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International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention

召开年：2017
召开地：Quebec City(CA)
出版时间：-

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1.Pooling-Free Fully Convolutional Networks with Dense Skip Connections for Semantic Segmentation, with Application to Brain Tumor Segmentation

机译：带有密集跳过连接的无池全卷积网络用于语义分割，并应用于脑肿瘤分割
- 作者：Richard McKinley;Alain Jungo;Roland Wiest;Mauricio Reyes
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
2.MARCEL (Inter-Modality Affine Registration with CorrELation Ratio): An Application for Brain Shift Correction in Ultrasound-Guided Brain Tumor Resection

机译：MARCEL（具有相关比的模态仿射配准）：超声引导下脑肿瘤切除术中脑移位校正的应用
- 作者：Nima Masoumi;Yiming Xiao;Hassan Rivaz
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
3.Deep Learning Based Multimodal Brain Tumor Diagnosis

机译：基于深度学习的多模式脑肿瘤诊断
- 作者：Yuexiang Li;Linlin Shen
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Deep learning;
- Multi-view;
- Tumor segmentation;
- Survival prediction;
4.Multimodal Brain Tumor Segmentation Using Ensemble of Forest Method

机译：使用森林方法集成的多模式脑肿瘤分割
- 作者：Ashish Phophalia;Pradipta Maji
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor segmentation;
- Ensemble method;
- Random Forest;
5.Automatic Segmentation and Overall Survival Prediction in Gliomas Using Fully Convolutional Neural Network and Texture Analysis

机译：使用全卷积神经网络和纹理分析的胶质瘤自动分割和总生存期预测
- 作者：Varghese Alex;Mohammed Safwan;Ganapathy Krishnamurthi
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Deep learning;
- Gliomas;
- MRI;
- FCNN;
- Survival prediction;
- XGBoost;
6.Dilated Convolutions for Brain Tumor Segmentation in MRI Scans

机译：MRI扫描中脑肿瘤分割的扩张卷积
- 作者：Marc Moreno Lopez;Jonathan Ventura
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Deep learning;
- Brain tumor segmentation;
- Dilated convolutions;
- Residual network;
7.Brain Tumor Segmentation Using an Adversarial Network

机译：使用对抗网络进行脑肿瘤分割
- 作者：Zeju Li;Yuanyuan Wang;Jinhua Yu
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor segmentation;
- Adversarial network;
- Deep learning;
8.Overall Survival Time Prediction for High Grade Gliomas Based on Sparse Representation Framework

机译：基于稀疏表示框架的高级胶质瘤总生存时间预测
- 作者：Guoqing Wu;Yuanyuan Wang;Jinhua Yu
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- High grade gliomas;
- Survival time prediction;
- Sparse representation;
9.Residual Encoder and Convolutional Decoder Neural Network for Glioma Segmentation

机译：胶质瘤分割的残差编码器和卷积解码器神经网络
- 作者：Kamlesh Pawar;Zhaolin Chen;N. Jon Shah;Gary Egan
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Deep learning;
- Image segmentation;
- Computer vision;
- CNN;
10.Pairwise, Ordinal Outlier Detection of Traumatic Brain Injuries

机译：成对，序贯异常值检测脑外伤
- 作者：Matt Higger;Martha Shenton;Sylvain Bouix
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
11.Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge

机译：脑肿瘤分割和放射组学生存预测：对BRATS 2017挑战的贡献
- 作者：Fabian Isensee;Philipp Kickingereder;Wolfgang Wick;Martin Bendszus;Klaus H. Maier-Hein
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- CNN;
- Brain tumor;
- Glioblastoma;
- Deep learning;
12.Multi-modal PixelNet for Brain Tumor Segmentation

机译：用于脑肿瘤分割的多模式PixelNet
- 作者：Mobarakol Islam;Hongliang Ren
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor segmentation;
- Gliomas;
- BraTS;
- Deep learning;
- Convolutional neural network;
- Pixel level segmentation;
- Hypercolumn;
13.Brain Tumor Segmentation Using Dense Fully Convolutional Neural Network

机译：使用密集全卷积神经网络进行脑肿瘤分割
- 作者：Mazhar Shaikh;Ganesh Anand;Gagan Acharya;Abhijit Amrutkar;Varghese Alex;Ganapathy Krishnamurthi
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Fully convolutional neural networks;
- Multi modal mri segmentation;
- Conditional random fields;
- Tiramisu;
14.Glioblastoma and Survival Prediction

机译：胶质母细胞瘤和生存预测
- 作者：Zeina A. Shboul;Lasitha Vidyaratne;Mahbubul Alam;Khan M. Iftekharuddin
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Glioblastoma;
- Survival prediction;
- Random forest;
15.Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation

机译：使用ROI掩模的级联V-Net用于脑肿瘤分割
- 作者：Adria Casamitjana;Marcel Cata;Irina Sanchez;Marc Combalia;Veronica Vilaplana
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
16.Brain Tumor Segmentation Using a 3D FCN with Multi-scale Loss

