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Deep Learning for the Ovarian Lesion Localization and Discrimination Between Borderline Tumors and Cancers in MR Imaging

Early Detection of Type 2 Diabetes Mellitus with Mild Cognitive Impairment based on Multiple Advanced Diffusion Models: DKI, MAP-MRI and NODDI

Incorporating UDM into Deep Learning for better PI-RADS v2 Assessment from Multi-parametric MRI

Author:Ruiqi Yu  Ying Hou  Yang Song  Yu-dong Zhang  Guang Yang  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Prostate  

Session Name:Prostate  

Program Number:0818  

Room Session:Concurrent 5  

Institution:East China Normal University  the First Affiliated Hospital with Nanjing Medical University  

PIC-GAN: A Parallel Imaging Coupled Generative Adversarial Network for Accelerated Multi-Channel MRI Reconstruction

A pipeline combining deep learning and radiomics to automatically identify chronic lateral ankle instability from FS-PD MRI

A Prior-Knowledge Embedded Convolutional Neural Network for Extracapsular Extension of the Prostate Cancer at Multi-Parametric MRI

Radiomics based classification of breast mass with a multiparametric MRI protocol with DCE-MRI, T2, and DWI

Author:Jing Zhang  Chenao Zhan  Tao Ai  Xu Yan  Guang Yang  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Breast: What's New  

Session Name:Breast: What's New  

Program Number:0059  

Room Session:Concurrent 7  

Institution:Department of Radiology,Tongji Hospital  MR Scientific Marketing  Shanghai key lab of magnetic resonance  

Texture-Based Deep Learning for Prostate Cancer Classification with Multiparametric MRI