Evidence-Driven Differential Diagnosis of Malignant Melanoma

arXiv:2609.29613 · eess.IV, cs.AI, cs.CV, cs.LG · Submitted 2026-08-28 · Read on arXiv

eess.IV, cs.AI, cs.CV, cs.LG

Submitted: 2026-08-28

Updated: 2026-08-28

Code: https://github.com/narenakash/meldd

Terminology

• Transformer — 16× in this paper · explained in 2 episodes
• AUC — 11× in this paper · explained in 2 episodes
• Accuracy — 6× in this paper · explained in 1 episode
• Embeddings — 5× in this paper · explained in 2 episodes
• Adam — 2× in this paper · explained in 2 episodes
• Contrastive Learning — 1× in this paper · explained in 5 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes

Sources

• Adam: A Method for Stochastic Optimization

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