机译：使用具有多尺度损失的3D FCN进行脑肿瘤分割
- 作者：Andrew Jesson;Tal Arbel
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
17.Tumor Segmentation from Multimodal MRI Using Random Forest with Superpixel and Tensor Based Feature Extraction

机译：基于超像素和基于张量的特征提取的随机森林多模式MRI的肿瘤分割
- 作者：H. N. Bharath;S. Colleman;D. M. Sima;S. Van Huffel
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Superpixel;
- Multilinear singular value decomposition;
- Random forest;
- MRI;
- Tumor segmentation;
18.Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation

机译：未知数物体的骰子重叠测量：在病变分割中的应用
- 作者：Ipek Oguz;Aaron Carass;Dzung L. Pham;Snehashis Roy;Nagesh Subbana;Peter A. Calabresi;Paul A. Yushkevich;Russell T. Shinohara;Jerry L. Prince
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Segmentation;
- Evaluation;
- MS;
- Lesion;
19.Automated Segmentation of Multiple Sclerosis Lesions Using Multi-dimensional Gated Recurrent Units

机译：使用多维门控复发单元自动分割多发性硬化症
- 作者：Simon Andermatt;Simon Pezold;Philippe C. Cattin
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- MD-GRU;
- MDGRU;
- Automatic MS lesion segmentation;
20.MRI Brain Tumor Segmentation and Patient Survival Prediction Using Random Forests and Fully Convolutional Networks

机译：使用随机森林和完全卷积网络的MRI脑肿瘤分割和患者生存预测
- 作者：Mohammadreza Soltaninejad;Lei Zhang;Tryphon Lambrou;Guang Yang;Nigel Allinson;Xujiong Ye
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Fully convolutional networks;
- Random forest;
- Deep learning;
- Texton;
- MRI;
- Brain tumor segmentation;
21.Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation

机译：联合强度融合图像合成在多发性硬化病变分割中的应用
- 作者：Greg M. Fleishman;Alessandra Valcarcel;Dzung L. Pham;Snehashis Roy;Peter A. Calabresi;Paul Yushkevich;Russell T. Shinohara;Ipek Oguz
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
22.A Conditional Adversarial Network for Semantic Segmentation of Brain Tumor

机译：用于脑肿瘤语义分割的条件对抗网络
- 作者：Mina Rezaei;Konstantin Harmuth;Willi Gierke;Thomas Kellermeier;Martin Fischer;Haojin Yang;Christoph Meinel
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
23.Traumatic Brain Lesion Quantification Based on Mean Diffusivity Changes

机译：基于平均扩散率变化的颅脑外伤量化
- 作者：Christophe Maggia;Thomas Mistral;Senan Doyle;Florence Forbes;Alexandre Krainik;Damien Galanaud;Emmanuelle Schmitt;Stephane Kremer;Irene Tropres;Emmanuel L. Barbier;Jean-Francois Payen;Michel Dojat
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
24.Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation

机译：亚急性和慢性缺血性脑卒中病变MRI分割
- 作者：Senan Doyle;Florence Forbes;Assia Jaillard;Olivier Heck;Olivier Detante;Michel Dojat
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
25.Brain Tumor Segmentation in MRI Scans Using Deeply-Supervised Neural Networks

机译：使用深度监督神经网络进行MRI扫描中的脑肿瘤分割
- 作者：Reza Pourreza;Ying Zhuge;Holly Ning;Robert Miller
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- HED;
- Brain tumor;
- MRI;
- BraTS;
26.Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Neural Networks

机译：使用多分辨率神经网络在MRI上进行脑肿瘤分割和解析
- 作者：Laura Silvana Castillo;Laura Alexandra Daza;Luis Carlos Rivera;Pablo Arbelaez
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Semantic segmentation;
- Brain tumors;
- Machine learning;
- Deep learning;
- MRI;
27.MRI Augmentation via Elastic Registration for Brain Lesions Segmentation

机译：通过弹性配准的MRI增强对脑部病变进行分割
- 作者：Egor Krivov;Maxim Pisov;Mikhail Belyaev
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Image augmentation;
- CNN;
- Segmentation;
- MRI;
- BraTS;
28.3D Deep Neural Network-Based Brain Tumor Segmentation Using Multimodality Magnetic Resonance Sequences

机译：使用多模态磁共振序列的基于3D深层神经网络的脑肿瘤分割
- 作者：Yan Hu;Yong Xia
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
29.Towards Uncertainty-Assisted Brain Tumor Segmentation and Survival Prediction

机译：走向不确定性辅助的脑肿瘤分割和生存预测
- 作者：Alain Jungo;Richard McKinley;Raphael Meier;Urspeter Knecht;Luis Vera;Julian Perez-Beteta;David Molina-Garcia;Victor M. Perez-Garcia;Roland Wiest;Mauricio Reyes
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Deep learning;
- Brain tumor segmentation;
- Uncertainty estimation;
- Survival prediction;
30.WMH Segmentation Challenge: A Texture-Based Classification Approach

