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20232026
most citedApplication of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review

1 citations · 2 across the 5 of their papers we have counts for

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cs.CV2026

Deep Psychovisual Image Representations

Wendi Ma, Aryaman Sharma, Wei Dai +1

Psychovisual models suggest human vision decouples low-level feature extraction from higher cognition by first forming intermediate abstractions. In contrast, deep learning-based v…

cs.CV2023

Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification

Nathasha Naranpanawa, H. Peter Soyer, Adam Mothershaw +4

An ugly duckling is an obviously different skin lesion from surrounding lesions of an individual, and the ugly duckling sign is a criterion used to aid in the diagnosis of cutaneou…