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<\/a><\/p>\nIn Skincare, we develop a mobile application for patients and health professionals in the context of skin cancer diagnosis and treatment.<\/p>\n
A CNN toolbox for skin cancer classification. Fabrizio Nunnari and Daniel Sonntag, 2019.<\/a><\/p>\n The Skincare Project. Daniel Sonntag, Fabrizio Nunnari and Hans-J\u00fcrgen Profitlich, 2020.<\/a><\/p>\n We will combine patient records with mobile images for knowledge discovery and knowledge acquisition toward decision support and services in clinical and non-clinical environments. Input modes include smartphones for a direct digitization of patient data and images. The innovative aspect is a holistic view on individual patients based on teledermatology, whereby patient data and lesions photographed with a mobile device can be taken into account for clinical and non-clinical decision support.<\/p>\n Further, we conduct research in interactive machine learning to explain deep neural network decisions by smart visualizations of medically relevant visual concepts.<\/p>\n Daniel Sonntag (DFKI, supervisor) Funding period 01\/2019 – 12\/2019 In Skincare, we develop a mobile application for patients and health professionals in the context of skin cancer diagnosis and treatment. A CNN toolbox for skin cancer classification. Fabrizio Nunnari and Daniel Sonntag, 2019. The … Continue reading Objectives<\/h2>\n
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People<\/h2>\n
Hans-J\u00fcrgen Profitlich (DFKI, senior software developer)
Fabrizio Nunnari (DFKI, senior researcher)
Abraham Ezema (DFKI)
Haris Iqbal (DFKI)
Md Abdul Kadir (DFKI)
Duy Nguyen (DFKI)<\/p>\nPartners<\/h2>\n
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Sponsored by<\/h2>\n
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