Gustavo Carneiro – författare

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20 produkter

1. 

   Machine Learning with Noisy Labels

   Definitions, Theory, Techniques and Solutions

   Av Gustavo Carneiro

   Häftad, 2024

   1117 kr

   Lägg i varukorg

   Machine Learning and Noisy Labels: Definitions, Theory, Techniques and Solutions provides an ideal introduction to machine learning with noisy labels that is suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching, machine learning methods. …

2. 

   Machine Learning with Noisy Labels

   Definitions, Theory, Techniques and Solutions

   Av Gustavo Carneiro

   E-bok, 2024

   1585 kr

   Lägg i varukorg

   Most of the modern machine learning models, based on deep learning techniques, depend on carefully curated and cleanly labelled training sets to be reliably trained and deployed. However, the expensive labelling process involved in the acquisition of such training sets limits the number and size of …

3. 

   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

   Av Danail Stoyanov, Zeike Taylor m. fl.

   Häftad, 2018

   567 kr

   Lägg i varukorg

   This 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 …

4. 

   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

   Av Anant Madabhushi, Hayit Greenspan m. fl.

   E-bok, 2018

   713 kr

   Lägg i varukorg

   This 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 …

5. 

   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

   Av Danail Stoyanov, Zeike Taylor m. fl.

   Häftad, 2018

   551 kr

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   This 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, …

6. 

   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

   Av Catarina Veiga, Alexander Schmidt-Richberg m. fl.

   E-bok, 2018

   734 kr

   Lägg i varukorg

   This 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, …

7. 

   Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

   Av Le Lu, Xiaosong Wang m. fl.

   Inbunden, 2019

   1106 kr

   Lägg i varukorg

   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. …

8. 

   Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

   Av Lin Yang, Gustavo Carneiro m. fl.

   E-bok, 2019

   2267 kr

   Lägg i varukorg

   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. …

9. 

   Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

   Av Le Lu, Xiaosong Wang m. fl.

   Häftad, 2020

   1106 kr

   Lägg i varukorg

   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. …

10. 

    Computer Vision – ACCV 2018 Workshops

    14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers

    Av Gustavo Carneiro, Shaodi You

    Häftad, 2019

    926 kr

    Lägg i varukorg

    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 …

11. 

    Computer Vision - ACCV 2018 Workshops

    14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers

    Av Shaodi You, Gustavo Carneiro

    E-bok, 2019

    1138 kr

    Lägg i varukorg

    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 …

12. 

    Deep Learning and Convolutional Neural Networks for Medical Image Computing

    Precision Medicine, High Performance and Large-Scale Datasets

    Av Le Lu, Yefeng Zheng m. fl.

    Inbunden, 2017

    1800 kr

    Lägg i varukorg

    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 …

13. 

    Deep Learning and Convolutional Neural Networks for Medical Image Computing

    Precision Medicine, High Performance and Large-Scale Datasets

    Av Lin Yang, Gustavo Carneiro m. fl.

    E-bok, 2017

    2341 kr

    Lägg i varukorg

    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 …

14. 

    Deep Learning and Data Labeling for Medical Applications

    First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

    Av Gustavo Carneiro, Diana Mateus m. fl.

    Häftad, 2016

    567 kr

    Lägg i varukorg

    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 …

15. 

    Deep Learning and Data Labeling for Medical Applications

    First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

    Av Julien Cornebise, Jaime S. Cardoso m. fl.

    E-bok, 2016

    710 kr

    Lägg i varukorg

    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 …

16. 

    Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis

    6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings

    Av M. Jorge Cardoso, Tal Arbel m. fl.

    Häftad, 2017

    551 kr

    Lägg i varukorg

    This 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 …

17. 

    Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis

    6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings

    Av Gustavo Carneiro, Shadi Albarqouni m. fl.

    E-bok, 2017

    734 kr

    Lägg i varukorg

    This 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 …

18. 

    Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

    Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings

    Av M. Jorge Cardoso, Tal Arbel m. fl.

    Häftad, 2017

    714 kr

    Lägg i varukorg

    This 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 …

19. 

    Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

    Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings

    Av Zhi Lu, Vasileios Belagiannis m. fl.

    E-bok, 2017

    897 kr

    Lägg i varukorg

    This 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 …

20. 

    Deep Learning and Convolutional Neural Networks for Medical Image Computing

    Precision Medicine, High Performance and Large-Scale Datasets

    Av Le Lu, Yefeng Zheng m. fl.

    Häftad, 2018

    1800 kr

    Lägg i varukorg

    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 …