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RepositoryFNAwareLoss
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{
  "experiment": "D1_FN_Aware_Loss",
  "model": "SE_Residual_DeepSupervision_V2",
  "best_epoch": 49,
  "best_validation_dice": 0.8108215321697915,
  "validation_patients": 37,
  "test_used": false,
  "metrics": {
    "WT": {
      "Dice": 0.927404011061039,
      "Precision": 0.9275777873477326,
      "Recall": 0.9272302998740963,
      "Sensitivity": 0.9272302998740963,
      "FNR": 0.07276970012590363,
      "FPR": 0.018861360275101303,
      "HD95": 2.8723603989415114,
      "TP": 1858826,
      "TN": 7549489,
      "FP": 145131,
      "FN": 145882
    },
    "TC": {
      "Dice": 0.8549804914232509,
      "Precision": 0.934056814471704,
      "Recall": 0.7882481824738115,
      "Sensitivity": 0.7882481824738115,
      "FNR": 0.21175181752618852,
      "FPR": 0.005768554392031166,
      "HD95": 5.070572052990345,
      "TP": 718087,
      "TN": 8737641,
      "FP": 50696,
      "FN": 192904
    },
    "ET": {
      "Dice": 0.8448082516616632,
      "Precision": 0.8619690276034134,
      "Recall": 0.8283174387441111,
      "Sensitivity": 0.8283174387441111,
      "FNR": 0.17168256125588888,
      "FPR": 0.007573135297848827,
      "HD95": 3.492792756022825,
      "TP": 433929,
      "TN": 9105973,
      "FP": 69487,
      "FN": 89939
    }
  }
}