Hugging Face's logo

Datasets:
BrainHealthAI
/
MedQADataFrenchWilliams

Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Languages:
French
Size:
10K - 100K
Tags:
medical
healthcare
question-answering
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
Williamsanderson commited on
Commit
c33449e
·
0 Parent(s):

Duplicate from Williamsanderson/MedQAData-FR

Browse files
Files changed (26) hide show
  1. .gitattributes +60 -0
  2. README.md +130 -0
  3. all/train-00000-of-00001.parquet +3 -0
  4. anesthesiology/train-00000-of-00001.parquet +3 -0
  5. audiology/train-00000-of-00001.parquet +3 -0
  6. bariatric_surgery/train-00000-of-00001.parquet +3 -0
  7. child_health/train-00000-of-00001.parquet +3 -0
  8. community_medicine/train-00000-of-00001.parquet +3 -0
  9. critical_care/train-00000-of-00001.parquet +3 -0
  10. dentistry/train-00000-of-00001.parquet +3 -0
  11. dermatology/train-00000-of-00001.parquet +3 -0
  12. diabetes/train-00000-of-00001.parquet +3 -0
  13. dietetics/train-00000-of-00001.parquet +3 -0
  14. endocrinology/train-00000-of-00001.parquet +3 -0
  15. gastroenterology/train-00000-of-00001.parquet +3 -0
  16. general_medicine/train-00000-of-00001.parquet +3 -0
  17. hematology/train-00000-of-00001.parquet +3 -0
  18. hiv_aids/train-00000-of-00001.parquet +3 -0
  19. infectious_diseases/train-00000-of-00001.parquet +3 -0
  20. infertility/train-00000-of-00001.parquet +3 -0
  21. internal_diseases/train-00000-of-00001.parquet +3 -0
  22. mental_health/train-00000-of-00001.parquet +3 -0
  23. microbiology/train-00000-of-00001.parquet +3 -0
  24. oncology/train-00000-of-00001.parquet +3 -0
  25. toxicology/train-00000-of-00001.parquet +3 -0
  26. urology/train-00000-of-00001.parquet +3 -0
.gitattributes ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.avro filter=lfs diff=lfs merge=lfs -text
4
+ *.bin filter=lfs diff=lfs merge=lfs -text
5
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
6
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
7
+ *.ftz filter=lfs diff=lfs merge=lfs -text
8
+ *.gz filter=lfs diff=lfs merge=lfs -text
9
+ *.h5 filter=lfs diff=lfs merge=lfs -text
10
+ *.joblib filter=lfs diff=lfs merge=lfs -text
11
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
12
+ *.lz4 filter=lfs diff=lfs merge=lfs -text
13
+ *.mds filter=lfs diff=lfs merge=lfs -text
14
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
15
+ *.model filter=lfs diff=lfs merge=lfs -text
16
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
17
+ *.npy filter=lfs diff=lfs merge=lfs -text
18
+ *.npz filter=lfs diff=lfs merge=lfs -text
19
+ *.onnx filter=lfs diff=lfs merge=lfs -text
20
+ *.ot filter=lfs diff=lfs merge=lfs -text
21
+ *.parquet filter=lfs diff=lfs merge=lfs -text
22
+ *.pb filter=lfs diff=lfs merge=lfs -text
23
+ *.pickle filter=lfs diff=lfs merge=lfs -text
24
+ *.pkl filter=lfs diff=lfs merge=lfs -text
25
+ *.pt filter=lfs diff=lfs merge=lfs -text
26
+ *.pth filter=lfs diff=lfs merge=lfs -text
27
+ *.rar filter=lfs diff=lfs merge=lfs -text
28
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
29
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
30
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
31
+ *.tar filter=lfs diff=lfs merge=lfs -text
32
+ *.tflite filter=lfs diff=lfs merge=lfs -text
33
+ *.tgz filter=lfs diff=lfs merge=lfs -text
34
+ *.wasm filter=lfs diff=lfs merge=lfs -text
35
+ *.xz filter=lfs diff=lfs merge=lfs -text
36
+ *.zip filter=lfs diff=lfs merge=lfs -text
37
+ *.zst filter=lfs diff=lfs merge=lfs -text
38
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
39
+ # Audio files - uncompressed
40
+ *.pcm filter=lfs diff=lfs merge=lfs -text
41
+ *.sam filter=lfs diff=lfs merge=lfs -text
42
+ *.raw filter=lfs diff=lfs merge=lfs -text
43
+ # Audio files - compressed
44
