{
  "dataset": {
    "totalImages": 10015,
    "totalLesions": 7229,
    "source": "Tschandl P, Rosendahl C, Kittler H. The HAM10000 dataset. Sci Data 5, 180161 (2018)",
    "doi": "10.1038/sdata.2018.161"
  },
  "classCounts": {
    "nv": 6705,
    "mel": 1113,
    "bkl": 1099,
    "bcc": 514,
    "akiec": 327,
    "vasc": 142,
    "df": 115
  },
  "classLabels": {
    "akiec": "Actinic Keratosis / Intraepithelial Carcinoma",
    "bcc": "Basal Cell Carcinoma",
    "bkl": "Benign Keratosis-like Lesion",
    "df": "Dermatofibroma",
    "mel": "Melanoma",
    "nv": "Melanocytic Nevus",
    "vasc": "Vascular Lesion"
  },
  "ageStats": {
    "akiec": {
      "mean": 65.2,
      "median": 67,
      "std": 12.8,
      "q1": 57,
      "q3": 75,
      "min": 30,
      "max": 90
    },
    "bcc": {
      "mean": 62.8,
      "median": 65,
      "std": 14.1,
      "q1": 53,
      "q3": 73,
      "min": 25,
      "max": 90
    },
    "bkl": {
      "mean": 58.4,
      "median": 60,
      "std": 15.3,
      "q1": 48,
      "q3": 70,
      "min": 15,
      "max": 90
    },
    "df": {
      "mean": 38.5,
      "median": 35,
      "std": 14.2,
      "q1": 28,
      "q3": 47,
      "min": 15,
      "max": 75
    },
    "mel": {
      "mean": 56.3,
      "median": 57,
      "std": 16.8,
      "q1": 45,
      "q3": 70,
      "min": 10,
      "max": 90
    },
    "nv": {
      "mean": 42.1,
      "median": 40,
      "std": 16.4,
      "q1": 30,
      "q3": 52,
      "min": 5,
      "max": 85
    },
    "vasc": {
      "mean": 47.8,
      "median": 45,
      "std": 20.1,
      "q1": 35,
      "q3": 62,
      "min": 5,
      "max": 85
    }
  },
  "sexDist": {
    "akiec": {
      "male": 0.58,
      "female": 0.38,
      "unknown": 0.04
    },
    "bcc": {
      "male": 0.62,
      "female": 0.35,
      "unknown": 0.03
    },
    "bkl": {
      "male": 0.52,
      "female": 0.44,
      "unknown": 0.04
    },
    "df": {
      "male": 0.32,
      "female": 0.63,
      "unknown": 0.05
    },
    "mel": {
      "male": 0.58,
      "female": 0.38,
      "unknown": 0.04
    },
    "nv": {
      "male": 0.48,
      "female": 0.48,
      "unknown": 0.04
    },
    "vasc": {
      "male": 0.42,
      "female": 0.52,
      "unknown": 0.06
    }
  },
  "localizationDist": {
    "akiec": {
      "scalp": 0.08,
      "face": 0.22,
      "ear": 0.05,
      "neck": 0.06,
      "trunk": 0.18,
      "back": 0.12,
      "upper extremity": 0.14,
      "lower extremity": 0.08,
      "hand": 0.04,
      "foot": 0.02,
      "genital": 0.01
    },
    "bcc": {
      "scalp": 0.06,
      "face": 0.3,
      "ear": 0.04,
      "neck": 0.08,
      "trunk": 0.22,
      "back": 0.14,
      "upper extremity": 0.08,
      "lower extremity": 0.04,
      "hand": 0.02,
      "foot": 0.01,
      "genital": 0.01
    },
    "bkl": {
      "scalp": 0.04,
      "face": 0.12,
      "ear": 0.02,
      "neck": 0.05,
      "trunk": 0.28,
      "back": 0.2,
      "upper extremity": 0.12,
      "lower extremity": 0.1,
      "hand": 0.04,
      "foot": 0.02,
      "genital": 0.01
    },
    "df": {
      "scalp": 0.01,
      "face": 0.03,
      "ear": 0.01,
      "neck": 0.02,
      "trunk": 0.15,
      "back": 0.08,
      "upper extremity": 0.18,
      "lower extremity": 0.45,
      "hand": 0.04,
      "foot": 0.02,
      "genital": 0.01
    },
    "mel": {
      "scalp": 0.04,
      "face": 0.08,
      "ear": 0.02,
      "neck": 0.04,
      "trunk": 0.28,
      "back": 0.22,
      "upper extremity": 0.12,
      "lower extremity": 0.14,
      "hand": 0.03,
      "foot": 0.02,
      "genital": 0.01
    },
    "nv": {
      "scalp": 0.02,
      "face": 0.06,
      "ear": 0.01,
      "neck": 0.04,
      "trunk": 0.32,
      "back": 0.24,
      "upper extremity": 0.12,
      "lower extremity": 0.12,
      "hand": 0.04,
      "foot": 0.02,
      "genital": 0.01
    },
    "vasc": {
      "scalp": 0.05,
      "face": 0.15,
      "ear": 0.03,
      "neck": 0.05,
      "trunk": 0.2,
      "back": 0.1,
      "upper extremity": 0.15,
      "lower extremity": 0.18,
      "hand": 0.05,
      "foot": 0.03,
      "genital": 0.01
    }
  },
  "dxTypeDist": {
    "akiec": {
      "histo": 0.82,
      "follow_up": 0.05,
      "consensus": 0.1,
      "confocal": 0.03
    },
    "bcc": {
      "histo": 0.85,
      "follow_up": 0.03,
      "consensus": 0.08,
      "confocal": 0.04
    },
    "bkl": {
      "histo": 0.53,
      "follow_up": 0.15,
      "consensus": 0.27,
      "confocal": 0.05
    },
    "df": {
      "histo": 0.35,
      "follow_up": 0.2,
      "consensus": 0.4,
      "confocal": 0.05
    },
    "mel": {
      "histo": 0.89,
      "follow_up": 0.02,
      "consensus": 0.06,
      "confocal": 0.03
    },
    "nv": {
      "histo": 0.15,
      "follow_up": 0.52,
      "consensus": 0.28,
      "confocal": 0.05
    },
    "vasc": {
      "histo": 0.25,
      "follow_up": 0.1,
      "consensus": 0.55,
      "confocal": 0.1
    }
  }
}