Any-to-Any
Bagel
Safetensors
English
medical
medical-imaging
brain-mri
multimodal
image-to-image
image-text-to-text
modality-imputation
Instructions to use Astrostellar/UniBrain with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Bagel
How to use Astrostellar/UniBrain with Bagel:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
zhiyuns commited on
Commit ·
65cf414
1
Parent(s): 39e4bee
upload stage-2 model
Browse files- README.md +2 -2
- checkpoints_s2/0002000/ema.safetensors +3 -0
README.md
CHANGED
|
@@ -58,7 +58,7 @@ The following results are reported on the RadGenome-Brain MRI evaluation split i
|
|
| 58 |
|
| 59 |
### MRI diagnosis and report generation
|
| 60 |
|
| 61 |
-
| Available modalities | Acc | ROUGE |
|
| 62 |
| --- | ---: | ---: |
|
| 63 |
| T1w only | 74.47 | 36.93 |
|
| 64 |
| T1w + T2w | 76.60 | 38.23 |
|
|
@@ -67,7 +67,7 @@ The following results are reported on the RadGenome-Brain MRI evaluation split i
|
|
| 67 |
|
| 68 |
### MRI modality imputation
|
| 69 |
|
| 70 |
-
| Imputation sequence | PSNR | Acc |
|
| 71 |
| --- | ---: | ---: |
|
| 72 |
| T1w → T2w | 22.23 | 68.09 |
|
| 73 |
| T1w, T2w → T2-FLAIR | 22.58 | 67.38 |
|
|
|
|
| 58 |
|
| 59 |
### MRI diagnosis and report generation
|
| 60 |
|
| 61 |
+
| Available modalities | Top-1 Acc | ROUGE |
|
| 62 |
| --- | ---: | ---: |
|
| 63 |
| T1w only | 74.47 | 36.93 |
|
| 64 |
| T1w + T2w | 76.60 | 38.23 |
|
|
|
|
| 67 |
|
| 68 |
### MRI modality imputation
|
| 69 |
|
| 70 |
+
| Imputation sequence | PSNR | Top-1 Acc |
|
| 71 |
| --- | ---: | ---: |
|
| 72 |
| T1w → T2w | 22.23 | 68.09 |
|
| 73 |
| T1w, T2w → T2-FLAIR | 22.58 | 67.38 |
|
checkpoints_s2/0002000/ema.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9bef75fbdb176f588b6438dd9500244a17f7fea9de780bbbd2577d30f9859274
|
| 3 |
+
size 29214685336
|