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case_id
string
source
string
release
string
year
int64
age_group
string
sex_at_birth
string
fitzpatrick_skin_type
string
race_ethnicity_american_indian_or_alaska_native
string
race_ethnicity_asian
string
race_ethnicity_black_or_african_american
string
race_ethnicity_hispanic_latino_or_spanish_origin
string
race_ethnicity_middle_eastern_or_north_african
string
race_ethnicity_native_hawaiian_or_pacific_islander
string
race_ethnicity_white
string
race_ethnicity_other_race
string
race_ethnicity_prefer_not_to_answer
string
textures_raised_or_bumpy
string
textures_flat
string
textures_rough_or_flaky
string
textures_fluid_filled
string
body_parts_head_or_neck
string
body_parts_arm
string
body_parts_palm
string
body_parts_back_of_hand
string
body_parts_torso_front
string
body_parts_torso_back
string
body_parts_genitalia_or_groin
string
body_parts_buttocks
string
body_parts_leg
string
body_parts_foot_top_or_side
string
body_parts_foot_sole
string
body_parts_other
string
condition_symptoms_bothersome_appearance
string
condition_symptoms_bleeding
string
condition_symptoms_increasing_size
string
condition_symptoms_darkening
string
condition_symptoms_itching
string
condition_symptoms_burning
string
condition_symptoms_pain
string
condition_symptoms_no_relevant_experience
string
other_symptoms_fever
string
other_symptoms_chills
string
other_symptoms_fatigue
string
other_symptoms_joint_pain
string
other_symptoms_mouth_sores
string
other_symptoms_shortness_of_breath
string
other_symptoms_no_relevant_symptoms
string
related_category
string
condition_duration
string
image_1_path
image
image_2_path
image
image_3_path
image
image_1_shot_type
string
image_2_shot_type
string
image_3_shot_type
string
combined_race
string
race_ethnicity_two_or_more_after_mitigation
string
dermatologist_gradable_for_skin_condition_1
string
dermatologist_gradable_for_skin_condition_2
string
dermatologist_gradable_for_skin_condition_3
string
dermatologist_skin_condition_on_label_name
string
dermatologist_skin_condition_confidence
string
weighted_skin_condition_label
string
dermatologist_gradable_for_fitzpatrick_skin_type_1
string
dermatologist_gradable_for_fitzpatrick_skin_type_2
string
dermatologist_gradable_for_fitzpatrick_skin_type_3
string
dermatologist_fitzpatrick_skin_type_label_1
string
dermatologist_fitzpatrick_skin_type_label_2
string
dermatologist_fitzpatrick_skin_type_label_3
string
gradable_for_monk_skin_tone_india
bool
gradable_for_monk_skin_tone_us
bool
monk_skin_tone_label_india
float64
monk_skin_tone_label_us
float64
-1000600354148496558
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
YES
null
YES
YES
YES
null
null
null
null
null
null
null
YES
RASH
ONE_DAY
Not supported with pagination yet
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CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Inflicted skin lesions', 'Eczema', 'Irritant Contact Dermatitis']
[4, 4, 3]
{'Inflicted skin lesions': 0.41, 'Eczema': 0.41, 'Irritant Contact Dermatitis': 0.18}
YES
null
null
FST2
null
null
true
true
2
1
-1002039107727665188
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Prurigo nodularis', 'Actinic Keratosis', 'SCC/SCCIS']
[4, 3, 4]
{'Prurigo nodularis': 0.41, 'SCC/SCCIS': 0.41, 'Actinic Keratosis': 0.18}
YES
null
null
FST1
null
null
true
true
3
3
-1003358831658393077
SCIN
1.0.0
2,023
AGE_18_TO_29
MALE
NONE_IDENTIFIED
null
null
null
YES
null
null
null
null
null
null
YES
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
YES
YES
YES
null
null
null
null
null
null
null
YES
OTHER_ISSUE_DESCRIPTION
ONE_TO_FOUR_WEEKS
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Not supported with pagination yet
CLOSE_UP
null
null
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Impetigo', 'Herpes Zoster', 'Bullous dermatitis']
[2, 1, 1]
{'Impetigo': 0.55, 'Herpes Zoster': 0.23, 'Bullous dermatitis': 0.23}
YES
null
null
FST4
null
null
true
true
3
4
-1003826561155964328
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
YES
YES
null
null
null
null
null
null
null
YES
OTHER_ISSUE_DESCRIPTION
ONE_DAY
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
2
4
-1003844406100696311
SCIN
1.0.0
2,023
AGE_40_TO_49
FEMALE
FST3
null
null
null
null
null
null
YES
null
null
null
YES
null
null
YES
YES
null
YES
YES
YES
YES
YES
YES
YES
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_DAY
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Lichen planus/lichenoid eruption', 'Folliculitis', 'Dermatosis due to flea']
