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A Deep Learning-Based Tool for Analyzing the Female Reproductive System in MR images

Author:Javad Khaghani  Saqib Basar  Yosef Chodakiewitz  Sean London  Rajpaul Attariwal  Sam Hashemi  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1467  

Room Session:Exhibition Halls D/E  

Institution :Prenuvo  Voxelwise Imaging Technology Inc.  

Deep-learning based rectal tumor segmentation on multi-parametric MRI using pre-treatment and near-end-treatment data

Author:Yang Zhang  Liming Shi  Xiaonan Sun  Min-Ying Su  Taoran Cui  Ning Yue  Ke Nie  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1468  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiation Oncology, Sir Run-run Shaw Hospital, Zhejiang University School of Medicine  Rutgers-Cancer Institute of New Jersey  University of California  

Hyperpolarized 129Xe MRI ventilation textures predict short- and long-term response to Anti-IL-5Rα Biologic Therapy in Eosinophilic Asthma

Author:Marrissa McIntosh  Maksym Sharma  Harkiran Kooner  Hana Serajeddini  Anurag Bhalla  Cory Yamashita  Grace Parraga  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1469  

Room Session:Exhibition Halls D/E  

Institution :Western University  Robarts Research Institute  

Delta-Radiomic Based on Dynamic Contrast Enhanced MRI Predicts axillary Response after neoadjuvant chemotherapy in breast cancer patients

Author:Shasha Liu  Siyao Du  Si Gao  lizhi xie  Yuee Teng  Feng Jin  Lina Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1470  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  The First Hospital of China Medical University  

Deep Learning Strategy to Quantify Whole Prostate and Zonal Volumes, Trends in Aging and Detection of Benign Prostatic Hyperplasia

Author:Javad Khaghani  Lucas Porto  Saurabh Garg  Saqib Basar  Yosef Chodakiewitz  Sean London  Rajpaul Attariwal  Sam Hashemi  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1471  

Room Session:Exhibition Halls D/E  

Institution :Prenuvo  Voxelwise Imaging Technology Inc.  

Integration of Slice-Based Diagnostic Probabilities Predicted by 2D Deep Learning Using ResNet50 to Yield Lesion-Based Diagnosis in Breast MRI

Author:Yang Zhang  Jiejie Zhou  Zhongwei Chen  You-Fan Zhao  Meihao Wang  Yan-Lin Liu  Jeon-Hor Chen  Ke Nie  Min-Ying Su  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1472  

Room Session:Exhibition Halls D/E  

Institution :First Affiliated Hospital of Wenzhou Medical University  Rutgers-Cancer Institute of New Jersey  University of California  

Deep Learning Reconstruction to Pelvis Multi-Shot DWI Improved Image Quality with Less Image Distortion: A Preliminary Study

Author:Elaine Yuen Phin Lee  Chia-Wei Li  Patricia Lan  Xinzeng Wang  Arnaud Guidon  Chien-Yuan Lin  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1473  

Room Session:Exhibition Halls D/E  

Institution :Department of Diagnostic Radiology, Queen Mary Hospital, The University of Hong Kong  GE Healthcare  

Predictive Model for Breast Lesion Assessment Using Restriction Spectrum Imaging

Author:Stephane Loubrie  Ana Rodriguez-Soto  Tyler Seibert  Michael Hahn  Vandana Dialani  Catherine Wei  Zahra Karimi  Joshua Kuperman  Anders Dale  Etta Pisano  Jingjing Zou  Rebecca Rakow-Penner  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1474  

Room Session:Exhibition Halls D/E  

Institution :Beth Israel Hospital  Commonwealth Radiology Associates  University of California, San Diego  American College of Radiology  Harvard Medical School  

Multi-task deep learning with triplet uncertainty for segmentation and microvascular invasion prediction of hepatocellular carcinoma

Author:Yanyan Xie  shangxuan Li  Baoer Liu  Yikai Xu  Wu Zhou  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1475  

Room Session:Exhibition Halls D/E  

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

Improved differentiation of BI-RADS 4 breast lesions based on ultrafast dynamic contrast-enhanced MRI radiomics and artificial neural network

