3D Convolutional Neural Network with Contrast-enhanced MR for Microvascular invasion prediction of hepatocellular carcinoma

3D Super-resolution Prostate MRI using Generative Adversarial Networks and unpaired data

Author:Yucheng Liu  Yulin Liu  Daniel Litwiller  Rami Vanguri  Michael Liu  Richard Ha  Hiram Shaish  Sachin Jambawalikar  

Institution:Chung Yuan Christian University  Columbia University  Columbia University Medical Center  Ge Healthcare  GE Healthcare  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Artificial Intelligence in Body MRI  

Program Number:0879  

Presentation Time:14:18   

Room Number:Room 520A-F  

Computer Number:

Differentiation Idiopathic Granulomatous Mastitis and Breast Carcinoma: Value of Whole-Lesion Histogram and Texture Analysis Using Quantitative ADC Map

Fully automated registration of cross-sectional liver images using fully convolutional and affine transformation networks

Author:Kyle Hasenstab  Guilherme Cunha  Kang Wang  Brian Hurt  Alexandra Schlein  Timoteo Delgado  Ryan Brunsing  Armin Schwartzman  Kathryn Fowler  Albert Hsiao  Claude Sirlin  

Institution:Stanford University  University of california, San Diego  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Artificial Intelligence in Body MRI  

Program Number:0872  

Presentation Time:14:30   

Room Number:Room 520A-F  

Computer Number:

Investigatory usage of a framework for automated cancer annotation of pathology slides of radical prostatectomy specimens: effect on performance of a predictive model for mpMRI detection of prostate cancer.

Author:Ethan Leng  Jin Jin  Jonathan Henriksen  Joseph Koopmeiners  Stephen Schmechel  Gregory Metzger  

Institution:University of Minnesota  University of Washington  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Artificial Intelligence in Body MRI  

Program Number:0874  

Presentation Time:13:42   

Room Number:Room 520A-F  

Computer Number:

Machine Learning-based Analysis of Rectal Cancer MRI Radiomics for Prediction of Metachronous Liver Metastasis

Author:Meng Liang  Zhengting Cai  Chencui Huang  XinMing Zhao  

Institution:Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical college  Huiying Medical Technology Co., Ltd  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Artificial Intelligence in Body MRI  

Program Number:0877  

Presentation Time:14:06   

Room Number:Room 520A-F  

Computer Number:

On the prospects of deep learning for automated lung segmentation for functional lung MRI

Optimizing peritumoral features on radiomic analysis of breast cancer

Author:Jie Ding  Karl Spuhler  Mario Serrano Sosa  Chunling Liu  Chuan Huang  

Institution:Guangdong General Hospital/Guangdong Academy of Medical Sciences  Stony Brook University  Stony Brook Medicine  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Artificial Intelligence in Body MRI  

Program Number:0873  

Presentation Time:14:54   

Room Number:Room 520A-F  

Computer Number:

Super-resolution convolutional neural networks applied to functional lung MRI at 1.5T