[1, 1, 1]
{'Lichen planus/lichenoid eruption': 0.33, 'Folliculitis': 0.33, 'Dermatosis due to flea': 0.33}
YES
null
null
FST1
null
null
true
true
1
1
-1005079160214352144
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
YES
YES
YES
null
YES
YES
null
null
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
CLOSE_UP
AT_AN_ANGLE
AT_DISTANCE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Drug Rash', 'Viral Exanthem', 'Eczema']
[2, 2, 1]
{'Drug Rash': 0.41, 'Viral Exanthem': 0.41, 'Eczema': 0.18}
YES
null
null
FST3
null
null
true
true
2
2
-1010778459521153386
SCIN
1.0.0
2,023
AGE_40_TO_49
FEMALE
FST1
null
null
null
YES
null
null
null
null
null
YES
null
null
null
YES
YES
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
YES
YES
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
NO_IMAGE_QUALITY_INSUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
['Urticaria', 'Leukocytoclastic Vasculitis', 'Urticaria', 'Insect Bite', 'Leukocytoclastic Vasculitis']
[4, 2, 5, 1, 1]
{'Urticaria': 0.6, 'Leukocytoclastic Vasculitis': 0.28, 'Insect Bite': 0.12}
YES
YES
YES
FST4
FST3
FST4
true
true
3
3
-1013831220015814987
SCIN
1.0.0
2,023
AGE_UNKNOWN
MALE
FST4
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
null
YES
null
null
null
null
null
null
null
YES
RASH
ONE_TO_THREE_MONTHS
Not supported with pagination yet
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CLOSE_UP
null
null
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Inflicted skin lesions', 'Basal Cell Carcinoma', 'SCC/SCCIS']
[2, 4, 1]
{'Basal Cell Carcinoma': 0.55, 'Inflicted skin lesions': 0.27, 'SCC/SCCIS': 0.18}
YES
null
null
FST3
null
null
true
true
3
4
-101827005996397499
SCIN
1.0.0
2,023
AGE_18_TO_29
MALE
FST2
null
null
null
YES
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_THREE_MONTHS
Not supported with pagination yet
CLOSE_UP
AT_AN_ANGLE
null
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
['Psoriasis', 'Eczema', 'Eczema', 'Acute and chronic dermatitis', 'Eczema', 'Post-Inflammatory hyperpigmentation']
[1, 3, 3, 2, 4, 3]
{'Eczema': 0.67, 'Psoriasis': 0.11, 'Acute and chronic dermatitis': 0.11, 'Post-Inflammatory hyperpigmentation': 0.11}
YES
YES
YES
FST3
FST4
FST4
true
true
2
4
-1022162013984621110
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Purpura']
[3]
{'Purpura': 1.0}
YES
null
null
FST4
null
null
true
true
3
3
-1031911667791094656
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Drug Rash', 'Eczema', 'Allergic Contact Dermatitis']
[1, 5, 1]
{'Eczema': 0.55, 'Drug Rash': 0.23, 'Allergic Contact Dermatitis': 0.23}
YES
null
null
FST2
null
null
true
true
2
2
-1033431645373513522
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Urticaria']
[5]
{'Urticaria': 1.0}
YES
null
null
FST3
null
null
true
true
3
3
-1036016816671158395
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST3
null
null
true
true
3
2
-1036981968706453829
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
LOOKS_HEALTHY
null
Not supported with pagination yet
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CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Skin infection', 'Scabies', 'Molluscum Contagiosum']
[2, 2, 2]
{'Skin infection': 0.33, 'Scabies': 0.33, 'Molluscum Contagiosum': 0.33}
YES
null
null
FST5
null
null
true
true
6
7
-1037438006618214143
SCIN
1.0.0
2,023
AGE_18_TO_29
FEMALE
FST6
null
null
YES
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
LOOKS_HEALTHY
ONE_DAY
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CLOSE_UP
null
null
BLACK_OR_AFRICAN_AMERICAN
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST4
null
null
true
true
4
3
-1044594585476135937
SCIN
1.0.0
2,023
AGE_18_TO_29
MALE
FST5
null
null
null
YES
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
OTHER_ISSUE_DESCRIPTION
ONE_TO_THREE_MONTHS
AT_AN_ANGLE
CLOSE_UP
AT_DISTANCE
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
['Urticaria', 'Tinea Versicolor', 'Urticaria', 'Pityriasis rubra pilaris', 'Tinea Versicolor', 'Psoriasis']
[2, 4, 4, 1, 4, 1]
{'Tinea Versicolor': 0.46, 'Urticaria': 0.35, 'Pityriasis rubra pilaris': 0.1, 'Psoriasis': 0.1}
YES
YES
YES
FST3
FST2
FST4
true
true
4
5
-1056272893472010635
SCIN
1.0.0
2,023
AGE_50_TO_59
FEMALE
FST1
null
null
null
null
null
null
YES
null
null
YES
null
YES
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_FOUR_WEEKS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
2
3
-1056928533969389753
SCIN
