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Search results: 8
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Computer Vision – ACCV 2018 Workshops: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers (Lecture Notes in Computer Science #11367)
This LNCS workshop proceedings, ACCV 2018, contains carefully reviewed and selected papers from 11 workshops, each having different types or programs: Scene Understanding and Modelling (SUMO) Challenge, Learning and Inference Methods for High Performance Imaging (LIMHPI), Attention/Intention Underst... More
Language: ENGCopyright: 2019 -
Deep Learning and Convolutional Neural Networks for Medical Image Computing
This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the t... More
Language: ENGCopyright: 2016 -
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics (Advances in Computer Vision and Pattern Recognition)
This book reviews the state of the art in deep learning approaches to high-performance robust disease detection, robust and accurate organ segmentation in medical image computing (radiological and pathological imaging modalities), and the construction and mining of large-scale radiology databases. I... More
Language: ENGCopyright: 2019 -
Deep Learning and Data Labeling for Medical Applications
by Andrew Bradley • Marco Loog • João Manuel R. S. Tavares • Jaime S. Cardoso • Gustavo Carneiro • Diana Mateus • Loïc Peter • Vasileios Belagiannis • João Paulo Papa • Jacinto C. Nascimento • Zhi Lu • Julien CornebiseThis 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 S... More
Language: ENGCopyright: 2016 -
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
by Eric Granger • Su-Lin Lee • M. Jorge Cardoso • Gustavo Carneiro • Diana Mateus • Tal Arbel • Lena Maier-Hein • Veronika Cheplygina • Simone Balocco • Guillaume Zahnd • Stefanie Demirci • Luc Duong • Marc-André Carbonneau • Shadi AlbarqouniThis book constitutes the refereed joint proceedings of the 6th Joint International Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2017, and the Second International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label S... More
Language: ENGCopyright: 2017 -
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
by Andrew Bradley • Jaime S. Cardoso • M. Jorge Cardoso • Gustavo Carneiro • Vasileios Belagiannis • João Paulo Papa • Jacinto C. Nascimento • Zhi Lu • João Manuel R.S. Tavares • Tal Arbel • Tanveer Syeda-Mahmood • Mehdi Moradi • Hayit Greenspan • Anant MadabhushiThis book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Confe... More
Language: ENGCopyright: 2017 -
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, Dlmia 2018, And 8th International Workshop, Ml-cds 2018, Held In Conjunction With Miccai 2018, Granada, Spain, September 20, 2018. Proceedings (Lecture Notes in Computer Science #11045)
by Andrew Bradley • João Manuel R. S. Tavares • Gustavo Carneiro • Vasileios Belagiannis • Jacinto C. Nascimento • Zhi Lu • Lena Maier-Hein • Tanveer Syeda-Mahmood • Mehdi Moradi • Hayit Greenspan • Anant Madabhushi • Danail Stoyanov • Zeike Taylor • Anne Martel • Joao Paulo Papa • Sailesh ConjetiThis book constitutes the refereed joint proceedings of the 4th International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2018, and the 8th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2018, held in conjunction with the 21st International Confere... More
Language: ENGCopyright: 2017 -
Image Analysis for Moving Organ, Breast, and Thoracic Images: Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings (Lecture Notes in Computer Science #11040)
by Andrew P. Bradley • Jens Petersen • Kensaku Mori • Gustavo Carneiro • Kanwal Bhatia • Bernhard Kainz • Lena Maier-Hein • Tom Vercauteren • Danail Stoyanov • Zeike Taylor • Anne Martel • Gabriel Maicas • Reinhard R. Beichel • Ozan Oktay • Jacinto Nascimento • Hang Min • Matthew S. Brown • Colin Jacobs • Bianca Lassen-Schmidt • Raúl San José Estépar • Alexander Schmidt-Richberg • Catarina VeigaThis book constitutes the refereed joint proceedings of the Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018, the Fourth International Workshop on Breast Image Analysis, BIA 2018, and the First International Workshop on Thoracic Image Analysis, TIA 2018, ... More
Language: ENGCopyright: 2018