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dunnowho
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dermatoai-multimodal

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dermatology
skin-lesion
triage
multimodal
Model card Files
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  1. tinea-eczema.json +113 -0
tinea-eczema.json ADDED
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+ {
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+ "catatan": "Diskriminator tinea-vs-eksem dari kuesioner SCIN. Dipakai hanya untuk memutuskan apakah ANTIJAMUR boleh ditawarkan.",
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+ "feature_order": [
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+ "age_AGE_UNKNOWN",
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+ "age_AGE_18_TO_29",
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+ "age_AGE_30_TO_39",
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+ "age_AGE_40_TO_49",
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+ "age_AGE_50_TO_59",
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+ "age_AGE_60_TO_69",
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+ "age_AGE_70_TO_79",
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+ "sex_FEMALE",
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+ "sex_MALE",
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+ "sex_OTHER_OR_UNSPECIFIED",
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+ "duration_ONE_DAY",
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+ "duration_LESS_THAN_ONE_WEEK",
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+ "duration_ONE_TO_FOUR_WEEKS",
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+ "duration_ONE_TO_THREE_MONTHS",
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+ "duration_THREE_TO_TWELVE_MONTHS",
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+ "duration_MORE_THAN_ONE_YEAR",
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+ "duration_MORE_THAN_FIVE_YEARS",
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+ "duration_SINCE_CHILDHOOD",
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+ "duration_UNKNOWN",
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+ "textures_raised_or_bumpy",
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+ "textures_flat",
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+ "textures_rough_or_flaky",
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+ "textures_fluid_filled",
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+ "body_parts_head_or_neck",
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+ "body_parts_arm",
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+ "body_parts_palm",
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+ "body_parts_back_of_hand",
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+ "body_parts_torso_front",
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+ "body_parts_torso_back",
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+ "body_parts_genitalia_or_groin",
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+ "body_parts_buttocks",
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+ "body_parts_leg",
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+ "body_parts_foot_top_or_side",
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+ "body_parts_foot_sole",
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+ "body_parts_other",
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+ "condition_symptoms_bothersome_appearance",
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+ "condition_symptoms_bleeding",
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+ "condition_symptoms_increasing_size",
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+ "condition_symptoms_darkening",
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+ "condition_symptoms_itching",
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+ "condition_symptoms_burning",
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+ "condition_symptoms_pain",
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+ "other_symptoms_fever",
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+ "other_symptoms_chills",
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+ "other_symptoms_fatigue",
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+ "other_symptoms_joint_pain",
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+ "other_symptoms_mouth_sores",
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+ "other_symptoms_shortness_of_breath"
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+ ],
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+ "coef": [
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+ -0.7743283317684035,
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+ ],
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+ "intercept": 1.2553462333741487,
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+ "bobot_kuesioner": 0.3,
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+ "ambang_antijamur": 0.6,
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+ "auc_oof": {
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+ "citra_saja": 0.8330398364584368,
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+ "kuesioner_saja": 0.7516384782059429,
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+ "campuran": 0.8645652290424092
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+ },
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+ "n_latih": 1449,
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+ "n_tinea": 211
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+ }