1.0.0
2,023
AGE_40_TO_49
FEMALE
FST1
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
YES
YES
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Stasis Dermatitis', 'Eczema', 'Allergic Contact Dermatitis']
[2, 2, 2]
{'Stasis Dermatitis': 0.33, 'Eczema': 0.33, 'Allergic Contact Dermatitis': 0.33}
YES
null
null
FST2
null
null
true
true
2
1
-1057240568748349024
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
FST2
null
null
null
null
null
null
null
null
null
YES
null
YES
null
null
null
null
null
YES
YES
null
null
null
null
null
YES
null
null
YES
YES
YES
null
null
null
null
null
null
null
null
null
null
RASH
MORE_THAN_ONE_YEAR
Not supported with pagination yet
AT_AN_ANGLE
CLOSE_UP
null
TWO_OR_MORE_AFTER_MITIGATION
YES
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
['Tinea Versicolor', 'Seborrheic Dermatitis', 'Tinea Versicolor', 'Psoriasis', 'Drug Rash', 'Tinea Versicolor']
[4, 2, 4, 1, 2, 2]
{'Tinea Versicolor': 0.61, 'Seborrheic Dermatitis': 0.11, 'Psoriasis': 0.11, 'Drug Rash': 0.17}
YES
YES
YES
FST3
FST3
FST1
true
true
2
2
-1060130963443704102
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
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CLOSE_UP
AT_AN_ANGLE
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Lichen planus/lichenoid eruption', 'Insect Bite', 'Allergic Contact Dermatitis']
[1, 1, 1]
{'Lichen planus/lichenoid eruption': 0.33, 'Insect Bite': 0.33, 'Allergic Contact Dermatitis': 0.33}
YES
null
null
FST2
null
null
true
true
2
2
-1061801124542504778
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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CLOSE_UP
null
null
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST3
null
null
true
true
2
2
-106405243948208551
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Urticaria', 'Insect Bite']
[4, 3]
{'Urticaria': 0.67, 'Insect Bite': 0.33}
YES
null
null
FST2
null
null
true
true
2
4
-1067542267811956200
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
LOOKS_HEALTHY
null
Not supported with pagination yet
AT_AN_ANGLE
CLOSE_UP
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Lichen planus/lichenoid eruption', 'Molluscum Contagiosum']
[1, 1]
{'Lichen planus/lichenoid eruption': 0.5, 'Molluscum Contagiosum': 0.5}
YES
null
null
FST4
null
null
true
true
3
4
-1073544188024944010
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Urticaria']
[3]
{'Urticaria': 1.0}
NO
null
null
null
null
null
true
true
4
2
-1073891379022187312
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_FOUR_WEEKS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Hyperpigmentation', 'Photodermatitis', "Kaposi's sarcoma of skin"]
[5, 4, 2]
{'Hyperpigmentation': 0.55, 'Photodermatitis': 0.27, "Kaposi's sarcoma of skin": 0.18}
YES
null
null
FST4
null
null
true
true
3
5
-1079717215777778516
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Eczema']
[5]
{'Eczema': 1.0}
YES
null
null
FST3
null
null
true
true
3
3
-1079727161055493298
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
LOOKS_HEALTHY
LESS_THAN_ONE_WEEK
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST3
null
null
true
true
2
3
-1087381795155772077
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Psoriasis', 'Drug Rash', 'Syphilis']
[2, 2, 2]
{'Psoriasis': 0.33, 'Drug Rash': 0.33, 'Syphilis': 0.33}
YES
null
null
FST5
null
null
true
true
6
6
-1089800692688279258
SCIN
1.0.0
2,023
AGE_70_TO_79
FEMALE
FST4
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
YES
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_THREE_MONTHS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Infected eczema', 'Psoriasis', 'Lichen Simplex Chronicus']
[3, 1, 1]
{'Infected eczema': 0.55, 'Psoriasis': 0.23, 'Lichen Simplex Chronicus': 0.23}
YES
null
null
FST4
null
null
true
true
2
3
-1099238256674819265
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST2
null
null
true
true
2
3
-1101392520794914783
SCIN
1.0.0
2,023
AGE_18_TO_29
FEMALE
FST2
null
null
null
null
null
null
YES
null
null
null
YES
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Pityriasis rosea', 'Psoriasis']
[5, 1]
{'Pityriasis rosea': 0.67, 'Psoriasis': 0.33}
YES
null
null
FST1
null
null
true
true
2
3
-11128479390212235
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
null
ONE_TO_FOUR_WEEKS
CLOSE_UP
AT_AN_ANGLE
AT_DISTANCE
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
3
2
-1113345605825367413
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST4
null
null
true
