Exploring artificial intelligence for differentiating early syphilis from other skin lesions: a pilot study

Early diagnosis of syphilis is vital for its effective control. This study aimed to develop an Artificial Intelligence (AI) diagnostic model based on radiomics technology to distinguish early syphilis from other clinical skin lesions.
The study collected 260 images of skin lesions caused by various skin infections, including 115 syphilis and 145 other infection types. 80% of the dataset was used for model development with 5-fold cross-validation, and the remaining 20% was used as a hold-out […]
Exploring artificial intelligence for differentiating early syphilis from other skin lesions: a pilot study