Diffusion-Based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images
Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincső, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas
Topics & Concepts
Computer scienceDiffusionArtificial intelligenceData miningPattern recognition (psychology)ThermodynamicsPhysicsAI in cancer detectionCutaneous Melanoma Detection and ManagementImage and Signal Denoising Methods