ISIC 2018 dermoscopy deep learning — all three tasks, a concept-bottleneck experiment, a skin-tone fairness audit, and a scored entry on the live ISIC MILK10k leaderboard (macro F1 0.422). My first DL project, retrained in 2026 with an honest retrospective.
deep-learning tensorflow keras medical-imaging image-segmentation unet semantic-segmentation fairness interpretability isic2018 efficientnet dermoscopy concept-bottleneck milk10k
-
Updated
Jul 26, 2026 - Jupyter Notebook