true
2
2
-111683086443147412
SCIN
1.0.0
2,023
AGE_UNKNOWN
MALE
FST3
null
null
null
YES
null
null
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
LOOKS_HEALTHY
ONE_TO_FOUR_WEEKS
Not supported with pagination yet
CLOSE_UP
AT_AN_ANGLE
null
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
['Impetigo', 'Allergic Contact Dermatitis', 'Acne', 'Leprosy', 'Tinea', 'Tinea']
[1, 1, 1, 1, 3, 4]
{'Impetigo': 0.17, 'Allergic Contact Dermatitis': 0.17, 'Tinea': 0.46, 'Acne': 0.1, 'Leprosy': 0.1}
YES
YES
YES
FST3
FST4
FST3
true
true
3
4
-1119092979468790566
SCIN
1.0.0
2,023
AGE_40_TO_49
MALE
FST4
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
null
YES
YES
YES
null
YES
YES
YES
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST3
null
null
true
true
2
2
-1120481478267460560
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Eczema']
[5]
{'Eczema': 1.0}
YES
null
null
FST3
null
null
true
true
3
5
-1124376008163931651
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
null
YES
null
YES
null
YES
null
null
null
null
null
null
null
YES
OTHER_ISSUE_DESCRIPTION
MORE_THAN_ONE_YEAR
AT_AN_ANGLE
CLOSE_UP
AT_DISTANCE
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST4
null
null
true
true
4
3
-1127347074157114394
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
2
2
-1128330186348790427
SCIN
1.0.0
2,023
AGE_50_TO_59
FEMALE
FST4
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
NAIL_PROBLEM
ONE_TO_THREE_MONTHS
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Onychomycosis', 'Onychodystrophy']
[2, 4]
{'Onychodystrophy': 0.67, 'Onychomycosis': 0.33}
YES
null
null
FST3
null
null
true
true
3
5
-113091225230567987
SCIN
1.0.0
2,023
AGE_18_TO_29
FEMALE
FST3
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
YES
YES
null
null
null
null
null
YES
null
YES
null
YES
null
null
null
YES
null
null
null
null
null
YES
null
null
null
null
OTHER_ISSUE_DESCRIPTION
ONE_DAY
AT_DISTANCE
CLOSE_UP
AT_AN_ANGLE
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Eczema', 'Urticaria', 'Granuloma annulare']
[1, 5, 1]
{'Urticaria': 0.55, 'Eczema': 0.23, 'Granuloma annulare': 0.23}
YES
null
null
FST2
null
null
true
true
3
2
-1131745754224368828
SCIN
1.0.0
2,023
AGE_18_TO_29
FEMALE
FST3
null
null
null
YES
null
null
null
null
null
null
null
YES
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
YES
null
null
YES
null
YES
null
null
null
null
null
null
null
YES
RASH
ONE_TO_FOUR_WEEKS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
HISPANIC_LATINO_OR_SPANISH_ORIGIN
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Eczema', 'Herpes Simplex']
[1, 1]
{'Eczema': 0.5, 'Herpes Simplex': 0.5}
YES
null
null
FST1
null
null
true
true
2
2
-1135026789486682604
SCIN
1.0.0
2,023
AGE_40_TO_49
FEMALE
FST3
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
YES
YES
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
3
4
-113600338199345486
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
2
1
-1137468110374856758
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
YES
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
ONE_DAY
AT_AN_ANGLE
CLOSE_UP
AT_DISTANCE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Urticaria', 'Eczema']
[4, 2]
{'Urticaria': 0.67, 'Eczema': 0.33}
YES
null
null
FST3
null
null
true
true
3
3
-1147365175896762601
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
YES
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_DISTANCE
AT_AN_ANGLE
CLOSE_UP
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Infected eczema', 'Impetigo', 'Seborrheic Dermatitis']
[3, 5, 1]
{'Impetigo': 0.55, 'Infected eczema': 0.27, 'Seborrheic Dermatitis': 0.18}
YES
null
null
FST1
null
null
true
true
1
2
-1147837260705654157
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
YES
null
YES
null
null
null
YES
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
LOOKS_HEALTHY
LESS_THAN_ONE_WEEK
AT_DISTANCE
CLOSE_UP
AT_AN_ANGLE
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST4
null
null
true
true
2
3
-1148272184782133632
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
YES
null
YES
YES
null
null
null
null
null
null
null
YES
YES
null
null
null
null
YES
null
null
null
YES
null
null
null
YES
YES
null
null
null
RASH
ONE_TO_THREE_MONTHS
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
4
2
-1148910296687609402
SCIN
1.0.0
2,023
AGE_18_TO_29
MALE
NONE_IDENTIFIED
null
null
null
null
null
null
YES
null
null
null
YES
null
null
YES
YES
null
null
YES
YES
null
YES