Author:Lingsong Meng  Xin Zhao  Jinxia Guo  Lin Lu  Meiying Cheng  Qingna Xing  Honglei Shang  Yan Chen  Penghua Zhang  Xiaoan Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1476  

Room Session:Exhibition Halls D/E  

Institution :General Electric (GE) Healthcare, MR Research China, Beijing  The Third Affiliated Hospital of Zhengzhou University  

Assessment of Breast Cancer Molecular Subtypes with a mMRI-based Feature Fusion Radiomics Model: Mimicking Radiologists Diagnostic Approach

Author:Wanli Zhang  Fangrong Liang  Jiamin Li  Yongzhou Xu  Aaron Zhang  Xinqing Jiang  Xin Zhen  Ruimeng Yang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1477  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  School of Biomedical Engineering, Southern Medical University  The Second Affifiliated Hospital, School of Medicine, South China University of Technology  Guangzhou First People’s Hospital  

Automated Segmentation of Metastatic Lymph Nodes in FDG PET/MRI for Lymphoma Cancer Patients Using Multi-Scale Swin Transformers

Author:Anum Masood  Sølvi Knapstad  Håkon Johansen  Trine Husby  Live Eikenes  Mattijs Elschot  Pål Goa  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1478  

Room Session:Exhibition Halls D/E  

Institution :NTNU  St. Olavs Hospital, Trondheim University Hospital  

Multi-parametric radiomics of MRI for preoperative assessment of microvascular invasion and prognosis of hepatocellular carcinoma

Author:Lili Wang  Junqiang Lei  Junfeng Li  Shunlin Guo  Gang Wang  Rui Wang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1479  

Room Session:Exhibition Halls D/E  

Institution :First Clinical Medical School of Lanzhou University  First Hospital of Lanzhou University  

Non-invasively and Pre-Operatively Evaluate the Micro-Vascular Invasion with Susceptibility-Weighted Imaging based Radiomics Strategy

Author:Zhijun Geng  Yunfei Zhang  Yongming Dai  Chuanmiao Xie  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1480  

Room Session:Exhibition Halls D/E  

Institution :MR Collaboration, Central Research Institute, United Imaging Healthcare  Sun Yat-sen University Cancer Center  

Development and validation of an MRI-based radiomics nomogram for evaluation of chronic outcome in drug-induced liver injury

Author:Zhehan Shen  Ruokun Li  Fuhua Yan  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1481  

Room Session:Exhibition Halls D/E  

Institution :Ruijin Hospital Affiliated to Shanghai Jiao Tong University  

Additional value of T2 mapping and texture analysis for the improvement to MR elastography based liver fibrosis Machine Learing classification

Author:Diana Bencikova  Sarah Poetter-Lang  Marcus Raudner  Martin Krššák  Siegfried Trattnig  Ahmed Ba-Ssalamah  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1482  

Room Session:Exhibition Halls D/E  

Institution :Medical University Vienna  Christian Doppler Laboratory for Clinical Molecular Imaging  

Multiparametric MRIbased Radiomics Analysis of Endometrial Carcinoma for Preoperative Risk stratification

Author:Bai min  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1483  

Room Session:Exhibition Halls D/E  

Institution :Liaocheng People's Hospital  

Multi-parametric MRI-based Peritumoral Radiomics for Stage IIA and IIB Classification of Cervical Cancer:A Multicenter Study

Author:Jin Fang  Xiao Zhang  Xiaoyun Liang  Feng Huang  Shuixing Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1484  

Room Session:Exhibition Halls D/E  

Institution :Neusoft Medical Systems Co  The First Affiliated Hospital of Jinan University  

Automated Segmentation of Multi-Vendor Kidney Images using an Iteratively Trained Convolutional Neural Network

Author:Alexander Daniel  Eleanor Cox  Rachael Evans  Louise Wain  Christopher Brightling  Elizabeth Tunnicliffe  Stefan Neubauer  Betty Raman  Susan Francis  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1485  

Room Session:Exhibition Halls D/E  

Institution :Oxford University  University of Leicester  University of Nottingham  

Influential factors in deep learning classification of clear cell renal carcinoma cancer

Author:Junyu Guo  Keith Hulsey  Yin Xi  Ivan Pedrosa  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1486  

Room Session:Exhibition Halls D/E  

Institution :UT Southwestern Medical Center