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Titlebook: Machine Learning in Medical Imaging; 9th International Wo Yinghuan Shi,Heung-Il Suk,Mingxia Liu Conference proceedings 2018 Springer Nature

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Self-taught Learning with Residual Sparse Autoencoders for HEp-2 Cell Staining Pattern Recognition,e-consuming and laborious. This study proposes a novel self-taught learning for more accurately reconstructing the raw data based on the sparse autoencoder. It is well known that autoencoder is able to learn latent features via setting the target values to be equal to the input data, and can be stac
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Brain Status Prediction with Non-negative Projective Dictionary Learning,tus prediction by learning a discriminative representation of the data with a novel non-negative projective dictionary learning (NPDL) approach. The proposed approach performs class-wise projective dictionary learning, which uses an analysis dictionary to generate non-negative coding vectors from th
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Classification of Pancreatic Cystic Neoplasms Based on Multimodality Images,is very difficult even for radiologists, due to similar appearance and shape. We propose a network called PCN-Net which makes use of T1/T2 MRI of abdomen by its three stages design. The first and second stages are trained on T1 and T2 separately for detection and inter-modality registration. After a
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Dwarikanath Mahapatra,Zongyuan Ge,Suman Sedai,Rajib Chakravortyeness – should be reimagined as central to democratic society. Young adults, especially from disadvantaged backgrounds, engage more in education and training, and learn more day-to-day at work, if provision is democratically organised and based on enduring and inclusive institutional networks, and w
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Gerard Sanroma,Loes Rutten-Jacobs,Valerie Lohner,Johanna Kramme,Sach Mukherjee,Martin Reuter,Tony Stides innovative insights into EU policy processes and their This open access book challenges international policy ‘groupthink’ about lifelong learning. Adult learning – too long a servant of business competitiveness – should be reimagined as central to democratic society. Young adults, especially fr
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Frank Preiswerk,Cheng-Chieh Cheng,Jie Luo,Bruno Madoreeness – should be reimagined as central to democratic society. Young adults, especially from disadvantaged backgrounds, engage more in education and training, and learn more day-to-day at work, if provision is democratically organised and based on enduring and inclusive institutional networks, and w
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Aliasghar Mortazi,Ulas Bagcis is useful and how such sharing makes lifelong machine learning (LML) work. The example is about product review sentiment classification. The task is to build a classifier to classify a product review as expressing a positive or negative opinion. In the classic setting, we first label a large numbe
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