+ *.aac filter=lfs diff=lfs merge=lfs -text
45
+ *.flac filter=lfs diff=lfs merge=lfs -text
46
+ *.mp3 filter=lfs diff=lfs merge=lfs -text
47
+ *.ogg filter=lfs diff=lfs merge=lfs -text
48
+ *.wav filter=lfs diff=lfs merge=lfs -text
49
+ # Image files - uncompressed
50
+ *.bmp filter=lfs diff=lfs merge=lfs -text
51
+ *.gif filter=lfs diff=lfs merge=lfs -text
52
+ *.png filter=lfs diff=lfs merge=lfs -text
53
+ *.tiff filter=lfs diff=lfs merge=lfs -text
54
+ # Image files - compressed
55
+ *.jpg filter=lfs diff=lfs merge=lfs -text
56
+ *.jpeg filter=lfs diff=lfs merge=lfs -text
57
+ *.webp filter=lfs diff=lfs merge=lfs -text
58
+ # Video files - compressed
59
+ *.mp4 filter=lfs diff=lfs merge=lfs -text
60
+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,130 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-sa-4.0
3
+ language:
4
+ - fr
5
+ tags:
6
+ - medical
7
+ - healthcare
8
+ - question-answering
9
+ datasets:
10
+ - Williamsanderson/MedQAData-v2
11
+ task_categories:
12
+ - question-answering
13
+ configs:
14
+ - config_name: all
15
+ default: true
16
+ data_files:
17
+ - split: train
18
+ path: all/train-*.parquet
19
+ - config_name: anesthesiology
20
+ data_files:
21
+ - split: train
22
+ path: anesthesiology/train-*.parquet
23
+ - config_name: audiology
24
+ data_files:
25
+ - split: train
26
+ path: audiology/train-*.parquet
27
+ - config_name: bariatric_surgery
28
+ data_files:
29
+ - split: train
30
+ path: bariatric_surgery/train-*.parquet
31
+ - config_name: child_health
32
+ data_files:
33
+ - split: train
34
+ path: child_health/train-*.parquet
35
+ - config_name: community_medicine
36
+ data_files:
37
+ - split: train
38
+ path: community_medicine/train-*.parquet
39
+ - config_name: critical_care
40
+ data_files:
41
+ - split: train
42
+ path: critical_care/train-*.parquet
43
+ - config_name: dentistry
44
+ data_files:
45
+ - split: train
46
+ path: dentistry/train-*.parquet
47
+ - config_name: dermatology
48
+ data_files:
49
+ - split: train
50
+ path: dermatology/train-*.parquet
51
+ - config_name: diabetes
52
+ data_files:
53
+ - split: train
54
+ path: diabetes/train-*.parquet
55
+ - config_name: dietetics
56
+ data_files:
57
+ - split: train
58
+ path: dietetics/train-*.parquet
59
+ - config_name: endocrinology
60
+ data_files:
61
+ - split: train
62
+ path: endocrinology/train-*.parquet
63
+ - config_name: gastroenterology
64
+ data_files:
65
+ - split: train
66
+ path: gastroenterology/train-*.parquet
67
+ - config_name: general_medicine
68
+ data_files:
69
+ - split: train
70
+ path: general_medicine/train-*.parquet
71
+ - config_name: hematology
72
+ data_files:
73
+ - split: train
74
+ path: hematology/train-*.parquet
75
+ - config_name: hiv_aids
76
+ data_files:
77
+ - split: train
78
+ path: hiv_aids/train-*.parquet
79
+ - config_name: infectious_diseases
80
+ data_files:
81
+ - split: train
82
+ path: infectious_diseases/train-*.parquet
83
+ - config_name: infertility
84
+ data_files:
85
+ - split: train
86
+ path: infertility/train-*.parquet
87
+ - config_name: internal_diseases
88
+ data_files:
89
+ - split: train
90
+ path: internal_diseases/train-*.parquet
91
+ - config_name: mental_health
92
+ data_files:
93
+ - split: train
94
+ path: mental_health/train-*.parquet
95
+ - config_name: microbiology
96
+ data_files:
97
+ - split: train
98
+ path: microbiology/train-*.parquet
99
+ - config_name: oncology
100
+ data_files:
101
+ - split: train
102
+ path: oncology/train-*.parquet
103
+ - config_name: toxicology
104
+ data_files:
105
+ - split: train
106
+ path: toxicology/train-*.parquet
107
+ - config_name: urology
108
+ data_files:
109
+ - split: train
110
+ path: urology/train-*.parquet
111
+ ---
112
+
113
+ # MedQAData-FR
114
+
115
+ French-focused medical Q&A dataset derived from **MedQAData-v2**.
