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Deep Learning and Data Labeling for Medical Applications

Name: Deep Learning and Data Labeling for Medical Applications
Brand: Springer International Publishing AG
SKU: 14133164
Price: 51.53 EUR
Availability: InStock
Author: Gustavo Carneiro
ISBN: 9783319469751

Jo?o Manuel R. S. Tavares

Vasileios Belagiannis

Jo?o Paulo Papa

Jacinto C. Nascimento

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 14133164

Nakladnici Springer International Publishing AG, rujan 2016

This book constitutes the refereed proceedings of two workshops held at the 19th International Confe... Cijeli opis

Libristo kod: 14133164

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This book constitutes the refereed proceedings of two workshops held at the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, in Athens, Greece, in October 2016: the First Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2016, and the Second International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2016. The 28 revised regular papers presented in this book were carefully reviewed and selected from a total of 52 submissions. The 7 papers selected for LABELS deal with topics from the following fields: crowd-sourcing methods; active learning; transfer learning; semi-supervised learning; and modeling of label uncertainty.

The 21 papers selected for DLMIA span a wide range of topics such as image description; medical imaging-based diagnosis; medical signal-based diagnosis; medical image reconstruction and model selection using deep learning techniques; meta-heuristic techniques for fine-tuning parameter in deep learning-based architectures; and applications based on deep learning techniques.

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Informacije o knjizi

Puni naziv Deep Learning and Data Labeling for Medical Applications

Autor Gustavo Carneiro, Diana Mateus, Peter Lo?c, Andrew Bradley, Jo?o Manuel R. S. Tavares, Vasileios Belagiannis, Jo?o Paulo Papa, Jacinto C. Nascimento

Jezik

Engleski

Uvez Knjiga - Meki uvez

Datum izdanja 2016

Broj stranica 280

EAN 9783319469751

ISBN 3319469754

Libristo kod 14133164

Nakladnici Springer International Publishing AG

Težina 4511

Dimenzije 155 x 235 x 17