IOS Press Ebooks - Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis
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Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis
Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Sonia Segura, Susana Puig, Cristina Carrera, Joseph Palou, Josep Malvehy
178 - 185
10.3233/978-1-58603-925-7-178
Frontiers in Artificial Intelligence and Applications
Volume 184: Artificial Intelligence Research and Development
Abstract

New habits in solar exposure have caused an important increase of melanoma cancer during the last few years. However, recent studies demonstrate that early diagnosis drastically improves the treatment of this illness. This work presents a platform called MEDIBE that helps experts to diagnose melanoma. MEDIBE is an ensemble-based reasoning system that uses two of the most important non-invasive image techniques: Reflectance Confocal Microscopy and Dermatoscopy. The combination of both image source improves the reliability of diagnosis.

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