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Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings (Paperback, 1st ed. 2020)
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Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings (Paperback, 1st ed. 2020)
Series: Lecture Notes in Computer Science, 12436
Expected to ship within 10 - 15 working days
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This book constitutes the proceedings of the 11th International
Workshop on Machine Learning in Medical Imaging, MLMI 2020, held in
conjunction with MICCAI 2020, in Lima, Peru, in October 2020. The
conference was held virtually due to the COVID-19 pandemic. The 68
papers presented in this volume were carefully reviewed and
selected from 101 submissions. They focus on major trends and
challenges in the above-mentioned area, aiming to identify
new-cutting-edge techniques and their uses in medical imaging.
Topics dealt with are: deep learning, generative adversarial
learning, ensemble learning, sparse learning, multi-task learning,
multi-view learning, manifold learning, and reinforcement learning,
with their applications to medical image analysis, computer-aided
detection and diagnosis, multi-modality fusion, image
reconstruction, image retrieval, cellular image analysis, molecular
imaging, digital pathology, etc.
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