Euniceyeee
commited on
Update README.md
Browse files
README.md
CHANGED
@@ -37,12 +37,12 @@ This dataset is intended for kidney abnormality classification.
|
|
37 |
### Direct Use
|
38 |
|
39 |
<!-- This section describes suitable use cases for the dataset. -->
|
40 |
-
|
41 |
|
42 |
### Out-of-Scope Use
|
43 |
|
44 |
<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
|
45 |
-
This dataset cannot be utilized for segmentation task since no ground truth
|
46 |
|
47 |
## Dataset Initial Processing
|
48 |
|
@@ -50,7 +50,17 @@ This dataset cannot be utilized for segmentation task since no ground truth data
|
|
50 |
## Dataset Structure
|
51 |
|
52 |
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
|
53 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
|
55 |
|
56 |
## Dataset Creation
|
|
|
37 |
### Direct Use
|
38 |
|
39 |
<!-- This section describes suitable use cases for the dataset. -->
|
40 |
+
By loading this dataset, it can output transformed images (mnumpy array dtype=uint32, and have broken down to sequence of images rather than multiple layer images), the original image path (numpy array dtype=float64 after loading), and the image label. Along with these information, various classification task can be performed.
|
41 |
|
42 |
### Out-of-Scope Use
|
43 |
|
44 |
<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
|
45 |
+
This dataset cannot be utilized for segmentation task since no ground truth image included.
|
46 |
|
47 |
## Dataset Initial Processing
|
48 |
|
|
|
50 |
## Dataset Structure
|
51 |
|
52 |
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
|
53 |
+
- kidney_CT
|
54 |
+
- kidney_CT.zip
|
55 |
+
- train
|
56 |
+
- kidneyabnormalityKiTS-xxxx_0000.mha (The 'KiTs' can be replaced by 'RUMC', the 'xxxx' is a four-digits number, serving as image number)
|
57 |
+
- ...
|
58 |
+
- test
|
59 |
+
- kidneyabnormalityKiTS-xxxx_0000.mha (The 'KiTs' can be replaced by 'RUMC', the 'xxxx' is a four-digits number, serving as image number)
|
60 |
+
- ...
|
61 |
+
- dataset_m.json
|
62 |
+
- {"image":"kidneyabnormalityKiTS-0000_0000.mha","split":"train","abnormality":0}
|
63 |
+
- ...
|
64 |
|
65 |
|
66 |
## Dataset Creation
|