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Diabetic Foot Ulcers Grand Challenge: Second Challenge, DFUC 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021. Proce, Yap Moi Hoon, Cassidy Bill, Kendrick Connah


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Автор: Yap Moi Hoon, Cassidy Bill, Kendrick Connah
Название:  Diabetic Foot Ulcers Grand Challenge: Second Challenge, DFUC 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021. Proce
ISBN: 9783030949068
Издательство: Springer
Классификация:





ISBN-10: 3030949060
Обложка/Формат: Paperback
Страницы: 132
Вес: 0.20 кг.
Дата издания: 01.03.2022
Серия: Image processing, computer vision, pattern recognition, and graphics
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 47 illustrations, color; 5 illustrations, black and white; ix, 121 p. 52 illus., 47 illus. in color.
Размер: 23.39 x 15.60 x 0.71 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Second challenge, dfuc 2021, held in conjunction with miccai 2021, strasbourg, france, september 27, 2021, proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book constitutes the Second Diabetic Foot Ulcers Grand Challenge, DFUC 2021, which was held on September 27, 2021, in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021. The challenge took place virtually due to the COVID-19 pandemic. The 6 full papers included in this book were carefully reviewed and selected from 14 submissions. There is also an overview paper on the challenge and datasets and one summary paper of DFUC 2021.
Дополнительное описание: Development of Diabetic Foot Ulcer Datasets: An Overview.- DFUC2021 Challenge Papers.- Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification.- Boosting EffcientNets Ensemble Performance via Pseudo-Labels and Synthetic Images


Towards the Automatization of Cranial Implant Design in Cranioplasty: First Challenge, Autoimplant 2020, Held in Conjunction with Miccai 2020, Lima, P

Автор: Li Jianning, Egger Jan
Название: Towards the Automatization of Cranial Implant Design in Cranioplasty: First Challenge, Autoimplant 2020, Held in Conjunction with Miccai 2020, Lima, P
ISBN: 3030643263 ISBN-13(EAN): 9783030643263
Издательство: Springer
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the First Automatization of Cranial Implant Design in Cranioplasty Challenge, AutoImplant 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020.

Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021

Автор: Rekik Islem, Adeli Ehsan, Park Sang Hyun
Название: Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021
ISBN: 3030876012 ISBN-13(EAN): 9783030876012
Издательство: Springer
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Цена: 60550.00 T
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Описание: This book constitutes the proceedings of the 4th International Workshop on Predictive Intelligence in Medicine, PRIME 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in October 2021.*The 25 papers presented in this volume were carefully reviewed and selected for inclusion in this book.

Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September

Автор: Abdulkadir Ahmed, Kia Seyed Mostafa, Habes Mohamad
Название: Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September
ISBN: 3030875857 ISBN-13(EAN): 9783030875855
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book constitutes the refereed proceedings of the 4th International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2021, held on September 27, 2021, in conjunction with MICCAI 2021. The 17 papers presented in this book were carefully reviewed and selected from 27 submissions.

Simulation and Synthesis in Medical Imaging: 5th International Workshop, Sashimi 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 4, 20

Автор: Burgos Ninon, Svoboda David, Wolterink Jelmer M.
Название: Simulation and Synthesis in Medical Imaging: 5th International Workshop, Sashimi 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 4, 20
ISBN: 3030595196 ISBN-13(EAN): 9783030595197
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the refereed proceedings of the 5th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020. The 19 full papers presented were carefully reviewed and selected from 27 submissions.

Towards the Automatization of Cranial Implant Design in Cranioplasty II: Second Challenge, AutoImplant 2021, Held in Conjunction with MICCAI 2021, Str

Автор: Li Jianning, Egger Jan
Название: Towards the Automatization of Cranial Implant Design in Cranioplasty II: Second Challenge, AutoImplant 2021, Held in Conjunction with MICCAI 2021, Str
ISBN: 3030926516 ISBN-13(EAN): 9783030926519
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book constitutes the Second Automatization of Cranial Implant Design in Cranioplasty Challenge, AutoImplant 2021, which was held in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, in Strasbourg, France, in September, 2021.

Head and Neck Tumor Segmentation: First Challenge, Hecktor 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 4, 2020, Proceedings

Автор: Andrearczyk Vincent, Oreiller Valentin, Depeursinge Adrien
Название: Head and Neck Tumor Segmentation: First Challenge, Hecktor 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 4, 2020, Proceedings
ISBN: 3030671933 ISBN-13(EAN): 9783030671938
Издательство: Springer
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the First 3D Head and Neck Tumor Segmentation in PET/CT Challenge, HECKTOR 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020.

Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 202

Автор: Noble J. Alison, Aylward Stephen, Grimwood Alexander
Название: Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 202
ISBN: 3030875822 ISBN-13(EAN): 9783030875824
Издательство: Springer
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Цена: 60550.00 T
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Описание: This book constitutes the proceedings of the Second International Workshop on Advances in Simplifying Medical UltraSound, ASMUS 2021, held on September 27, 2021, in conjunction with MICCAI 2021, the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention.

Thoracic Image Analysis: Second International Workshop, Tia 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 8, 2020, Proceeding

Автор: Petersen Jens, San Josй Estйpar Raъl, Schmidt-Richberg Alexander
Название: Thoracic Image Analysis: Second International Workshop, Tia 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 8, 2020, Proceeding
ISBN: 3030624684 ISBN-13(EAN): 9783030624682
Издательство: Springer
Цена: 46570.00 T
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Описание:

Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN.- 3D Deep Convolutional Neural Network-based Ventilated Lung Segmentation using Multi-nuclear Hyperpolarized Gas MRI.- Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet.- 3D Probabilistic Segmentation and Volumetry from 2D Projection Images.- CovidDiagnosis: Deep Diagnosis of Covid-19 Patients using Chest X-rays.- Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification.- A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis.- Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection.- Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation.- MRI to CTA Translation for Pulmonary Artery Evaluation using CycleGANs Trained with Unpaired Data.- Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting.- Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS.- Deep Group-wise Variational Diffeomorphic Image Registration.



Ophthalmic Medical Image Analysis: 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021

Автор: Fu Huazhu, Garvin Mona K., Macgillivray Tom
Название: Ophthalmic Medical Image Analysis: 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021
ISBN: 3030869997 ISBN-13(EAN): 9783030869991
Издательство: Springer
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Цена: 60550.00 T
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Описание: Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation.- Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning.- Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach using High Quality iOCT 3D Scans.- Diabetic Retinopathy Detection based on Weakly Supervised Object Localization and Knowledge Driven Attribute Mining.- FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images.- CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization.- U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina.- Radial U-Net: Improving DMEK Graft Detachment Segmentation in Radial AS-OCT Scans.- Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.- Juvenile Refractive Power Prediction based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network.- Peripapillary Atrophy Segmentation with Boundary Guidance.- Are cardiovascular risk scores from genome and retinal image complementary? A deep learning investigation in a diabetic cohort.- Dual-branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images.- Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images.- Multi-Modality Images Analysis: A Baseline for Glaucoma Grading via Deep Learning.- Impact of data augmentation on retinal OCT image segmentation for diabetic macular edema analysis.- Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using Only Two Latent Variables from a Variational Autoencoder.- Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification.- Attention Guided Slit Lamp Image Quality Assessment.- Robust Retinal Vessel Segmentation from a Data Augmentation Perspective.

Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France,

Автор: Syeda-Mahmood Tanveer, Li Xiang, Madabhushi Anant
Название: Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France,
ISBN: 3030898466 ISBN-13(EAN): 9783030898465
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book constitutes the refereed joint proceedings of the 11th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2021, held in conjunction with the 24th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2021, in Strasbourg, France, in October 2021.

Simulation and Synthesis in Medical Imaging: 6th International Workshop, SASHIMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, Septe

Автор: Svoboda David, Burgos Ninon, Wolterink Jelmer M.
Название: Simulation and Synthesis in Medical Imaging: 6th International Workshop, SASHIMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, Septe
ISBN: 3030875911 ISBN-13(EAN): 9783030875916
Издательство: Springer
Рейтинг:
Цена: 51230.00 T
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Описание: This book constitutes the refereed proceedings of the 6th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in September 2021.*The 14 full papers presented were carefully reviewed and selected from 18 submissions.

Computational Diffusion MRI: 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Pr

Автор: Cetin-Karayumak Suheyla, Christiaens Daan, Figini Matteo
Название: Computational Diffusion MRI: 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Pr
ISBN: 3030876144 ISBN-13(EAN): 9783030876142
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book constitutes the proceedings of the International Workshop on Computational Diffusion MRI, CDMRI 2021, which was held on October 1, 2021, in conjunction with MICCAI 2021. The proceedings also contain a paper about the design and scope of the MICCAI Diffusion-Simulated Connectivity Challenge (DiSCo) which was held at CDMRI 2021.


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