Table 6 Distribution of data in dermnet dataset.
From: AI-based localization and classification of skin disease with erythema
Dataset: Dermnet | Number of data | |||||
|---|---|---|---|---|---|---|
Segmentation | Classification | |||||
Class | Train | Test | Total | Train | Test | Total |
Acne and Rosacea | 4 | 2 | 6 | 746 | 131 | 877 |
Actinic keratosis | 4 | 2 | 6 | 1193 | 181 | 1374 |
Atopic dermatitis | 3 | 2 | 5 | 642 | 120 | 762 |
Bullous disease | 3 | 2 | 5 | 393 | 92 | 485 |
Cellulitis | 3 | 2 | 5 | 223 | 73 | 296 |
Contact dermatitis | 3 | 2 | 5 | 231 | 74 | 305 |
Eczema | 4 | 3 | 7 | 1667 | 234 | 1901 |
Exanthems | 3 | 2 | 5 | 354 | 87 | 441 |
Fungal infections | 4 | 3 | 7 | 1601 | 227 | 1828 |
Herpes | 3 | 2 | 5 | 397 | 94 | 491 |
Light chain disease | 3 | 2 | 5 | 538 | 117 | 655 |
Lupus erythematosus | 3 | 2 | 5 | 371 | 90 | 461 |
Psoriasis | 4 | 3 | 7 | 2044 | 275 | 2319 |
Scabies | 3 | 2 | 5 | 448 | 98 | 546 |
Systemic disease | 3 | 2 | 5 | 633 | 119 | 752 |
Urticaria | 3 | 2 | 5 | 138 | 63 | 201 |
Vasculitis | 3 | 2 | 5 | 411 | 94 | 505 |
Viral infections | 4 | 3 | 7 | 1443 | 209 | 1652 |
Total | 60 | 40 | 100 | 13,473 | 2378 | 15,851 |
