MLMECH/CVII-STENT@MICCAI

Keyphrases

Publications

2019

Christoph Angermann, Markus Haltmeier
Random 2.5D U-net for Fully 3D Segmentation. MLMECH/CVII-STENT@MICCAI (2019)
Qiang Huo, Geyu Tang, Feng Zhang
Particle Swarm Optimization for Great Enhancement in Semi-supervised Retinal Vessel Segmentation with Generative Adversarial Networks. MLMECH/CVII-STENT@MICCAI (2019)
Jinjing Zhu, Kaifa Xin, Qingqing Zhao, Yue Zhang
A Multi-label Learning Method to Detect Arrhythmia Based on 12-Lead ECGs. MLMECH/CVII-STENT@MICCAI (2019)
Longting Chen, Guanghua Xu, Sicong Zhang, Jiachen Kuang, Long Hao
Transfer Learning for Electrocardiogram Classification Under Small Dataset. MLMECH/CVII-STENT@MICCAI (2019)
Li Chen, Gaoang Wang, Niranjan Balu, Mahmud Mossa-Basha, Xihai Zhao, Rui Li, Le He, Thomas S. Hatsukami, Jenq-Neng Hwang, Chun Yuan
Simultaneous Intracranial Artery Tracing and Segmentation from Magnetic Resonance Angiography by Joint Optimization from Multiplanar Reformation. MLMECH/CVII-STENT@MICCAI (2019)
Binhang Yuan, Wenhui Xing
Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional Neural Networks. MLMECH/CVII-STENT@MICCAI (2019)
Ramtin Gharleghi, Heidi Wright, Somesh Khullar, Jinbo Liu, Tapabrata Ray, Susann Beier
Advanced Multi-objective Design Analysis to Identify Ideal Stent Design. MLMECH/CVII-STENT@MICCAI (2019)
Karen López-Linares, Maialen Stephens, Inmaculada García, Iván Macía, Miguel Ángel González Ballester, Raúl San José Estépar
Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model. MLMECH/CVII-STENT@MICCAI (2019)
Dongya Jia, Wei Zhao, Zhenqi Li, Cong Yan, Hongmei Wang, Jing Hu, Jiansheng Fang
An Ensemble Neural Network for Multi-label Classification of Electrocardiogram. MLMECH/CVII-STENT@MICCAI (2019)
Cheng-Si Luo, Hongxiu Jiang, Quanchi Li, Nini Rao
Multi-label Classification of Abnormalities in 12-Lead ECG Using 1D CNN and LSTM. MLMECH/CVII-STENT@MICCAI (2019)
Yihe Zhang, Xiuxiu Bai, Qinhua Jin, Jing Jing, Yundai Chen, Qiang Liu, Wenhui Tang, Quanmao Lu, Yanan Mi, Rui Zhu, Yihui Cao
Tracking of Intracavitary Instrument Markers in Coronary Angiography Images. MLMECH/CVII-STENT@MICCAI (2019)
Stefano Moriconi, Rafael Rehwald, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Towards Quantifying Neurovascular Resilience. MLMECH/CVII-STENT@MICCAI (2019)
Zijian Ding, Shan Qiu, Yutong Guo, Jianping Lin, Li Sun, Dapeng Fu, Zhen Yang, Chengquan Li, Yang Yu, Long Meng, Tingting Lv, Dan Li, Ping Zhang
LabelECG: A Web-Based Tool for Distributed Electrocardiogram Annotation. MLMECH/CVII-STENT@MICCAI (2019)
Guanghong Bin, Yongyue Sun, Jiao Huang, Guangyu Bin
An Approach to Predict Multiple Cardiac Diseases. MLMECH/CVII-STENT@MICCAI (2019)
Renzo Phellan, Thomas Lindner, Michael Helle, Alexandre X. Falcão, Nils D. Forkert
The Effect of Labeling Duration and Temporal Resolution on Arterial Transit Time Estimation Accuracy in 4D ASL MRA Datasets - A Flow Phantom Study. MLMECH/CVII-STENT@MICCAI (2019)
Shengnan Liu, Denis P. Shamonin, Guillaume Zahnd, Anton F. W. van der Steen, Theo van Walsum, Gijs van Soest
Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography. MLMECH/CVII-STENT@MICCAI (2019)
Shelda Sajeev, Anthony J. Maeder, Stephanie Champion, Alline M. R. Beleigoli, Cheng Ton, Xianglong Kong, Minglei Shu
Deep Learning to Improve Heart Disease Risk Prediction. MLMECH/CVII-STENT@MICCAI (2019)
Ke Wang, Xuan Zhang, Haoxi Zhong, Ting Chen
Automatic Diagnosis with 12-Lead ECG Signals. MLMECH/CVII-STENT@MICCAI (2019)
Chunli Wang, Shan Yang, Xun Tang, Bin Li
A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN. MLMECH/CVII-STENT@MICCAI (2019)
Jinbao Dong, Shengfeng Liu, Tianfu Wang
ARVBNet: Real-Time Detection of Anatomical Structures in Fetal Ultrasound Cardiac Four-Chamber Planes. MLMECH/CVII-STENT@MICCAI (2019)
Zhourui Xia, Zhenhua Sang, Yutong Guo, Weijie Ji, Chenguang Han, Yanlin Chen, Sifan Yang, Long Meng
Automatic Multi-label Classification in 12-Lead ECGs Using Neural Networks and Characteristic Points. MLMECH/CVII-STENT@MICCAI (2019)
Yang Liu, Runnan He, Kuanquan Wang, Qince Li, Qiang Sun, Na Zhao, Henggui Zhang
Automatic Detection of ECG Abnormalities by Using an Ensemble of Deep Residual Networks with Attention. MLMECH/CVII-STENT@MICCAI (2019)
Bowen Fan, Naoki Tomii, Hiroyuki Tsukihara, Eriko Maeda, Haruo Yamauchi, Kan Nawata, Asuka Hatano, Shu Takagi, Ichiro Sakuma, Minoru Ono
Attention-Guided Decoder in Dilated Residual Network for Accurate Aortic Valve Segmentation in 3D CT Scans. MLMECH/CVII-STENT@MICCAI (2019)
Chengbin Huang, Renjie Zhao, Weiting Chen, Huazheng Li
Arrhythmia Classification with Attention-Based Res-BiLSTM-Net. MLMECH/CVII-STENT@MICCAI (2019)

volume 11794, 2019

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings MLMECH/CVII-STENT@MICCAI 11794 (2019)