2 papers
cs.CV2021
Can self-training identify suspicious ugly duckling lesions?
Mohammadreza Mohseni, Jordan Yap, William Yolland +2
One commonly used clinical approach towards detecting melanomas recognises the existence of Ugly Duckling nevi, or skin lesions which look different from the other lesions on the s…
cs.CV2021
Out-of-Distribution Detection for Dermoscopic Image Classification
Mohammadreza Mohseni, Jordan Yap, William Yolland +2
Medical image diagnosis can be achieved by deep neural networks, provided there is enough varied training data for each disease class. However, a hitherto unknown disease class not…