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
RASH
MORE_THAN_ONE_YEAR
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST3
null
null
true
true
3
2
-114959561601268372
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
FST5
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
YES
null
null
YES
YES
null
YES
YES
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
LOOKS_HEALTHY
LESS_THAN_ONE_WEEK
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
TWO_OR_MORE_AFTER_MITIGATION
YES
NO_IMAGE_QUALITY_INSUFFICIENT
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
NO_IMAGE_QUALITY_INSUFFICIENT
['Folliculitis']
[4]
{'Folliculitis': 1.0}
YES
YES
YES
FST4
FST2
FST4
true
true
4
6
-1160477743339353280
SCIN
1.0.0
2,023
AGE_18_TO_29
MALE
FST4
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
RASH
ONE_DAY
Not supported with pagination yet
CLOSE_UP
AT_DISTANCE
null
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Lichen nitidus', 'Eczema']
[2, 3]
{'Eczema': 0.67, 'Lichen nitidus': 0.33}
NO
null
null
null
null
null
true
true
4
3
-1173129871484027314
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
ONE_TO_FOUR_WEEKS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
YES
null
null
FST4
null
null
true
true
3
3
-1175252715545111648
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
RASH
ONE_TO_THREE_MONTHS
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Tinea', 'Eczema', 'Allergic Contact Dermatitis']
[1, 3, 1]
{'Eczema': 0.55, 'Tinea': 0.23, 'Allergic Contact Dermatitis': 0.23}
YES
null
null
FST2
null
null
true
true
3
3
-1176139745215707994
SCIN
1.0.0
2,023
AGE_40_TO_49
FEMALE
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
YES
YES
null
YES
YES
YES
YES
YES
YES
YES
YES
YES
null
null
null
YES
YES
YES
YES
null
null
null
null
null
null
null
null
RASH
ONE_TO_FOUR_WEEKS
AT_AN_ANGLE
CLOSE_UP
AT_DISTANCE
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Eczema']
[5]
{'Eczema': 1.0}
YES
null
null
FST3
null
null
true
true
2
2
-1179468002507761906
SCIN
1.0.0
2,023
AGE_60_TO_69
MALE
FST4
null
null
null
null
null
null
YES
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
3
3
-1180717079993352243
SCIN
1.0.0
2,023
AGE_40_TO_49
MALE
FST3
null
null
null
null
null
null
YES
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_FOUR_WEEKS
AT_AN_ANGLE
AT_DISTANCE
CLOSE_UP
WHITE
null
NO_IMAGE_QUALITY_INSUFFICIENT
null
null
[]
[]
{}
NO
null
null
null
null
null
true
true
2
2
-1186785859296268316
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Skin infection', 'Insect Bite', 'Inflicted skin lesions']
[1, 2, 3]
{'Inflicted skin lesions': 0.55, 'Insect Bite': 0.27, 'Skin infection': 0.18}
YES
null
null
FST2
null
null
true
true
2
1
-1194971820059996286
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
OTHER_ISSUE_DESCRIPTION
LESS_THAN_ONE_WEEK
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Chronic dermatitis, NOS']
[5]
{'Chronic dermatitis, NOS': 1.0}
YES
null
null
FST5
null
null
true
true
3
5
-1204349630028029673
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
YES
null
ONE_DAY
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Tinea']
[5]
{'Tinea': 1.0}
YES
null
null
FST3
null
null
true
true
3
2
-1207834327352514621
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
LESS_THAN_ONE_WEEK
CLOSE_UP
AT_DISTANCE
AT_AN_ANGLE
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Acute and chronic dermatitis', 'Allergic Contact Dermatitis']
[2, 2]
{'Acute and chronic dermatitis': 0.5, 'Allergic Contact Dermatitis': 0.5}
YES
null
null
FST3
null
null
true
true
2
2
-1212008586821278166
SCIN
1.0.0
2,023
AGE_18_TO_29
FEMALE
FST4
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
null
YES
null
null
null
YES
null
null
null
YES
null
null
null
null
null
null
null
null
null
YES
RASH
ONE_TO_FOUR_WEEKS
AT_AN_ANGLE
CLOSE_UP
AT_DISTANCE
WHITE
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Sweet syndrome', 'Insect Bite', 'Eczema']
[1, 1, 1]
{'Sweet syndrome': 0.33, 'Insect Bite': 0.33, 'Eczema': 0.33}
YES
null
null
FST1
null
null
true
true
3
2
-1212770266425026516
SCIN
1.0.0
2,023
AGE_UNKNOWN
OTHER_OR_UNSPECIFIED
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Not supported with pagination yet
Not supported with pagination yet
CLOSE_UP
null
null
null
null
DEFAULT_YES_IMAGE_QUALITY_SUFFICIENT
null
null
['Acute dermatitis, NOS', 'Eczema']
[2, 3]
{'Eczema': 0.67, 'Acute dermatitis, NOS': 0.33}
YES
null
null
FST4
null
null
true
true
4
3
End of preview. Expand in Data Studio

