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3D Automatic segmentation of breast lesion in dynamic contrast enhanced MRI using deep convolutional neural network

Author:Fuliang Lin  Zhou Liu  Qinglei Zhou  Pengyu Gao  Jie Wen  Meng Wang  Ya Ren  Dehong Luo  Ye Li  Dong Liang  Xin Liu  Hairong Zheng  Na Zhang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3184  

Room Session:2  

Institution:Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College  Henan University  Paul C. Lauterbur Research Center for  

3D T1-weightedsequenceofvolumetricisotropicturbospin-echoacquisition with a deep learning constrained Compressed SENSE reconstruction

Author:Yue Ma  Linna Li  Yang Sun  Chang Zhai  Dan Tong  Yi Zhu  Ke Jiang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3183  

Room Session:2  

Institution:Philips healthcare,Beijing,China  The First Hospital of Jilin University  

Applying Continuous-Time-Random-Walk (CTRW) diffusion model based Radiomics in Predicting HER-2 Expression in Breast Invasive Ductal Cancer

Author:Siyao Du  Mengfan Wang  Shasha Liu  Xiaoqian Bian  Xinyue Chen  Liangcun Guo  Guoliang Huang  Ruimeng Zhao  Can Peng  Wenhong Jiang  Qinglei Shi  Xu Yan  Guang Yang  Lina Zhang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3180  

Room Session:2  

Institution:East China Normal University  Siemens Healthineers Ltd.  The First Affiliated Hospital of China Medical University  

Deep Learning Algorithm for Automated Liver Segmentation Using Portal Venous Phase Magnetic Resonance Images

Author:Xinjun Han  Niange Yu  Qianjiang Xiao  Mingyang Gao  Dandan Zheng  Zhenghan Yang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3179  

Room Session:2  

Institution:Beijing Friendship Hospital, Capital Medical University  Shukun (Beijing) Technology Co., Ltd  

Fast Magnetic Resonance Imaging by Deep Learning the Sparsified Complex Data

Author:Zhaoyang Jin  Qing-San Xiang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3182  

Room Session:2  

Institution:Hangzhou Dianzi University  University of British Columbia  

MRS Denoising Model: ReLSTM-Net Trained by few In vivo Measured Data

Author:Dicheng Chen  Wanqi Hu  Huiting Liu  Tianyu Qiu  Yihui huang  Liangjie Lin  Di Guo  Jianzhong Lin  Xiaobo Qu  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3185  

Room Session:2  

Institution:Philips  The Zhongshan Hospital affiliated to Xiamen University  Xiamen University  Xiamen University of Technology  

MS ornot MS: T2-weighted image (T2WI)-based radiomics findings distinguishes MS from its mimics

Author:Ting He  Yi Mao  Yao Wang  Lei Wang  Qinmei Kuang  Jie Xu  Yuqi Ji  Yujie He  Meimei Zhu  Fuqing Zhou  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3174  

Room Session:2  

Institution:The First Affiliated Hospital, Nanchang University  

Multi-class brain lesion detection: establishing a baseline for fastMRI+ dataset

Author:Lifeng Mei  Sixing Liu  Guoxiong Deng  Shaojun Liu  Yali Zheng  Mengye Lyu  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3186  

Room Session:2  

Institution:Shenzhen Technology University  Shenzhen University  

MVPA using the hyperaligned 7T-BOLD signals revealed that the initial decrease contains finer information to decode facial expressions

Author:Toshiko Tanaka  Naohiro Okamoto  Ikuhiro Kida  Masahiko Haruno  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3172  

Room Session:2  

Institution:National Institute of Information and Communications Technology  Osaka Universitiy  

Prediction of Drug Treatment Outcome among Epilepsy Children with Tuberous Sclerosis Complex based on Deep Neural Network and Multi-contrast MRI

Author:Dian Jiang  Zhanqi Hu  Cailei Zhao  Xia Zhao  Jun Yang  Yanjie Zhu  Jianxiang Liao  Dong Liang  Haifeng Wang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3178  

Room Session:2  

Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Shenzhen Children’s Hospital  University of Chinese Academy of Sciences  

Screening detection of abnormalities in knee joint MRI using deep machine learning

Author:Tsutomu Inaoka  Akihiko Wada  Rumiko Ishikawa  Tomoya Nakatsuka  Hisanori Tomobe  Masaru Sonoda  Akinori Yamamoto  Ryousuke Sakai  Hitoshi Terada  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3173  

Room Session:2  

Institution:Juntendo University  Seirei Sakura Citizen Hospital  Toho University Sakura Medical Center  

Self-supervised Liver T1rhoMapping with Physics-constrained Regularization

Author:Chaoxing Huang  Yurui QIAN  Jian Hou  Baiyan Jiang  Queenie Chan  Vincent Wong  Winnie Chu  Weitian Chen  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3177  

Room Session:2  

Institution:Philips Healthcare  The Chinese University of Hong Kong  Illuminatio Medical Technology Limited  

Synthetic-to-real domain adaptation with deep learning for fitting IVIM-DWI parameters

Author:Haoyuan Huang  Baoer Liu  Yikai Xu  Wu Zhou  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3175  

Room Session:2  

Institution:Guangzhou University of Chinese Medicine  Nanfang Hospital, Southern Medical University  

Using the Artificial Intelligence Based Compressed SENSE Technology in Acute Cerebral Infarction

Author:Cong Ning  Yue Ma  Di Yu  Dan Tong  Yi Zhu  Ke Jiang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3181  

Room Session:2  

Institution:Philips Healthcare  The First Hospital of Jilin University  

XCloud-HyperLRF: Fast Hypercomplex NMR Spectroscopy with Cloud-based Low Rank Hankel Matrix Reconstruction

Author:Di Guo  Jiaying Zhan  Zhangren Tu  Yi Guo  Yirong Zhou  Jianfan Wu  Qing Hong  Vladislav Orekhov  Xiaobo Qu  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence II  

Program Number:3176  

Room Session:2  

Institution:China Mobile Group  University of Gothenburg  Xiamen University  Xiamen University of Technology