机译：WMH细分挑战：基于纹理的分类方法
- 作者：Mariana Bento;Roberto de Souza;Roberto Lotufo;Richard Frayne;Leticia Rittner
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- White matter hyperintensity;
- MR imaging;
- Texture features;
- Segmentation;
31.Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma

机译：脑癌影像学经济学工具包（brain-CaPTk）：胶质母细胞瘤定量分析的交互式平台
- 作者：Saima Rathore;Spyridon Bakas;Sarthak Pati;Hamed Akbari;Ratheesh Kalarot;Patmaa Sridharan;Martin Rozycki;Mark Bergman;Birkan Tunc;Ragini Verma;Michel Bilello;Christos Davatzikos
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Glioblastoma;
- Open-source software;
- Radiomics;
- Radiogenomics;
- Computational algorithms;
- Image analysis;
- Fiber tracking;
32.Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks

机译：使用级联各向异性卷积神经网络的脑肿瘤自动分割
- 作者：Guotai Wang;Wenqi Li;Sebastien Ourselin;Tom Vercauteren
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor;
- Convolutional neural network;
- Segmentation;
33.3D Brain Tumor Segmentation Through Integrating Multiple 2D FCNNs

机译：通过集成多个2D FCNN进行3D脑肿瘤分割
- 作者：Xiaomei Zhao;Yihong Wu;Guidong Song;Zhenye Li;Yazhuo Zhang;Yong Fan
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor segmentation;
- Fully Convolutional Neural Networks;
- 3D Conditional Random Fields;
- Multi-views;
34.Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks

机译：使用整体卷积网络的不平衡多类细分的广义Wasserstein骰子得分
- 作者：Lucas Fidon;Wenqi Li;Luis C. Garcia-Peraza-Herrera;Jinendra Ekanayake;Neil Kitchen;Sebastien Ourselin;Tom Vercauteren
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
35.TP CNN: Two-Phase Patch-Based Convolutional Neural Network for Automatic Brain Tumor Segmentation and Survival Prediction

机译：TP CNN：基于两阶段补丁的卷积神经网络，用于自动脑肿瘤分割和生存预测
- 作者：Fan Zhou;Tengfei Li;Heng Li;Hongtu Zhu
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Convolutional neural network;
- Patch-based;
- XGBoost;
36.Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

机译：鲁棒脑肿瘤分割的多种模型和体系结构的集合
- 作者：K. Kamnitsas;W. Bai;E. Ferrante;S. McDonagh;M. Sinclair;N. Pawlowski;M. Rajchl;M. Lee;B. Kainz;D. Rueckert;B. Glocker
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
37.Lesion Detection, Segmentation and Prediction in Multiple Sclerosis Clinical Trials

机译：多发性硬化症临床试验中的病变检测，分割和预测
- 作者：Andrew Doyle;Colm Elliott;Zahra Karimaghaloo;Nagesh Subbanna;Douglas L. Arnold;Tal Arbel
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
38.Brain Tumor Segmentation Using Deep Fully Convolutional Neural Networks

机译：使用深度完全卷积神经网络进行脑肿瘤分割
- 作者：Geena Kim
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain Tumor Segmentation;
- Fully convolutional neural networks;
- Deep convolutional neural networks;
39.White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning

机译：使用完全卷积网络和转移学习在几秒钟内完成白质高强度分割
- 作者：Yongchao Xu;Thierry Geraud;Elodie Puybareau;Isabelle Bloch;Joseph Chazalon
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- 3D brain MRI;
- Lesion segmentation;
- White matter hyperintensities;
- Mathematical morphology;
- Fully convolutional network;
40.Multimodal Brain Tumor Segmentation Using 3D Convolutional Networks

机译：使用3D卷积网络的多模式脑肿瘤分割
- 作者：R. G. Rodriguez Colmeiro;C. A. Verrastro;T. Grosges
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- 3D convolutional network;
- Deep learning;
- Medical image segmentation;
- Volumetric semantic segmentation;
41.Brain Tumor Segmentation Using a Multi-path CNN Based Method

机译：使用基于多路径CNN的方法进行脑肿瘤分割
- 作者：Sara Sedlar
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumor;
- Tumor segmentation;
- CNN segmentation;
42.Automated Brain Tumor Segmentation on Magnetic Resonance Images and Patient's Overall Survival Prediction Using Support Vector Machines

机译：使用支持向量机的磁共振图像自动脑肿瘤分割和患者的总体生存预测
- 作者：Alexander F. I. Osman
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年
- Brain tumors;
- MRI;
- Image segmentation;
- SVM;
- Glioma overall survival;
43.Preface

机译：前言
- 作者：Alessandro Crimi;Spyridon Bakas;Hugo Kuijf;Bjoern Menze;Mauricio Reyes;Heinz Handels
- 会议名称：《International workshop on brainlesion;International conference on medical imaging computing and computer-assisted intervention》 | 2018年