SCIN Dataset

The SCIN (Skin Condition Image Network) open access dataset aims to supplement publicly available dermatology datasets from health system sources with representative images from internet users. To this end, the SCIN dataset was collected from Google Search users in the United States through a voluntary, consented image donation application. The SCIN dataset is intended for health education and research, and to increase the diversity of dermatology images available for public use.

The SCIN dataset contains 5,000+ volunteer contributions (10,000+ images) of common dermatology conditions. Contributions include Images, self-reported demographic, history, and symptom information, and self-reported Fitzpatrick skin type (sFST). In addition, dermatologist labels of the skin condition and estimated Fitzpatrick skin type (eFST) and layperson estimated Monk Skin tone (eMST) labels are provided for each contribution.

Please note: This dataset contains images of medical conditions, some of which may be sensitive and/or graphic in nature.

Dataset Structure & Fields

Click to view the detailed Dataset Schema

scin_cases.csv

  • case_id (string, always present): Identifier for the case. This ID should typically be stable across releases.
  • source (string, always present): Value is "SCIN".
  • release (string, always present): Identifier for the release this case is from (e.g., "1.0.0").
  • year (int, always present): Year closest to the bulk of the data released.
  • age_group (enum, sometimes present): The age provided by the user, mapped into ranges (e.g., AGE_18_TO_29, AGE_30_TO_39, etc.).
  • sex_at_birth (enum, sometimes present): User-reported sex at birth (FEMALE, MALE, OTHER_OR_UNSPECIFIED).
  • fitzpatrick_skin_type (enum, sometimes present): User-reported skin type (FST1-6, NONE_SELECTED), mapped from questions about sun exposure.
  • race_ethnicity_* (bool, sometimes present): A set of boolean columns for user-reported race and/or ethnicity.
  • textures_* (bool, sometimes present): A set of boolean columns for user-reported texture of the skin condition (e.g., RAISED_OR_BUMPY, FLAT).
  • body_parts_* (bool, sometimes present): A set of boolean columns for user-reported affected body parts.
  • condition_symptoms_* (bool, sometimes present): A set of boolean columns for user-reported symptoms related to the appearance and sensation of the skin condition.
  • other_symptoms_* (bool, sometimes present): A set of boolean columns for user-reported symptoms that may also be related to the skin condition.
  • related_category (enum, sometimes present): User-reported category that may be related (e.g., ACNE, RASH).
  • condition_duration (enum, sometimes present): User-reported duration of the skin condition.
  • image_\d_path (string, sometimes present): Path to the image storage location (up to 3 images per case).
  • image_\d_shot_type (enum, sometimes present): Enum indicating the shot type (CLOSE_UP, AT_AN_ANGLE, AT_DISTANCE).

scin_labels.csv

This file contains labels from dermatologists and trained laypeople.

  • case_id: Same ID as in scin_cases.csv.
  • dermatologist_gradable_for_skin_condition_\d (bool, sometimes present): Indicates if a dermatologist (\d from 1-3) could determine the skin condition from the images.
  • dermatologist_skin_condition_label_name (List[string], sometimes present): List of condition names from dermatologist labels.
  • dermatologist_skin_condition_confidence (List[int], sometimes present): Corresponding list of confidence scores (1-5) for each condition label.
  • weighted_skin_condition_label (Dict[string, float], sometimes present): A final differential diagnosis with normalized weights, derived from all dermatologist labels.
  • dermatologist_gradable_for_fitzpatrick_skin_type_\d (string, sometimes present): "YES" or "NO", indicating if a dermatologist could estimate the FST.
  • dermatologist_fitzpatrick_skin_type_label_\d (enum, sometimes present): The FST estimated by a dermatologist.
  • gradable_for_monk_skin_tone_india/_us (bool, sometimes present): Indicates if a trained layperson could determine the Monk Skin Tone.
  • monk_skin_tone_label_india/_us (enum, sometimes present): The MST value (1-10) assigned by a trained layperson.

Known Issues

Please refer to the GitHub issues page for a list of known issues.

Research Paper

To learn more about the dataset and methods, please see our paper Creating an Empirical Dermatology Dataset Through Crowdsourcing With Web Search Advertisements, in collaboration with physicians at Stanford Medicine.

Citation

If you use this dataset in your work, please cite:

@article{{10.1001/jamanetworkopen.2024.46615,
    author = {{Ward, Abbi and Li, Jimmy and Wang, Julie and Lakshminarasimhan, Sriram and Carrick, Ashley and Campana, Bilson and Hartford, Jay and Sreenivasaiah, Pradeep K. and Tiyasirisokchai, Tiya and Virmani, Sunny and Wong, Renee and Matias, Yossi and Corrado, Greg S. and Webster, Dale R. and Smith, Margaret Ann and Siegel, Dawn and Lin, Steven and Ko, Justin and Karthikesalingam, Alan and Semturs, Christopher and Rao, Pooja}},
    title = {{Creating an Empirical Dermatology Dataset Through Crowdsourcing With Web Search Advertisements}},
    journal = {{JAMA Network Open}},
    volume = {{7}},
    number = {{11}},
    pages = {{e2446615-e2446615}},
    year = {{2024}},
    month = {{11}},
    issn = {{2574-3805}},
    doi = {{10.1001/jamanetworkopen.2024.46615}},
    url = {{[https://doi.org/10.1001/jamanetworkopen.2024.46615](https://doi.org/10.1001/jamanetworkopen.2024.46615)}}
}}

Contact

To contact the team, please use this contact form.

