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International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference

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1.Preface

机译：前言
- 作者：Jens Petersen;Raul San Jose Estepar
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
2.Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images

机译：用于描绘Covid-19来自异构CT图像的划分Covid-19感染的两阶段映射分割框架
- 作者：Tong Li;Zhuochen Wang;Yanbo Chen;Lichi Zhang;Yaozong Gao;Feng Shi;Dahong Qian;Qian Wang;Dinggang Shen
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- COVID-19;
- Domain-adaption;
- Image segmentation;
3.Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN

机译：与F-CNN的非对比度非ECG门控CT扫描中的多腔心脏细分
- 作者：Rafael Moreta-Martinez;Gonzalo Vegas Sanchez-Ferrero;Lasse Andresen;Jakob Qvortrup Hoisting;Raul San Jose Estepar
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Heart segmentation;
- Deep learning;
- Active shape model;
- CT;
4.3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI

机译：3D使用多核超极化气体MRI的深度卷积神经网络的通风肺分段
- 作者：Joshua R. Astley;Alberto M. Biancardi;Paul J. C. Hughes;Laurie J. Smith;Helen Marshall;James Eaden;Jody Bray;Nicholas D. Weatherley;Guilhem J. Collier;Jim M. Wild;Bilal A. Tahir
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Functional lung imaging;
- Hyperpolarized gas MRI;
- Deep learning;
- Convolutional neural network;
- Lung segmentation;
5.Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet

机译：使用复发3D-dentunet进行肺癌肿瘤区分割
- 作者：Uday Kamal;Abdul Muntakim Rafi;Rakibul Hoque;Jonathan Wu;Kamrul Hasan
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Lung tumor;
- CT scan;
- Segmentation;
- U-Net Convolutional LSTM;
- Recurrent neural network;
6.3D Probabilistic Segmentation and Volumetry from 2D Projection Images

机译：来自2D投影图像的3D概率分割和体积
- 作者：Athanasios Vlontzos;Samuel Budd;Benjamin Hou;Daniel Rueckert;Bernhard Kainz
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
7.CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays

机译：coviddiagnosis：使用胸部X射线的Covid-19患者的深度诊断
- 作者：Kushagra Mahajan;Monika Sharma;Lovekesh Vig;Rishab Khincha;Soundarya Krishnan;Adithya Niranjan;Tirtharaj Dash;Ashwin Srinivasan;Gautam Shroff
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- COVID-19;
- X-rays;
- Coronavirus;
- CovidDiagnosis Radiomics;
8.Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification

机译：我们可以信任基于深度学习的诊断吗？域移位在胸部射线照相分类中的影响
- 作者：Eduardo H. P. Pooch;Pedro Ballester;Rodrigo C. Barros
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Deep learning;
- Domain shift;
- Chest radiographs;
9.A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis

机译：Covid-19 CT检测和分析的一个弱监督深层学习框架
- 作者：Ophir Gozes;Maayan Prid-Adar;Nimrod Sagie;Asher Kabakovitch;Dor Amran;Rula Amer;Hayit Greenspan
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Corona;
- Chest CT;
- Lung;
- COVID-19;
- AI;
- Deep learning;
10.Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection

机译：主动脉夹层患者主动脉环定位的深增强学习
- 作者：Marina Codari;Antonio Pepe;Gabriel Mistelbauer;Domenico Mastrodicasa;Shannon Walters;Martin J. Willemink;Dominik Fleischmann
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Deep reinforcement learning;
- Landmark localization;
- Aortic annulus;
11.Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation

机译：CT至碘灌注图翻译的功能 - 一致
- 作者：Pietro Nardelli;Ruben San Jose Estepar;Farbod N. Rahaghi;Raul San Jose Estepar
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- CycleGAN;
- Cycle-consistency;
- Image translation;
- Iodine perfusion map;
12.MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data

机译：使用Cleargans培训的肺动脉评估的MRI至CTA翻译，用未配对数据培训
- 作者：Maialen Stephens;Raul San Jose Estepar;Jesus Ruiz-Cabello;Ignacio Arganda-Carreras;Ivan Macia;Karen Lopez-Linares
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- CycleGAN;
- CT synthesis;
- Pulmonary hypertension;
- Segmentation;
- Convolutional neural network;
13.Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting

机译：半监督使用3D生成染色的主动脉夹层虚拟回归
- 作者：Antonio Pepe;Gabriel Mistelbauer;Christina Gsaxner;Jianning Li;Dominik Fleischmann;Dieter Schmalstieg;Jan Egger
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Inpainting;
- Aortic dissection;
- Deep learning;
- Edge reconstruction;
- Generative adversarial networks;
14.Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS

机译：注册 - 螺旋中COPD疾病暂存的不变生物力学特征
- 作者：Muhammad F. A. Chaudhary;Yue Pan;Di Wang;Sandeep Bodduluri;Surya P. Bhatt;Alejandro P. Cornelias;Eric A. Hoffman;Gary E. Christensen;Joseph M. Reinhardt
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Image registration;
- Lung biomechanics;
- Machine learning;
- COPD;
15.Deep Group-Wise Variational Diffeomorphic Image Registration

机译：深度群体 - 明智的变分变分数弥漫图像配准
- 作者：Tycho F. A. van der Ouderaa;Ivana Isgum;Wouter B. Veldhuis;Bob D. de Vos
- 会议名称：《International Workshop on Thoracic Image Analysis;Medical Image Computing and Computer-Assisted Intervention Conference》 | 2020年
- Deep learning;
- Variational;
- Diffeomorphic;
- Group-wise;
- Image registration;