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Applying Radiomics and Convolutional Neural Network Analysis to distinguish Lymph Node Invasion in Prostate Cancer using Multi-parametric MRI

Author:Yang Song  Ying Hou  Min-xiong Zhou  Xu Yan  Ye-feng Yao  Yu-dong Zhang  Guang Yang  

Institution:East China Normal Univeristy  Shanghai University of Medicine & Health Sciences  Siemens Healthcare  the First Affiliated Hospital with Nanjing Medical University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2391  

Room Live Q&A Session:

Artificial Intelligence Analysis on Prostate DCE-MRI to Distinguish Prostate Cancer and Benign Prostatic Hyperplasia

Author:Yang Zhang  Weikang Li  Zhao Zhang  Yingnan Xue  Peter Chang  Daniel Chow  Min-Ying Su  Qiong Ye  

Institution:The First Affiliated Hospital of Wenzhou Medical University  University of California, Irvine  Hefei Institutes of Physical Science, Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2394  

Room Live Q&A Session:

Augmented ensemble learning is effective strategy for imbalanced small dataset: improve differentiation of low from high grade prostate cancer

Author:Yuta Akamine  Yoshiko Ueno  Keitaro Sofue  Takamichi Murakami  Yu Ueda  Ahsan Budrul  Masami Yoneyama  Makoto Obara  Marc Van Cauteren  

Institution:Kobe University Graduate School of Medicine  Philips Healthcare  Philips Japan  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2390  

Room Live Q&A Session:

Characterization of the Metabolomic Signature of Prostate Cancer by Mass Spectrometry and Magnetic Resonance Spectroscopy of Urine

Author:Leo Cheng  Andrew Gusev  Alex Buko  Takushi Oga  Adam Feldman  

Institution:Human Metabolome Technologies  MGH/Harvard  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2398  

Room Live Q&A Session:

Differential diagnosis of prostate cancer and benign prostatic hyperplasia using texture features based on multiple high b-values DWI

Author:Jingjun Wu  Ailian Liu  Jiazheng Wang  Zhiwei Shen  Lihua Chen  Qingwei Song  Renwang Pu  Bingbing Gao  

Institution:The First Affiliated Hospital of Dalian Medical University  Philips Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2397  

Room Live Q&A Session:

Evaluation of convolution strategies for 3D-CNN for MR Prostate segmentation

Author:Yanlu Wang  Patrick Masaba  Fredrik Strand  Fredrik Järderling  

Institution:Karolinska Institute  Karolinska University Hospital  Capio S:t Göran Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2399  

Room Live Q&A Session:

High Resolution Prostate T2-weighted MRI with Deep Learning and without an Endorectal Coil

Author:Xinzeng Wang  Jong Bum Son  Priya Bhosale  Aliya Qayyum  Juan Ibarra-Rovira  Ken-Ping Hwang  Jason Stafford  Mark Pagel  Marc Lebel  Ersin Bayram  Jingfei Ma  Janio Szklaruk  

Institution:GE Healthcare  MD Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2395  

Room Live Q&A Session:

Improving the repeatability of radiomic analysis of the prostate through deep normalization of T2w MRI inputs

Author:Stephanie Alley  Andrey Fedorov  Cynthia Menard  Samuel Kadoury  

Institution:Brigham and Women’s Hospital  Centre Hospitalier de l’Université de Montréal  Polytechnique Montréal  Harvard Medical School  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2388  

Room Live Q&A Session:

Learning how to adapt T2 PROPELLER MR prostate imaging: going beyond PIRADS requirements with MR Deep Learning reconstruction

Author:Julie Poujol  Charline Henry  Vincent Barrau  François Legou  Eric Pessis  Xinzeng Wang  Daniel Litwiller  

Institution:Centre Cardiologique du Nord  GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2389  

Room Live Q&A Session:

Post processing decisions, independent of institution and fit, influence the perceived diagnostic utility of prostate cancer diffusion maps

Author:Sean McGarry  John Bukowy  Kenneth Iczkowski  Allison Lowman  Anjishnu Banerjee  Kenneth Jacobsohn  Petar Duvnjak  Michael Griffin  Dariya Malyarenko  Tom Chenevert  Yuan Li  DaeKeun You  Yue Cao  Andrey Fedorov  Laura Bell  Chad Quarles  

Institution:Barrow Neurological Institute  Brigham and Womens Hospital  Icahn School of Medicine at Mount Sinai  Johns Hopkins University  Medical College of Wisconsin  Memorial Sloan Kettering Cancer Center  University of Michigan  University of Texas  University of  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2400  

Room Live Q&A Session:

Prostate MRI Image Quality Control using Deep Learning

Author:Jing Zhang  Yang Song  Ying Hou  Yu-dong Zhang  Xu Yan  Yefeng Yao  Guang Yang  

Institution:Department of Physics, East China Normal University  Siemens Healthcare  The First Affiliated Hospital with Nanjing Medical University,  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2392  

Room Live Q&A Session:

Prostate Tumor Characterization using Texture Analysis of Diffusion MRI

Author:Dharmesh Singh  Virendra Kumar  Chandan Das  Anup Singh  Amit Mehndiratta  

Institution:All India Institute of Medical Sciences Delhi  Indian Institute of Technology (IIT) Delhi  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2393  

Room Live Q&A Session:

Radiomics based on multiparametric magnetic resonance imaging to predict extraprostatic extension of prostate cancer

Author:Lili Xu  Gumuyang Zhang  Lun Zhao  Li Mao  Xiuli Li  Weigang Yan  Yu Xiao  Jing Lei  Zhengyu Jin  Hao Sun  

Institution:Deepwise AI Lab  Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2396  

Room Live Q&A Session:

The repeatability of deep learning-based segmentation of the prostate on T2-weighted MR images

Author:Mohammed R. S. Sunoqrot  Sandra Kucharczak  Magdalena Grajek  Kirsten Selnæs  Tone Bathen  Mattijs Elschot  

Institution:Adam Mickiewicz University  NTNU, Norwegian University of Science and Technolog  St. Olavs Hospital, Trondheim University Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2387  

Room Live Q&A Session: