Titlebook: Computer-Aided Analysis of Gastrointestinal Videos; Jorge Bernal,Aymeric Histace Book 2021 Springer Nature Switzerland AG 2021 Computer Vi

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Jorge Bernal,Aymeric HistacePresents the first dedicated volume on computer-aided gastrointestinal video analysis.Provides insights from both technical and clinical domains, with a special focus on the clinical applicability of

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Clinical Context for Intelligent Systems in Colonoscopy.4 million new cases of CRC are diagnosed annually and the incidence rates are slightly higher in men than in women. The World Health Organization (WHO) reported a rate of mortality of . in 2018, as can be seen in Fig.?..

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Delphine Allès,Pascal Vennessongh transfer learning. However, in this work, we propose a deep learning architecture that exploits fine-tuning and random initialization of weights in a multi-encoder with a single decoder network architecture.