| Téma: | Deep learning for skin cancer classification
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| Vedoucí: | prof. Dr. Ing. Jan Kybic
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| Vypsáno jako: | Diplomová práce,Bakalářská práce,Individuální projekt,Dobrovolná odborná práce
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| Popis: | Given a skin patch, (i) segment a lesion and (ii) determine, whether it is benign or malignant.
Several network architectures should be tried and the performance compared with a standard ABCD method. An additional task is to (iii) create a mobile phone or client/server application for the detection.
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| Literatura: | Esteva et al.: Dermatologist-level classification of skin cancer with deep neural networks, Nature, 2017
Fosu et al.: Mobile melanoma detection application for Android smart phones, NEBEC 2015
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| Realizace: | SW projekt
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| Vypsáno dne: | 13.05.2019
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