marijazelic commited on
Commit
9ebae5d
·
verified ·
1 Parent(s): c64ebff

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +51 -1
README.md CHANGED
@@ -1,3 +1,53 @@
1
  ---
2
  license: cc-by-nd-4.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: cc-by-nd-4.0
3
+ language:
4
+ - en
5
+ library_name: pytorch
6
+ tags:
7
+ - biosignals
8
+ - multimodal model
9
+ - time-series
10
+ - cross-modal
11
+ - foundation model
12
+ - self-supervised
13
+ - masked modeling
14
+ - transformer
15
+ - single encoder
16
+ datasets:
17
+ - TUEG
18
+ - Siena
19
+ - MIMIC-IV-ECG
20
+ - PulseDB
21
+ - CODE-15
22
+ - TUAB
23
+ - PTB-XL
24
+ - CSN
25
+ - HMC
26
+ - WESAD
27
+ metrics:
28
+ - balanced_accuracy
29
+ - roc_auc
30
+ - pr_auc
31
+ - weighted_f1
32
+ - cohen_kappa
33
+ model index:
34
+ - name: PanLUNA (Full Fine-Tuning)
35
+ results:
36
+ - task:
37
+ type: time-series-classification
38
+ name: EEG Abnormality Detection
39
+ dataset:
40
+ type: TUAB
41
+ name: TUH EEG Abnormal Corpus (TUAB)
42
+ metrics:
43
+ - type: balanced_accuracy
44
+ value: 81.22
45
+ name: Balanced Accuracy (%)
46
+ - type: roc_auc
47
+ value: 0.893
48
+ name: AUROC
49
+ - type: pr_auc
50
+ value: 0.899
51
+ name: AUC-PR
52
+
53
+ ---