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International Workshop on Predictive Intelligence In MEdicine;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.Generative Adversarial Irregularity Detection in Mammography Images

机译：乳腺X射线摄影图像中的生成对抗性不规则检测
- 作者：Milad Ahmadi;Mohammad Sabokrou;Mahmood Fathy;Reza Berangi;Ehsan Adeli
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
2.Hierarchical Adversarial Connectomic Domain Alignment for Target Brain Graph Prediction and Classification from a Source Graph

机译：目标脑图从源图的预测和分类的分层对抗性联结域对齐方式
- 作者：Alaa Bessadok;Mohamed Ali Mahjoub;Islem Rekik
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
3.Predicting High-Resolution Brain Networks Using Hierarchically Embedded and Aligned Multi-resolution Neighborhoods

机译：使用分层嵌入和对齐的多分辨率邻域预测高分辨率脑网络
- 作者：Kuebra Cengiz;Islem Rekik
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
4.Catheter Synthesis in X-Ray Fluoroscopy with Generative Adversarial Networks

机译：生成对抗网络的X射线荧光检查中的导管合成
- 作者：Ihsan Ullah;Philip Chikontwe;Sang Hyun Park
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Adversarial learning;
- Catheter robot;
- Convolutional neural networks;
- Image translation;
- Image synthesis;
5.Prediction of Clinical Scores for Subjective Cognitive Decline and Mild Cognitive Impairment

机译：主观认知下降和轻度认知障碍的临床评分预测
- 作者：Aojie Li;Ling Yue;Manhua Liu;Shifu Xiao
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Subjective cognitive decline;
- Clinical score prediction;
- Magnetic resonance image;
- Random forest;
6.Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning

机译：通过分级明智的深度多项式集合学习诊断遗传队列患者的帕金森氏病
- 作者：Haijun Lei;Hancong Li;Ahmed Elazab;Xuegang Song;Zhongwei Huang;Baiying Lei
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Parkinson's disease;
- Genetic cohort;
- Hierarchical stacked deep polynomial network;
- Stage-wise learning;
- Ensemble learning;
7.Automatic Detection of Bowel Disease with Residual Networks

机译：用残差网络自动检测肠病
- 作者：Robert Holland;Uday Patel;Phillip Lung;Elisa Chotzoglou;Bernhard Kainz
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
8.Support Vector Based Autoregressive Mixed Models of Longitudinal Brain Changes and Corresponding Genetics in Alzheimer's Disease

机译：基于支持向量的阿尔茨海默氏病纵向脑部变化和相关遗传学的自回归混合模型
- 作者：Qifan Yang;Sophia I. Thomopoulos;Linda Ding;Wesley Surento;Paul M. Thompson;Neda JahanshadAlzheimers Disease Neuroimaging Initiative
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Longitudinal mixed model;
- Alzheimer's Disease;
- Support vector machine;
9.Treatment Response Prediction of Hepatocellular Carcinoma Patients from Abdominal CT Images with Deep Convolutional Neural Networks

机译：深度卷积神经网络从腹部CT图像预测肝细胞癌的治疗反应
- 作者：Hansang Lee;Helen Hong;Jinsil Seong;Jin Sung Kim;Junmo Kim
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Computed tomography;
- Hepatocellular carcinoma;
- Prediction model;
- Treatment response;
- Deep learning;
10.Preface

机译：前言
- 作者：Islem Rekik;Ehsan Adeli;Sang Hyun Park
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
11.TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data

机译：TADPOLE挑战：通过众包预测未来数据准确预测阿尔茨海默氏病
- 作者：Razvan V. Marinescu;Neil P. Oxtoby;Alexandra L. Young;Esther E. Bron;Arthur W. Toga;Michael W. Weiner;Frederik Barkhof;Nick C. Fox;Polina Golland;Stefan Klein;Daniel C. Alexander
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Alzheimer's disease;
- Future prediction;
- Community challenge;
12.Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study

机译：腹部超声间断呼吸运动建模的可行性研究
- 作者：Alina Giger;Christoph Jud;Damien Nguyen;Miriam Krieger;Ye Zhang;Antony J. Lomax;Oliver Bieri;Rares Salomir;Philippe C. Cattin
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Motion prediction;
- Ultrasound;
- 4D MRI;
- Radiotherapy;
13.Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI

机译：基于自适应神经模糊推理系统的混沌群体智能混合模型从静止状态功能磁共振成像识别轻度认知障碍
- 作者：Ahmed M. Anter;Zhiguo Zhang
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- rs-fMRI;
- MCI;
- Optimization;
- Swarm intelligence;
- ANFS;
- Chaos theory;
14.Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening

机译：通过融合双向注意力堆叠的长期学习进行深度学习，用于强迫症诊断和风险筛查
- 作者：Chiyu Feng;Lili Jin;Chuangyong Xu;Peng Yang;Tianfu Wang;Baiying Lei;Ziwen Peng
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Obsessive-compulsive disorder diagnosis;
- Risk screening;
- Attention;
- LSTM;
- Fusion;
15.Modeling Disease Progression in Retinal OCTs with Longitudinal Self-supervised Learning

机译：纵向自我监督学习在视网膜OCT中模拟疾病进展
- 作者：Antoine Rivail;Ursula Schmidt-Erfurth;Wolf-Dieter Vogel;Sebastian M. Waldstein;Sophie Riedl;Christoph Grechenig;Zhichao Wu;Hrvoje Bogunovic
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
16.Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI

机译：使用预处理功能磁共振成像预测抗抑郁药安非他酮的反应
- 作者：Kevin P. Nguyen;Cherise Chin Fatt;Alex Treacher;Cooper Mellema;Madhukar H. Trivedi;Albert Montillo
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Depression;
- Treatment response;
- fMRI;
- Neuroimaging;
- Deep learning;
- Neural architecture search;
17.Progressive Infant Brain Connectivity Evolution Prediction from Neonatal MRI Using Bidirectionally Supervised Sample Selection

机译：使用双向监督样本选择从新生儿MRI进行渐进式婴儿脑连通性进化预测
- 作者：Olfa Ghribi;Gang Li;Weili Lin;Dinggang Shen;Islem Rekik
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
18.Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model

机译：基于非比例风险模型的基于层析成像的深度生存回归分析用于转移性结直肠癌的研究
- 作者：Alexander Katzmann;Alexander Muehlberg;Michael Suehling;Dominik Noerenberg;Stefan Maurus;Julian Walter Holch;Volker Heinemann;Horst-Michael Groß
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年
- Survival analysis;
- Deep learning;
- Computed tomography;
- Colorectal cancer;
19.7 Years of Developing Seed Techniques for Alzheimer's Disease Diagnosis Using Brain Image and Connectivity Data Largely Bypassed Prediction for Prognosis

机译：使用脑图像和连接数据的7年开发用于阿尔茨海默氏病诊断的种子技术的研究大大超过了对预后的预测
- 作者：Mayssa Soussia;Mem Rekik
- 会议名称：《International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention》 | 2019年