License

The SCIN Dataset is released under the SCIN Data Use License.

Click to view the full SCIN Data Use License

SCIN Data Use License

By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Skin Condition Image Network (“SCIN”) Data Use Public License ("SCIN License").

To the extent this SCIN License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.

Section 1 -- Definitions.

a. “Adapted Material” means material subject to Copyright and Similar Rights derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified in a manner requiring permission under the Copyright and Similar Rights held by the Licensor.

b. “Adapter's License” means the license You apply to Your Copyright and Similar Rights in Your contributions to Adapted Material in accordance with the terms and conditions of this SCIN License.

c. “Copyright and Similar Rights” means copyright and/or similar rights closely related to copyright including, without limitation, performance, broadcast, sound recording, and Sui Generis Database Rights, without regard to how the rights are labeled or categorized. For purposes of this SCIN License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights.

d. “Effective Technological Measures” means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements.

e. “Exceptions and Limitations” means fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material.

f. “Licensed Material” means the images, labeling and other data contained within the database, or other material to which the Licensor applied this SCIN License.

g. “Licensed Rights” means the rights granted to You subject to the terms and conditions of this SCIN License, which are limited to all Copyright and Similar Rights that apply to Your use of the Licensed Material and that the Licensor has authority to license.

h. “Licensor” means the individual(s) or entity(ies) granting rights under this SCIN License.

i. “Share” means to provide material to any third party, by any means or process that requires permission under the Licensed Rights, such as reproduction, public display, public performance, distribution, dissemination, communication, or importation, and to make material available to any such third party including in ways that such third parties or members of the public may access the material from a place and at a time individually chosen by them.

j. “Sui Generis Database Rights” means rights other than copyright resulting from Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, as amended and/or succeeded, as well as other essentially equivalent rights anywhere in the world.

k. “You” means the individual or entity exercising the Licensed Rights under this SCIN License. “Your” has a corresponding possessive meaning.

Section 2 -- Scope.

a. License grant.

   1. Subject to the terms and conditions of this SCIN License, the Licensor hereby grants You a worldwide, royalty-free, non-sublicensable (except as set forth herein), non-exclusive, irrevocable license to exercise the Licensed Rights in the Licensed Material to:

        a. reproduce and Share the Licensed Material, in whole or in part; and

        b. produce, reproduce, and Share Adapted Material.

   2. Exceptions and Limitations. For the avoidance of doubt, where Exceptions and Limitations apply to Your use, this SCIN License does not apply, and You do not need to comply with its terms and conditions.

   3. Term. The term of this SCIN License is specified in Section 6(a).

   4. Media and formats; technical modifications allowed. The Licensor authorizes You to exercise the Licensed Rights in all media and formats whether now known or hereafter created, and to make technical modifications necessary to do so. The Licensor waives and/or agrees not to assert any right or authority to forbid You from making technical modifications necessary to exercise the Licensed Rights, including technical modifications necessary to circumvent Effective Technological Measures. For purposes of this SCIN License, simply making modifications authorized by this Section 2(a) (4) never produces Adapted Material.

   5. Downstream recipients.

        a. Offer from the Licensor -- Licensed Material. Every recipient of the Licensed Material automatically receives an offer from the Licensor to exercise the Licensed Rights under the terms and conditions of this SCIN License.

        b. No downstream restrictions. You may not offer or impose any additional or different terms or conditions on, or apply any Effective Technological Measures to, the Licensed Material and/or any Adapted Materials if doing so restricts exercise of the Licensed Rights by any recipient of the Licensed Material and/or any Adapted Materials.

   6. No endorsement. Nothing in this SCIN License constitutes or may be construed as permission to assert or imply that You are, or that Your use of the Licensed Material is, connected with, or sponsored, endorsed, or granted official status by, the Licensor or others designated to receive attribution as provided in Section 3(a)(1)(A)(i).

b. Other rights.

   1. Moral rights, such as the right of integrity, are not licensed under this SCIN License, nor are publicity, privacy, and/or other similar personality rights; however, to the extent possible, the Licensor waives and/or agrees not to assert any such rights held by the Licensor to the limited extent necessary to allow You to exercise the Licensed Rights, but not otherwise.

   2. Patent and trademark rights are not licensed under this SCIN License.

   3. To the extent possible, the Licensor waives any right to collect royalties from You for the exercise of the Licensed Rights, whether directly or through a collecting society under any voluntary or waivable statutory or compulsory licensing scheme. In all other cases the Licensor expressly reserves any right to collect such royalties.

