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International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention

召开年：2019
召开地：Shenzhen(CN)
出版时间：-

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1.Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes

机译：未校准照片的三维人脸重建：在遗传综合征的早期检测中的应用
- 作者：Liyun Tu;Antonio R. Porras;Araceli Morales;Daniel A. Perez;Gemma Piella;Federico Sukno;Marius George Linguraru
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Facial dysmorphology;
- 3D face reconstruction;
- 2D photography;
- Morphable model;
- Statistical shape model;
2.A Clinical Measuring Platform for Building the Bridge Across the Quantification of Pathological N-Cells in Medical Imaging for Studies of Disease

机译：临床测量平台，用于跨医学影像学中病理性N细胞定量的桥梁，用于疾病研究
- 作者：Peifang Guo
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
3.Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain

机译：人体胚胎脑解剖标志的时空统计模型
- 作者：Aoi Shinjo;Atsushi Saito;Tetsuya Takakuwa;Shigehito Yamada;Hidekata Hontani;Hiroshi Matsuzoe;Shoko Miyauchi;Kenichi Morooka;Akinobu Shimizu
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Spatiotemporal analysis;
- Statistical model;
- Landmark;
- Embryo;
4.Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis

机译：肠区域非对比CT体积分割的空间过滤器，用于急诊肠梗阻诊断
- 作者：Hirohisa Oda;Kohei Nishio;Takayuki Kitasaka;Benjamin Villard;Hizuru Amano;Kosuke Chiba;Akinari Hinoki;Hiroo Uchida;Kojiro Suzuki;Hayato Itoh;Masahiro Oda;Kensaku Mori
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Local intensity structure analysis;
- Small bowel segmentation;
- 3D intestine modeling;
5.Recovering Physiological Changes in Nasal Anatomy with Confidence Estimates

机译：用信心估计值恢复鼻部解剖结构的生理变化
- 作者：Ayushi Sinha;Xingtong Liu;Masaru Ishii;Gregory D. Hager;Russell H. Taylor
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Statistical shape models;
- Deformable registration;
- Confidence;
6.Synthesis of Medical Images Using GANs

机译：使用GAN合成医学图像
- 作者：Luise Middel;Christoph Palm;Marius Erdt
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Medical images;
- Generative adversarial networks;
- Data privacy;
7.DPANet: A Novel Network Based on Dense Pyramid Feature Extractor and Dual Correlation Analysis Attention Modules for Colon Glands Segmentation

机译：DPANet：一种基于密集金字塔特征提取器和双重相关分析注意模块的结肠腺分割新网络
- 作者：Shuting Liu;Baochang Zhang;Xi Li;Yiqing Liu;Mengying Hu;Tian Guan;Yonghong He
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Colon glands segmentation;
- Correlation analysis;
- Attention module;
- Spatial pyramid feature;
8.Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging

机译：图卷积神经网络的多实例深度学习用于超声成像诊断肾脏疾病
- 作者：Shi Yin;Qinmu Peng;Hongming Li;Zhengqiang Zhang;Xinge You;Hangfan Liu;Katherine Fischer;Susan L. Furth;Gregory E. Tasian;Yong Fan
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Automatic diagnosis;
- Ultrasound imaging;
- Graph convolutional neural networks;
- Multi-instance learning;
9.Data Augmentation from Sketch

机译：Sketch的数据扩充
- 作者：Debora Gil;Antonio Esteban-Lansaque;Sebastian Stefaniga;Mihail Gaianu;Carles Sanchez
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Data augmentation;
- cycleGANs;
- Multi-objective optimization;
10.An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis

机译：一种基于CNN的自动3D解剖地标检测方法，可促进基于表面的3D面部形状分析
- 作者：Ruobing Huang;Michael Suttie;J. Alison Noble
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- FASD;
- Landmark detection;
- 3D facial analysis;
11.A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation

机译：TOF-MRA数据分割的独立于设备的新型统计模型
- 作者：Baochang Zhang;Zonghan Wu;Shuting Liu;Shoujun Zhou;Na Li;Gang Zhao
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Cerebrovascular segmentation;
- Statistical model;
- Markov Random Field;
- Data standardization;
- Probability feature map;
12.Preface

机译：前言
- 作者：Marius Erdt;Klaus Drechsler;Marius George Linguraru;Cristina Oyarzun Laura;Raj Shekhar;Stefan Wesarg;Miguel Angel Gonzalez Ballester
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
13.Preface

机译：前言
- 作者：Tal Arbel;Christian Baumgartner;Adrian Dalca;Carole H. Sudre;Ryutaro Tanno;William M. Wells
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
14.Probabilistic Surface Reconstruction with Unknown Correspondence

机译：具有未知对应关系的概率表面重建
- 作者：Dennis Madsen;Thomas Vetter;Marcel Luethi
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Statistical Shape Model;
- Posterior estimation;
- Surface prediction;
- Surface uncertainty;
- Metropolis-Hastings;
15.Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty

机译：通过深度多类分类进行概率图像配准：表征不确定性
- 作者：Alireza Sedghi;Tina Kapur;Jie Luo;Parvin Mousavi;William M. Wells Ⅲ
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
16.Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference

机译：跨级联的医学成像任务传播不确定性，以改善深度学习推理
- 作者：Raghav Mehta;Thomas Christinck;Tanya Nair;Paul Lemaitre;Douglas Arnold;Tal Arbel
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
17.Reg R-CNN: Lesion Detection and Grading Under Noisy Labels

机译：Reg R-CNN：嘈杂标签下的病变检测和分级
- 作者：Gregor N. Ramien;Paul F. Jaeger;Simon A. A. Kohl;Klaus H. Maier-Hein
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Lesion detection;
- Malignancy grading;
- Noisy labels;
18.Fast Nonparametric Mutual-information-based Registration and Uncertainty Estimation

机译：快速的基于非参数互信息的配准和不确定度估计
- 作者：Mikael Agn;Koen Van Leemput
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
19.Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification

机译：量化深度神经网络在皮肤病变分类中的不确定性
- 作者：Pieter Van Molle;Tim Verbelen;Cedric De Boom;Bert Vankeirsbilck;Jonas De Vylder;Bart Diricx;Tom Kimpe;Pieter Simoens;Bart Dhoedt
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Deep learning;
- Uncertainty;
- Dermatology;
- Skin lesions;
20.A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data

机译：确定看不见的数据的深层神经网络的可信样本的通用方法
- 作者：Min Zhang;Kevin H. Leung;Zili Ma;Jin Wen;Gopal Avinash
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Deep neural network;
- Feature extraction;
- Outlier detection;
- Confident samples;
21.Out of Distribution Detection for Intra-operative Functional Imaging

机译：术中功能成像的失配检测
- 作者：Tim J. Adler;Leonardo Ayala;Lynton Ardizzone;Hannes G. Kenngott;Anant Vemuri;Beat P. Mueller-Stich;Carsten Rother;Ullrich Kothe;Lena Maier-Hein
- 会议名称：《International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging;International Workshop on Clinical Image-Based Procedures;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年