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https://github.com/ruvnet/RuVector.git
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fde768f86d
Extract DrAgnes dermatology intelligence platform from ui/ruvocal/ into a self-contained SvelteKit application under examples/dragnes/. Includes all library modules, components, API routes, tests, deployment config, PWA assets, and research documentation. Updated paths for standalone routing (no /dragnes prefix), fixed static asset references, and adjusted test imports. Co-Authored-By: claude-flow <ruv@ruv.net>
265 lines
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4.8 KiB
JSON
265 lines
No EOL
4.8 KiB
JSON
{
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"dataset": {
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"totalImages": 10015,
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"totalLesions": 7229,
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"source": "Tschandl P, Rosendahl C, Kittler H. The HAM10000 dataset. Sci Data 5, 180161 (2018)",
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"doi": "10.1038/sdata.2018.161"
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},
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"classCounts": {
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"nv": 6705,
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"mel": 1113,
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"bkl": 1099,
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"bcc": 514,
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"akiec": 327,
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"vasc": 142,
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"df": 115
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},
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"classLabels": {
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"akiec": "Actinic Keratosis / Intraepithelial Carcinoma",
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"bcc": "Basal Cell Carcinoma",
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"bkl": "Benign Keratosis-like Lesion",
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"df": "Dermatofibroma",
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"mel": "Melanoma",
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"nv": "Melanocytic Nevus",
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"vasc": "Vascular Lesion"
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},
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"ageStats": {
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"akiec": {
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"mean": 65.2,
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"median": 67,
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"std": 12.8,
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"q1": 57,
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"q3": 75,
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"min": 30,
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"max": 90
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},
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"bcc": {
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"mean": 62.8,
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"median": 65,
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"std": 14.1,
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"q1": 53,
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"q3": 73,
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"min": 25,
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"max": 90
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},
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"bkl": {
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"mean": 58.4,
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"median": 60,
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"std": 15.3,
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"q1": 48,
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"q3": 70,
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"min": 15,
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"max": 90
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},
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"df": {
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"mean": 38.5,
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"median": 35,
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"std": 14.2,
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"q1": 28,
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"q3": 47,
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"min": 15,
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"max": 75
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},
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"mel": {
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"mean": 56.3,
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"median": 57,
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"std": 16.8,
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"q1": 45,
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"q3": 70,
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"min": 10,
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"max": 90
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},
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"nv": {
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"mean": 42.1,
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"median": 40,
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"std": 16.4,
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"q1": 30,
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"q3": 52,
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"min": 5,
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"max": 85
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},
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"vasc": {
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"mean": 47.8,
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"median": 45,
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"std": 20.1,
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"q1": 35,
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"q3": 62,
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"min": 5,
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"max": 85
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}
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},
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"sexDist": {
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"akiec": {
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"male": 0.58,
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"female": 0.38,
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"unknown": 0.04
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},
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"bcc": {
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"male": 0.62,
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"female": 0.35,
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"unknown": 0.03
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},
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"bkl": {
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"male": 0.52,
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"female": 0.44,
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"unknown": 0.04
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},
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"df": {
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"male": 0.32,
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"female": 0.63,
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"unknown": 0.05
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},
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"mel": {
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"male": 0.58,
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"female": 0.38,
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"unknown": 0.04
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},
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"nv": {
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"male": 0.48,
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"female": 0.48,
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"unknown": 0.04
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},
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"vasc": {
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"male": 0.42,
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"female": 0.52,
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"unknown": 0.06
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}
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},
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"localizationDist": {
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"akiec": {
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"scalp": 0.08,
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"face": 0.22,
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"ear": 0.05,
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"neck": 0.06,
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"trunk": 0.18,
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"back": 0.12,
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"upper extremity": 0.14,
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"lower extremity": 0.08,
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"hand": 0.04,
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"foot": 0.02,
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"genital": 0.01
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},
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"bcc": {
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"scalp": 0.06,
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"face": 0.3,
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"ear": 0.04,
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"neck": 0.08,
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"trunk": 0.22,
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"back": 0.14,
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"upper extremity": 0.08,
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"lower extremity": 0.04,
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"hand": 0.02,
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"foot": 0.01,
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"genital": 0.01
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},
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"bkl": {
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"scalp": 0.04,
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"face": 0.12,
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"ear": 0.02,
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"neck": 0.05,
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"trunk": 0.28,
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"back": 0.2,
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"upper extremity": 0.12,
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"lower extremity": 0.1,
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"hand": 0.04,
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"foot": 0.02,
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"genital": 0.01
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},
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"df": {
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"scalp": 0.01,
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"face": 0.03,
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"ear": 0.01,
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"neck": 0.02,
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"trunk": 0.15,
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"back": 0.08,
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"upper extremity": 0.18,
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"lower extremity": 0.45,
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"hand": 0.04,
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"foot": 0.02,
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"genital": 0.01
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},
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"mel": {
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"scalp": 0.04,
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"face": 0.08,
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"ear": 0.02,
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"neck": 0.04,
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"trunk": 0.28,
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"back": 0.22,
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"upper extremity": 0.12,
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"lower extremity": 0.14,
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"hand": 0.03,
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"foot": 0.02,
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"genital": 0.01
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},
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"nv": {
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"scalp": 0.02,
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"face": 0.06,
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"ear": 0.01,
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"neck": 0.04,
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"trunk": 0.32,
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"back": 0.24,
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"upper extremity": 0.12,
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"lower extremity": 0.12,
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"hand": 0.04,
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"foot": 0.02,
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"genital": 0.01
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},
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"vasc": {
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"scalp": 0.05,
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"face": 0.15,
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"ear": 0.03,
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"neck": 0.05,
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"trunk": 0.2,
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"back": 0.1,
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"upper extremity": 0.15,
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"lower extremity": 0.18,
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"hand": 0.05,
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"foot": 0.03,
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"genital": 0.01
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}
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},
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"dxTypeDist": {
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"akiec": {
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"histo": 0.82,
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"follow_up": 0.05,
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"consensus": 0.1,
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"confocal": 0.03
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},
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"bcc": {
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"histo": 0.85,
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"follow_up": 0.03,
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"consensus": 0.08,
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"confocal": 0.04
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},
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"bkl": {
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"histo": 0.53,
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"follow_up": 0.15,
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"consensus": 0.27,
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"confocal": 0.05
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},
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"df": {
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"histo": 0.35,
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"follow_up": 0.2,
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"consensus": 0.4,
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"confocal": 0.05
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},
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"mel": {
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"histo": 0.89,
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"follow_up": 0.02,
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"consensus": 0.06,
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"confocal": 0.03
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},
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"nv": {
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"histo": 0.15,
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"follow_up": 0.52,
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"consensus": 0.28,
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"confocal": 0.05
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},
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"vasc": {
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"histo": 0.25,
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"follow_up": 0.1,
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"consensus": 0.55,
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"confocal": 0.1
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}
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}
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} |