Section 3 -- License Conditions.

Your exercise of the Licensed Rights is expressly made subject to the following conditions.

a. Attribution.

   1. If You Share the Licensed Material (including in modified form) or Adapted Materials,  You must:

        a. retain the following if it is supplied by the Licensor with the Licensed Material or Adapted Materials:

             i. identification of the creator(s) of the Licensed Material and/or Adapted Materials and any others designated to receive attribution, in any reasonable manner requested by the Licensor (including by pseudonym if designated);

            ii. a copyright notice;

           iii. a notice that refers to this SCIN License;

            iv. a notice that refers to the disclaimer of warranties;

             v. a URI or hyperlink to the Licensed Material and/or Adapted Materials to the extent reasonably practicable;

        b. indicate if You modified the Licensed Material and/or Adapted Materials and retain an indication of any previous modifications;

        c. indicate the Licensed Material and/or Adapted Materials is licensed under and subject to the terms and conditions of this SCIN License, and include the text of, or the URI or hyperlink to, this SCIN License.

   2. You may satisfy the conditions in Section 3(a)(1) in any reasonable manner based on the medium, means, and context in which You Share the Licensed Material and/or Adapted Materials. For example, it may be reasonable to satisfy the conditions by providing a URI or hyperlink to a resource that includes the required information.

   3. If requested by the Licensor, You must remove any of the information required by Section 3(a)(1)(A) to the extent reasonably practicable.

   4. If You Share Adapted Material You produce, the Adapter's License You apply must not prevent recipients of the Adapted Material from complying with this SCIN License.

b. Restrictions: You may not make any attempt to re-identify or re-link any of the individual data subjects whose data has been de-identified to create the Licensed Materials. Re-identification or re-linking of any such individual subjects is strictly prohibited and results in the immediate termination of all rights granted to the Licensed Materials and/or any Adapted Materials.

Section 4 -- Sui Generis Database Rights.

Where the Licensed Rights include Sui Generis Database Rights that apply to Your use of the Licensed Material and/or Adapted Material:

a. for the avoidance of doubt, Section 2(a)(1) grants You the right to extract, reuse, reproduce, and Share all or a substantial portion of the contents of the database;

b. if You include all or a substantial portion of the database contents in a database in which You have Sui Generis Database Rights, then the database in which You have Sui Generis Database Rights (but not its individual contents) is Adapted Material; and

c. You must comply with the conditions in Section 3(a) if You Share all or a substantial portion of the contents of the database.

For the avoidance of doubt, this Section 4 supplements and does not replace Your obligations under this SCIN License where the Licensed Rights include other Copyright and Similar Rights.

Section 5 -- Disclaimer of Warranties and Limitation of Liability.

a. UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS, IMPLIED, STATUTORY, OR OTHER. THIS INCLUDES, WITHOUT LIMITATION, WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, NON-INFRINGEMENT, ABSENCE OF LATENT OR OTHER DEFECTS, ACCURACY, OR THE PRESENCE OR ABSENCE OF ERRORS, WHETHER OR NOT KNOWN OR DISCOVERABLE. WHERE DISCLAIMERS OF WARRANTIES ARE NOT ALLOWED IN FULL OR IN PART, THIS DISCLAIMER MAY NOT APPLY TO YOU.

b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION, NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT, INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES, COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS SCIN LICENSE OR USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR IN PART, THIS LIMITATION MAY NOT APPLY TO YOU.

c. The disclaimer of warranties and limitation of liability provided above shall be interpreted in a manner that, to the extent possible, most closely approximates an absolute disclaimer and waiver of all liability.

Section 6 -- Term and Termination.

a. This SCIN License applies for the term of the Copyright and Similar Rights licensed here. However, if You fail to comply with this SCIN License, then Your rights under this SCIN License terminate automatically.

b. Where Your right to use the Licensed Material has terminated under Section 6(a), it reinstates:

   1. automatically as of the date the violation is cured, provided it is cured within 30 days of Your discovery of the violation; or

   2. upon express reinstatement by the Licensor.

 For the avoidance of doubt, this Section 6(b) does not affect any right the Licensor may have to seek remedies for Your violations of this SCIN License.

c. For the avoidance of doubt, the Licensor may also offer the Licensed Material under separate terms or conditions or stop distributing the Licensed Material at any time; however, doing so will not terminate this SCIN License.

d. Sections 1, 5, 6, 7, and 8 survive termination of this SCIN License.

Section 7 -- Other Terms and Conditions.

a. The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed.

b. Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this SCIN License.

Section 8 -- Interpretation.

a. For the avoidance of doubt, this SCIN License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this SCIN License.

b. To the extent possible, if any provision of this SCIN License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this SCIN License without affecting the enforceability of the remaining terms and conditions.

c. No term or condition of this SCIN License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor.

d. Nothing in this SCIN License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.

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