Project | SkinCare (EIT)

Publications about the project

1. On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images

   Fabrizio Nunnari; Md Abdul Kadir; Daniel Sonntag

   In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE-2021), August 17-20, Virtual, Pages 241-253, LNCS, Vol. 12844, ISBN 978-3-030-84060-0, Springer International Publishing, 2021.
2. Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks

   Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag

   In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE-2021), August 17-20, Virtual, Pages 225-240, LNCS, Vol. 12844, ISBN 978-3-030-84060-0, Springer International Publishing, 2021.
3. The effects of masking in melanoma image classification with CNNs towards international standards for image preprocessing

   Fabrizio Nunnari; Abraham Ezema; Daniel Sonntag

   In: 2020 EAI International Symposium on Medical Artificial Intelligence. EAI International Symposium on Medical Artificial Intelligence (MedAI-2020), December 18, Online-Conference, EAI, 12/2020.