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researcher

A. Koochek

4 papers hereh-index 8682 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV4

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedEvaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset

7 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

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★ 7 cited

Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset

Matthew Groh, Caleb Harris, Luis Soenksen +5

How does the accuracy of deep neural network models trained to classify clinical images of skin conditions vary across skin color? While recent studies demonstrate computer vision…

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