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Deep learning-based image quality and spatial resolution improvement in Turbo Spin Echo Diffusion Weighted Imaging for prostate

Author:Jihun Kwon  Kohei Yuda  Masami Yoneyama  Yasutomo Katsumata  Marc Cauteren  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4732  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  Philips Japan  Tokyo Metropolitan Police Hospital  

Quantitative Analysis and Scan Time Impact of DL Recon Applied to Single-Shot Diffusion of the Prostate

Author:Eugene Milshteyn  Arnaud Guidon  Mukesh Harisinghani  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4733  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Massachusetts General Hospital  

Deep learning-based high-resolution T2-weighted imaging elevated clarity of prostatic calcification and diagnostic efficacy

Author:Zan Ke  Liang Li  Zhi Wen  Weiyin Liu  Yunfei Zha  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4734  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare, MR Research China  Renmin Hospital of Wuhan University  

Conventional χ-separation compared to self calibrated method (BIOPHYSICSS-DL) with histological validation

Author:Ilyes Benslimane  Günther Grabner  Simon Hametner  Thomas Jochmann  Robert Zivadinov  Ferdinand Schweser  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4735  

Room Session:Exhibition Halls D/E  

Institution :Buffalo Neuroimaging Analysis Center  Carinthia University of Applied Sciences  Medical University of Vienna  Center for Biomedical Imaging, Clinical and Translational Science Institute at the University at Buffalo  Technische Universität Ilmenau  

Motion artifact assessment for magnetic resonance imaging using a learned combination of deep learning model predictions.

Author:Vanya Saksena  Silvia Arroyo-Camejo  Julian Hossbach  Rainer Schneider  Andreas Maier  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4736  

Room Session:Exhibition Halls D/E  

Institution :Friedrich-Alexander-University Erlangen-Nuremberg  Siemens Healthineers  

Implicit Temporal-compensated Adversarial Network for 4D-MRI Enhancement

Author:Yinghui Wang  Tian Li  Haonan Xiao  Jing Cai  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4737  

Room Session:Exhibition Halls D/E  

Institution :The Hong Kong Polytechnic University  

Deep learning tools to aid the evaluation of isthmic spondylolysis

Author:Vadim Malis  Suraj Achar  Dosik Hwang  Won Bae  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4738  

Room Session:Exhibition Halls D/E  

Institution :University of California, San Diego  Yonsei university  VA San Diego Healthcare System  

A Fat-suppression, Image-subtraction Method Using Deep Learning for the Detection of Knee Abnormalities on MRI

Author:Tsutomu Inaoka  Akihiko Wada  Tomoya Nakatsuka  Masayuki Sugeta  Akinori Yamamoto  Hisanori Tomobe  Ryousuke Sakai  Hiroyuki Nakazawa  Masaru Sonoda  Rumiko Ishikawa  Shusuke Kasuya  Hitoshi Terada  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4739  

Room Session:Exhibition Halls D/E  

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

Accelerating DCE-MRI Analysis for Prostate Cancer Diagnosis with Deep Neural Networks

Author:Kai Zhao  Haoxin Zheng  Kyunghyun Sung  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4740  

Room Session:Exhibition Halls D/E  

Institution :University of California, Los Angeles  

Distinction of True-Progression from Pseudo-progression in Glioblastomas using ML Model based on Quantitative mpMRI and Molecular Signatures

Author:Virendra Yadav  Suyash Mohan  Sumeet Agarwal  Laiz Laura Godoy  Sumei Wang  MacLean P. Nasrallah  Donald M. O’Rourke  Stephen Bagley  Harish Poptani  SANJEEV CHAWLA  Anup Singh  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4741  

Room Session:Exhibition Halls D/E  

Institution :Indian Institute of Technology  Perelman School of Medicine at The University of Pennsylvania  University of Liverpool, United Kingdom  All India Institute of Medical Sciences  

Anatomy and Image Contrast Metadata Verification using Self-supervised Pretraining

Author:Ben Duffy  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4742  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  

A neural network to estimate the hip center of rotation for a fully-automated range of motion analysis in femoroacetabular impingement.

Author:Eros Montin  Daniele Panozzo  Riccardo Lattanzi  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4743  

Room Session:Exhibition Halls D/E  

Institution :New York University Grossman School of Medicine, New York, New York, USA  New York University, New York, New York, USA  

Can machine learning resolve model degeneracy in tissue microstructure estimation?

Author:Michele Guerreri  Sean Epstein  Hojjat Azadbakht  Hui Zhang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4744  

Room Session:Exhibition Halls D/E  

Institution :AINOSTICS Ltd.  University College London  

A Deep Learning Nomogram Based on Gd-EOB-DTPA MRI for Predicting Early Recurrence in Hepatocellular Carcinoma after Hepatectomy

Author:Meng Yan  Xiao Zhang  Bin Zhang  Zhendong Qi  Xiaoyun Liang  Feng Huang  Shuixing Zhang  Xinming Li  Shutong Wang  Xianyue Quan  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4745  

Room Session:Exhibition Halls D/E  

Institution :Neusoft Medical Systems Co., Ltd  The First Affiliated Hospital of Jinan University  The first affiliated hospital of sun yat-sen university  Zhujiang Hospital of Southern Medical University  

Improving Across-Dataset Schizophrenia Classification with Structural Brain MRI Using Multi-scale Transformer

Author:Ye Tian  Junhao Zhang  Vish Rao  Jia Guo  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4746  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Using machine learning to evaluate values of six diffusion models to predict the efficacy of neoadjuvant chemotherapy for esophageal cancer

Author:Long Cui  Bingmei Bai  Chenglong Wang  Yang Song  Shengyong Li  Haijie Wang  Jinrong Qu  Guang Yang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4747  

Room Session:Exhibition Halls D/E  

Institution :Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital  East China Normal University  Siemens Healthcare  

Multi-parametric MRI Radiomics Combined with Clinical Factors to Predict the Response to Neoadjuvant Chemotherapy in Nasopharyngeal Carcinoma

Author:Zhuo Wang  Zhiqiang Chen  Xiaohua Chen  Shaoru Zhang  Yunshu Zhou  Ruodi Zhang  Shili Liu  Yuhui Xiong  Bing Chen  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4748  

Room Session:Exhibition Halls D/E  

Institution :Department of Clinical Medicine of Ningxia Medical University  GE Healthcare  General Hospital of Ningxia Medical University  the First Hospital Affiliated to Hainan Medical College  

Multi-parametric MRI-based Radiomics integrated with Clinical Features for Predicting the Ki-67 Labeling Index in Nasopharyngeal Carcinoma

Author:Zhuo Wang  Zhiqiang Chen  Xiaohua Chen  Shaoru Zhang  Shili Liu  Ruodi Zhang  Yunshu Zhou  Yuhui Xiong  Aijun Wang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4749  

Room Session:Exhibition Halls D/E  

Institution :Department of Clinical Medicine of Ningxia Medical University  GE Healthcare  General Hospital of Ningxia Medical University  the First Hospital Affiliated to Hainan Medical College  

Multi-branch deep learning model integrated with multi-modal MRI for differential diagnosis of autism spectrum disorders

Author:Xuan Yu  Meiyun Wang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4750  

Room Session:Exhibition Halls D/E  

Institution :Henan Provincial People’s Hospital & the People’s Hospital of Zhengzhou University  Institute for Integrated Medical Science and Engineering, Henan Academy of Sciences