research
∙
05/22/2023
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images
In recent years, deep learning (DL) has shown great potential in the fie...
share
research
∙
01/12/2023
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images
Despite continued advancement in recent years, deep neural networks stil...
research
∙
05/02/2021
Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Skin Textured Meshes
We present an automated approach to detect and longitudinally track skin...
research
∙
06/04/2019
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance
Skin conditions are a global health concern, ranking the fourth highest ...
research
∙
03/14/2017