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RepositoryBoundaryLoss

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RepositoryBoundaryLoss
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{
  "experiment": "D5_Focal_Loss",
  "model": "SE_Residual_DeepSupervision_V2",
  "best_epoch": 4,
  "best_validation_dice": 0.014945099595175745,
  "validation_patients": 37,
  "test_used": false,
  "metrics": {
    "WT": {
      "Dice": 0.08534098831037212,
      "Precision": 0.05478276271921548,
      "Recall": 0.19299502352163603,
      "Sensitivity": 0.19299502352163603,
      "FNR": 0.807004976478364,
      "FPR": 0.8966534443879122,
      "HD95": 32.16256169303521,
      "TP": 397122,
      "TN": 789738,
      "FP": 6851910,
      "FN": 1660558
    },
    "TC": {
      "Dice": 0.03021301069722668,
      "Precision": 0.01774983613200992,
      "Recall": 0.10143944002372304,
      "Sensitivity": 0.10143944002372304,
      "FNR": 0.8985605599762769,
      "FPR": 0.5414028183337178,
      "HD95": 44.10755583654074,
      "TP": 86546,
      "TN": 4056819,
      "FP": 4789330,
      "FN": 766633
    },
    "ET": {
      "Dice": 0.0,
      "Precision": 0.0,
      "Recall": 0.0,
      "Sensitivity": 0.0,
      "FNR": 1.0,
      "FPR": 0.0,
      "HD95": 0.0,
      "TP": 0,
      "TN": 9225252,
      "FP": 0,
      "FN": 474076
    }
  }
}