116
+
117
+ | Field | Description |
118
+ |---|---|
119
+ | `context_question` | Full patient narrative |
120
+ | `question` | Short direct question reformulated from context (1 line, ends with ?) |
121
+ | `answer` | Concise doctor answer (filler removed) |
122
+ | `language` | French |
123
+ | `urgency` | low / medium / high / critical |
124
+ | `speciality` | Medical specialty |
125
+ | `article_title` | Reference article title |
126
+ | `entities` | Dict with keys `age`, `medicament`, `sympt`, `medical_field`, `disease`, `Test` (each a list of strings) |
127
+
128
+ **Specialties**: 23 | **Rows**: 16,968 | **Language**: French
129
+
130
+ Part of the **BRAIN HEALTH** project - Operation HELIX-FT.
all/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f64aed95adab0c157f414120fdcb7fead7adcaafc332bcd295abb80bb776296f
3
+ size 7747478
anesthesiology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a17fcfe3b42ae6607eb7614ba1d20072ff4095d57fe095fad25bb0ec40dd02a
3
+ size 364450
audiology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e09ca82bce730f728635da17ef8436d18f72d0c9c2012412e9f12893a564985b
3
+ size 335394
bariatric_surgery/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e590266ce41ac9692ee18e7aaeb833ef35e55366e66d06af5196cacb9159177
3
+ size 290733
child_health/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8bed19b1d38079856dd11ee629d52af50d3bf7ab273efe8d4275a582899e6151
3
+ size 357454
community_medicine/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e17463f55e33a1446fd3c76e1176eaa346d8922a82bc8a392bc89c8d2f813f80
3
+ size 372182
critical_care/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07c1ad34ee622a148cc2fa5a3fd8c2d7c52781357266b7666ffa63031a212868
3
+ size 370222
dentistry/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4e00417af7f1dddfefc3dbc72548ca22fe7db9499bf64817be19a43927434a40
3
+ size 330638
dermatology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c4754d5788480ec176e0a03a94aa27a61c3a48d70297c85d70c720803933f04
3
+ size 341452
diabetes/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d9d68298a5bce0b189e9be862fcf42fac375a367d5c2212a6fa2bb1177a50fd
3
+ size 352375
dietetics/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:578f130a51131168bc2d49eb4f8ac4106af350f45e1639dbba54e2f7c327cbca
3
+ size 345450
endocrinology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d235b01ab5011cdc0a647b79b9702b538c666c0ab45ed55f13a1e705e284fe1a
3
+ size 339917
gastroenterology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a4d6fc1e85b8e535d8a37a086a53a74d54b6e52deea9709c144140393b042305
3
+ size 350345
general_medicine/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b63a07b17133c58fecfc508d0a8922ad718a3e3c439cce77bd7290dfe20c0cd7
3
+ size 364694
hematology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f63123e1d3428ad40f7460628d7714bf721bc0d968b0dd7bd8c8e9b522c19b51
3
+ size 352835
hiv_aids/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebd9a84ab71c333ded9d55ea756157893e874d225f4383d2d08f060d0ea13118
3
+ size 304940
infectious_diseases/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e35b20e52eed09cb20f5e0da3924e4fcb8c3ef9574f7de574b8bcff1c6ca847
3
+ size 365366
infertility/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3264f9b648c528adbcd3a3fb798b010f07d0f48bf02dea011e40c036e9a2f9f
3
+ size 344421
internal_diseases/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:59e2b788690840992f1a181f4190459dca05e959e3a0fcd351d3882b1efea06c
3
+ size 368224
mental_health/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93dfcdcb210d6a66051f5b2dcafc9f761d502053f49e174398a7cab2d512ab93
3
+ size 373794
microbiology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b261b2a75b0d407b0ba59f4341d996b1150e11c44eb53a9ae27669e395567c1d
3
+ size 360710
oncology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad9ae8266854865a7e7ec861cbc49bc9a6263e836e1de72bfe5ce0b1bc5a04b8
3
+ size 355520
toxicology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c54c01f1b738dc5dc33681dc55b21caba95feae4413a3b06fbabe5a083068a1
3
+ size 360259
urology/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:77fccec3d7e527a5010603f9e5965d365c93b5673a1eee08e2dff3136dcf3746
3
+ size 343265