Sophia Deffaa

Medicine · Health Sciences

4h-index1.4kcitations4works0.02yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Cutaneous Melanoma Detection and Management(4), AI in cancer detection(4), Nonmelanoma Skin Cancer Studies(2), Cell Image Analysis Techniques(2)

Publications4 total

Superior skin cancer classification by the combination of human and artificial intelligence
European Journal of Cancer·2019· 349 citedOpen Access
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks
European Journal of Cancer·2019· 211 citedOpen Access
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task
European Journal of Cancer·2019· 548 cited
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task
European Journal of Cancer·2019· 294 citedOpen Access

Frequent Co-authors

Alexander Enk(8), Jochen Utikal(8), Joachim Klode(6), Axel Hauschild(6), Carola Berking(6), Dirk Schadendorf(6), Philipp Jansen(5), Claudia Bär(5), Ante Karoglan(5), Titus J. Brinker(4), Achim Hekler(4), Bastian Schilling(4), Sebastian Haferkamp(4), Christof von Kalle(4), Christina Drusio(4), Selma Ugurel(4), Martin Salzmann(4), Sarah K. Schäfer(4), Knut Schäkel(4), Katharina Drerup(4)