Datasets:
Tasks:
Image Classification
Sub-tasks:
multi-label-image-classification
Languages:
English
Size:
100B<n<1T
License:
YuxuanZhang888
commited on
Commit
•
d48354f
1
Parent(s):
3566aa1
Upload README.md
Browse files
README.md
CHANGED
@@ -86,10 +86,12 @@ English is used for text data like labels and imaging study descriptions.
|
|
86 |
### Data Instances
|
87 |
|
88 |
The data will follow the structure below:
|
|
|
|
|
89 |
{
|
90 |
"image": image.png # A CT image
|
91 |
"ImageType": ['ORIGINAL', 'PRIMARY', 'AXIAL', 'CT_SOM5 SPI'] # A list containing the info of the image
|
92 |
-
"StudyDate": "20000101" # Date of the study
|
93 |
"SeriesDate": 20000101" # Date of the series
|
94 |
"Manufacturer": "SIEMENS" # Manufacturer of the device used for imaging
|
95 |
"StudyDescription": "Abdomen^24ACRIN_Colo_IRB2415-04 (Adult)" # Description of the study
|
@@ -99,23 +101,26 @@ The data will follow the structure below:
|
|
99 |
"PregnancyStatus": "None" # Patient's pregnancy status
|
100 |
"BodyPartExamined": "COLON" # Body part examined
|
101 |
}
|
|
|
102 |
|
103 |
### Data Fields
|
104 |
|
105 |
-
-
|
106 |
-
-
|
107 |
-
-
|
108 |
-
-
|
109 |
-
-
|
110 |
-
-
|
111 |
-
-
|
112 |
-
-
|
|
|
|
|
|
|
113 |
|
114 |
### Data Splits
|
115 |
|
116 |
| | train | validation | test |
|
117 |
|-------------------------|------:|-----------:|-----:|
|
118 |
-
| Input Sentences | | | |
|
119 |
| Average Sentence Length | | | |
|
120 |
|
121 |
## Dataset Creation
|
|
|
86 |
### Data Instances
|
87 |
|
88 |
The data will follow the structure below:
|
89 |
+
|
90 |
+
'''
|
91 |
{
|
92 |
"image": image.png # A CT image
|
93 |
"ImageType": ['ORIGINAL', 'PRIMARY', 'AXIAL', 'CT_SOM5 SPI'] # A list containing the info of the image
|
94 |
+
"StudyDate": "20000101" # Date of the case study
|
95 |
"SeriesDate": 20000101" # Date of the series
|
96 |
"Manufacturer": "SIEMENS" # Manufacturer of the device used for imaging
|
97 |
"StudyDescription": "Abdomen^24ACRIN_Colo_IRB2415-04 (Adult)" # Description of the study
|
|
|
101 |
"PregnancyStatus": "None" # Patient's pregnancy status
|
102 |
"BodyPartExamined": "COLON" # Body part examined
|
103 |
}
|
104 |
+
'''
|
105 |
|
106 |
### Data Fields
|
107 |
|
108 |
+
- image (PIL.PngImagePlugin.PngImageFile): The CT image in PNG format
|
109 |
+
- ImageType (List(String)): A list containing the info of the image
|
110 |
+
- StudyDate (String): Date of the case study
|
111 |
+
- SeriesDate (String): Date of the series study
|
112 |
+
- Manufacturer (String): Manufacturer of the device used for imaging
|
113 |
+
- StudyDescription (String): Description of the study
|
114 |
+
- SeriesDescription (String): Description of the series
|
115 |
+
- PatientSex (String): Patient's sex
|
116 |
+
- PatientAge (String): Patient's age
|
117 |
+
- PregnancyStatus (String): Patient's pregnancy status
|
118 |
+
- BodyPartExamined (String): The body part examined
|
119 |
|
120 |
### Data Splits
|
121 |
|
122 |
| | train | validation | test |
|
123 |
|-------------------------|------:|-----------:|-----:|
|
|
|
124 |
| Average Sentence Length | | | |
|
125 |
|
126 |
## Dataset Creation
|