Hugging Face's logo

Reduanul1997
/
RepositoryDice_CE_FNawareLoss

Model card Files
xet
 Community
RepositoryDice_CE_FNawareLoss
File size: 1,266 Bytes
ae61036
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
{
  "experiment": "D6_Focal_Loss",
  "model": "SE_Residual_DeepSupervision_V2",
  "best_epoch": 34,
  "best_validation_dice": 0.8043040137723985,
  "validation_patients": 37,
  "test_used": false,
  "metrics": {
    "WT": {
      "Dice": 0.9258600982083837,
      "Precision": 0.9392772184261486,
      "Recall": 0.9128208937766917,
      "Sensitivity": 0.9128208937766917,
      "FNR": 0.08717910622330824,
      "FPR": 0.01435779046232216,
      "HD95": 2.9511922918817692,
      "TP": 1732587,
      "TN": 7689261,
      "FP": 112009,
      "FN": 165471
    },
    "TC": {
      "Dice": 0.856219894330892,
      "Precision": 0.9487033372985703,
      "Recall": 0.7801661398403735,
      "Sensitivity": 0.7801661398403735,
      "FNR": 0.2198338601596265,
      "FPR": 0.0038153645518602106,
      "HD95": 4.705635705608647,
      "TP": 627646,
      "TN": 8860888,
      "FP": 33937,
      "FN": 176857
    },
    "ET": {
      "Dice": 0.8356269131082364,
      "Precision": 0.9016653590139455,
      "Recall": 0.7786017134364892,
      "Sensitivity": 0.7786017134364892,
      "FNR": 0.2213982865635108,
      "FPR": 0.004204065715564381,
      "HD95": 2.741481172256424,
      "TP": 356257,
      "TN": 9202915,
      "FP": 38853,
      "FN": 101303
    }
  }
}