
|
|
|
|
|
|
|
|
77 |
|
78 |
### Data Splits
|
79 |
|
80 |
+
Train: 175 203 tokens, 28 101 entities
|
81 |
+
Development: 58 670 tokens, 9629 entities
|
82 |
+
Test: 58 300 tokens, 8969 entities
|
83 |
|
84 |
## Dataset Creation
|
85 |
|
|
|
|
|
|
|
|
|
86 |
### Source Data
|
87 |
|
88 |
#### Initial Data Collection and Normalization
|
89 |
|
|
|
|
|
|
|
|
|
|
|
|
|
90 |
### Annotations
|
91 |
|
92 |
+
#### Who are the annotators?
|
93 |
|
94 |
+
- Leonardo Campillos-Llanos, Computational Linguist, Consejo Superior de Investigaciones Científicas
|
95 |
+
- Adrián Capllonch-Carrión, Medical Doctor, Centro de Salud Retiro, Hospital Universitario Gregorio Marañón
|
96 |
+
- Ana Valverde-Mateos, Medical Lexicographist, Spanish Royal Academy of Medicine
|
97 |
|
98 |
+
## Considerations for Using the Data
|
99 |
|
100 |
+
Disclosure: This dataset is under development and needs to be improved. It should not be used for medical decision making without human assistance and supervision.
|
101 |
|
102 |
+
This resource is intended for a generalist purpose, and may have bias and/or any other undesirable distortions.
|
103 |
|
104 |
+
The owner or creator of the models will in no event be liable for any results arising from the use made by third parties of this dataset.
|
105 |
|
106 |
+
Descargo de responsabilidad: Este conjunto de datos se encuentra en desarrollo y no debe ser empleada para la toma de decisiones médicas
|
107 |
+
|
108 |
+
La finalidad de este modelo es generalista, y puede tener sesgos y/u otro tipo de distorsiones indeseables.
|
109 |
|
110 |
+
El propietario o creador de los modelos de ningún modo será responsable de los resultados derivados del uso que las terceras partes hagan de estos datos.
|