metadata
dataset_info:
features:
- name: image
dtype: image
- name: isic_id
dtype: string
- name: target
dtype:
class_label:
names:
'0': benign
'1': malignant
- name: patient_id
dtype: string
- name: clin_size_long_diam_mm
dtype: float64
- name: image_type
dtype: string
- name: tbp_tile_type
dtype: string
- name: tbp_lv_A
dtype: float64
- name: tbp_lv_Aext
dtype: float64
- name: tbp_lv_B
dtype: float64
- name: tbp_lv_Bext
dtype: float64
- name: tbp_lv_C
dtype: float64
- name: tbp_lv_Cext
dtype: float64
- name: tbp_lv_H
dtype: float64
- name: tbp_lv_Hext
dtype: float64
- name: tbp_lv_L
dtype: float64
- name: tbp_lv_Lext
dtype: float64
- name: tbp_lv_areaMM2
dtype: float64
- name: tbp_lv_area_perim_ratio
dtype: float64
- name: tbp_lv_color_std_mean
dtype: float64
- name: tbp_lv_deltaA
dtype: float64
- name: tbp_lv_deltaB
dtype: float64
- name: tbp_lv_deltaL
dtype: float64
- name: tbp_lv_deltaLB
dtype: float64
- name: tbp_lv_deltaLBnorm
dtype: float64
- name: tbp_lv_eccentricity
dtype: float64
- name: tbp_lv_minorAxisMM
dtype: float64
- name: tbp_lv_nevi_confidence
dtype: float64
- name: tbp_lv_norm_border
dtype: float64
- name: tbp_lv_norm_color
dtype: float64
- name: tbp_lv_perimeterMM
dtype: float64
- name: tbp_lv_radial_color_std_max
dtype: float64
- name: tbp_lv_stdL
dtype: float64
- name: tbp_lv_stdLExt
dtype: float64
- name: tbp_lv_symm_2axis
dtype: float64
- name: tbp_lv_symm_2axis_angle
dtype: float64
- name: tbp_lv_x
dtype: float64
- name: tbp_lv_y
dtype: float64
- name: tbp_lv_z
dtype: float64
- name: attribution
dtype: string
- name: copyright_license
dtype: string
- name: lesion_id
dtype: string
- name: iddx_full
dtype: string
- name: iddx_1
dtype: string
- name: iddx_2
dtype: string
- name: iddx_3
dtype: string
- name: iddx_4
dtype: string
- name: iddx_5
dtype: float64
- name: mel_mitotic_index
dtype: string
- name: mel_thick_mm
dtype: float64
- name: tbp_lv_dnn_lesion_confidence
dtype: float64
- name: age_approx_5.0
dtype: float64
- name: age_approx_15.0
dtype: float64
- name: age_approx_20.0
dtype: float64
- name: age_approx_25.0
dtype: float64
- name: age_approx_30.0
dtype: float64
- name: age_approx_35.0
dtype: float64
- name: age_approx_40.0
dtype: float64
- name: age_approx_45.0
dtype: float64
- name: age_approx_50.0
dtype: float64
- name: age_approx_55.0
dtype: float64
- name: age_approx_60.0
dtype: float64
- name: age_approx_65.0
dtype: float64
- name: age_approx_70.0
dtype: float64
- name: age_approx_75.0
dtype: float64
- name: age_approx_80.0
dtype: float64
- name: age_approx_85.0
dtype: float64
- name: age_approx_nan
dtype: float64
- name: sex_female
dtype: float64
- name: sex_male
dtype: float64
- name: sex_nan
dtype: float64
- name: anatom_site_general_anterior torso
dtype: float64
- name: anatom_site_general_head/neck
dtype: float64
- name: anatom_site_general_lower extremity
dtype: float64
- name: anatom_site_general_posterior torso
dtype: float64
- name: anatom_site_general_upper extremity
dtype: float64
- name: anatom_site_general_nan
dtype: float64
- name: tbp_lv_location_Head & Neck
dtype: float64
- name: tbp_lv_location_Left Arm
dtype: float64
- name: tbp_lv_location_Left Arm - Lower
dtype: float64
- name: tbp_lv_location_Left Arm - Upper
dtype: float64
- name: tbp_lv_location_Left Leg
dtype: float64
- name: tbp_lv_location_Left Leg - Lower
dtype: float64
- name: tbp_lv_location_Left Leg - Upper
dtype: float64
- name: tbp_lv_location_Right Arm
dtype: float64
- name: tbp_lv_location_Right Arm - Lower
dtype: float64
- name: tbp_lv_location_Right Arm - Upper
dtype: float64
- name: tbp_lv_location_Right Leg
dtype: float64
- name: tbp_lv_location_Right Leg - Lower
dtype: float64
- name: tbp_lv_location_Right Leg - Upper
dtype: float64
- name: tbp_lv_location_Torso Back
dtype: float64
- name: tbp_lv_location_Torso Back Bottom Third
dtype: float64
- name: tbp_lv_location_Torso Back Middle Third
dtype: float64
- name: tbp_lv_location_Torso Back Top Third
dtype: float64
- name: tbp_lv_location_Torso Front
dtype: float64
- name: tbp_lv_location_Torso Front Bottom Half
dtype: float64
- name: tbp_lv_location_Torso Front Top Half
dtype: float64
- name: tbp_lv_location_Unknown
dtype: float64
- name: tbp_lv_location_simple_Head & Neck
dtype: float64
- name: tbp_lv_location_simple_Left Arm
dtype: float64
- name: tbp_lv_location_simple_Left Leg
dtype: float64
- name: tbp_lv_location_simple_Right Arm
dtype: float64
- name: tbp_lv_location_simple_Right Leg
dtype: float64
- name: tbp_lv_location_simple_Torso Back
dtype: float64
- name: tbp_lv_location_simple_Torso Front
dtype: float64
- name: tbp_lv_location_simple_Unknown
dtype: float64
splits:
- name: train
num_bytes: 17550633547
num_examples: 4692389
- name: valid
num_bytes: 150394819
num_examples: 40106
download_size: 15297324638
dataset_size: 17701028366
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: valid
path: data/valid-*