Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,62 @@
|
|
1 |
-
---
|
2 |
-
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
annotations_creators:
|
3 |
+
- synthetic
|
4 |
+
language:
|
5 |
+
- en
|
6 |
+
license: apache-2.0
|
7 |
+
multilinguality:
|
8 |
+
- monolingual
|
9 |
+
pretty_name: Myelography Imaging
|
10 |
+
size_categories:
|
11 |
+
- 1K<n<10K
|
12 |
+
source_datasets:
|
13 |
+
- original
|
14 |
+
task_categories:
|
15 |
+
- text-classification
|
16 |
+
task_ids:
|
17 |
+
- named-entity-recognition
|
18 |
+
- news-articles-summarization
|
19 |
+
---
|
20 |
+
|
21 |
+
# Myelography Imaging
|
22 |
+
|
23 |
+
## Dataset Description
|
24 |
+
|
25 |
+
This dataset consists of **750 synthetic myelography examination records** representing a wide spectrum of spinal pathologies and patient experiences. Each record includes:
|
26 |
+
|
27 |
+
- **Patient demographics**: Age and sex.
|
28 |
+
- **Clinical symptoms prompting the procedure**: Detailed and verbose descriptions.
|
29 |
+
- **Procedural details**: Contrast medium type, injection site, and imaging modality used.
|
30 |
+
- **Verbose findings**: Observations such as spinal cord compression, herniated discs, tumors, and spinal stenosis.
|
31 |
+
- **Complications encountered**: Any issues arising during or after the procedure.
|
32 |
+
- **Follow-up recommendations**: Suggested next steps, including surgical consultation, physical therapy, or additional imaging.
|
33 |
+
|
34 |
+
### Example Data
|
35 |
+
|
36 |
+
| Age | Sex | Clinical Symptoms | Contrast Medium Type | Injection Site | Imaging Modality | Findings | Complications | Follow-up Recommendations |
|
37 |
+
|-----|-------|---------------------------------------------------------|----------------------|----------------|------------------|-------------------------------------------------|------------------------------------------|--------------------------------------------------|
|
38 |
+
| 45 | Male | Chronic lower back pain with radiating leg pain | Iodinated contrast | Lumbar spine | X-ray | Large herniated disc at L4-L5 | No complications | Referral to neurosurgery for evaluation |
|
39 |
+
| 60 | Female| Acute onset lower limb weakness post-trauma | Gadolinium-based contrast| Cervical spine | MRI | Severe spinal cord compression | Localized discomfort at injection site | Follow-up imaging with enhanced MRI |
|
40 |
+
|
41 |
+
## Intended Use
|
42 |
+
|
43 |
+
This dataset is intended for educational, research, and development purposes, including:
|
44 |
+
- Training and benchmarking in **natural language processing** (NLP) tasks.
|
45 |
+
- Developing tools for medical image analysis and clinical decision support systems.
|
46 |
+
- Conducting exploratory data analysis in synthetic medical datasets.
|
47 |
+
|
48 |
+
## Limitations
|
49 |
+
|
50 |
+
This dataset is entirely synthetic and does not contain real patient data. It should not be used for diagnostic purposes. The findings and follow-up recommendations are simulated and may not encompass the full complexity of real-world scenarios.
|
51 |
+
|
52 |
+
## License
|
53 |
+
|
54 |
+
This dataset is distributed under the **Apache 2.0 License**.
|
55 |
+
|
56 |
+
## Citation
|
57 |
+
|
58 |
+
---
|
59 |
+
|
60 |
+
### Acknowledgments
|
61 |
+
|
62 |
+
|