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Simultaneous Liver and Spleen Segmentation using U-Net Transformer Model on T1-weighted and T2-weighted MRI Data

Author:Huixian Zhang  Redha Ali  Hailong Li  Wen Pan  Scott Reeder  David Harris  William Masch  Anum Alsam  Krishna Shanbhogue  Nehal Parikh  Jonathan Dillman  Lili He  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4342  

Room Session:Exhibition Halls D/E  

Institution :Cincinnati Children's Hospital  Michigan Medicine, University of Michigan  NYU Langone Health  University of Wisconsin-Madison  

A Deep Learning-based Multi-Contrast MRI Registration Model with a Realistic Flow Field and Reduced Over-Smoothing Effect

Author:Yiheng Li  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4343  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  

Spatial-Adaptive Deep Learning Model and Magnetic Resonance Fingerprinting for Segmentation and Quantitative Evaluation of Cervical Cancer

Author:Reza Kalantar  Jessica Winfield  Mihaela Rata  Gigin Lin  Susan Lalondrelle  Christina Messiou  Matthew Blackledge  Dow-Mu Koh  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4344  

Room Session:Exhibition Halls D/E  

Institution :Chang Gung Memorial Hospital at Linkou and Chang Gung University  The Institute of Cancer Research  The Royal Marsden Hospital  

ZTE segmentation of glenohumeral bone structure using deep learning

Author:Michael Carl  Kaustaub Lall  Armin Jamshidi  Eric Chang  Sheronda Statum  Anja Brau  Christine Chung  Maggie Fung  Won Bae  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4345  

Room Session:Exhibition Halls D/E  

Institution :General Electric Healthcare  University of California, San Diego  VA San Diego Healthcare System  

Novel Uunsupervised Segmentation of Bone Marrow Edema-Like Lesions using Bayesian Conditional Generative Adversarial Networks

Author:Andrew Yu  Sibaji Gaj  William Holden  Richard Lartey  Jeehun Kim  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4346  

Room Session:Exhibition Halls D/E  

Institution :Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic  Program of Advanced Musculoskeletal Imaging (PAMI), Cleveland Clinic  Cleveland Clinic  Department of Diagnostic Radiology, Imaging Institute, Cleveland Clinic  Department  

3D nnU-Net with Multi Loss Ensembles for Automated Segmentation of Intracranial Aneurysm

Author:Maysam Orouskhani  Shaojun Xia  Mahmud Mossa-Basha  Chengcheng Zhu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4347  

Room Session:Exhibition Halls D/E  

Institution :Peking University Cancer Hospitals & Institution  University of Washington  

Cerebrovascular segmentation of mouse TOF-MRA using 3D U-Net

Author:Yue Wu  Jinyuan Zhang  Zhixin Li  Yishuang Yang  Yan Zhuo  Xudong Zhao  Zihao Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4348  

Room Session:Exhibition Halls D/E  

Institution :Anhui University  Institute of Biophysics, Chinese Academy of Sciences  Hefei Comprehensive National Science Center  University of Chinese Academy of Sciences  

Automated deep learning based segmentation of abdominal adipose tissue on whole-body MRI in a population-based study of adolescents

Author:Tong Wu  Santiago Estrada  Renza Gils  Ruisheng Su  Vincent Jaddoe  Edwin Oei  Stefan Klein  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4349  

Room Session:Exhibition Halls D/E  

Institution :Erasmus MC  German Center for Neurodegenerative Diseases (DZNE)  

3D segmentation of MRI images of leg muscles using Convolutional Neural Networks

Author:Lara Schlaffke  Niklas Doliwa  Marius Markmann  Marlena Rohm  Robert Rehmann  Martijn Froeling  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4350  

Room Session:Exhibition Halls D/E  

Institution :UMC Utrecht  University Clinic Bergmannsheil Bochum gGmbH  Klinikum Dortmund, University Witten-Herdecke  

A deep learning-based liver tumor segmentation algorithm in enhanced multiphase MRI images

Author:Meng Dou  Ying Zhao  Tao Lin  Yu Yao  ailian liu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4351  

Room Session:Exhibition Halls D/E  

Institution :Chinese Academy of Sciences  First Affiliated Hospital of Dalian Medical University  University of Chinese Academy of Sciences  

A Non-linear, Tissue-specific 3D Data Generative Framework for Deep Learning Segmentation Performance Enhancement

Author:Soumya Ghose  Chitresh Bhushan  Dattesh Shanbhag  Desmond Teck Beng Yeo  Thomas Foo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4352  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  GE Research  

A novel federated learning framework for accurate and secure multi-center MS lesion segmentation

Author:Dongnan Liu  Mariano Cabezas  Dongang Wang  Zihao Tang  Geng Zhan  Kain Kyle  Linda Ly  James Yu  Chun-Chien Shieh  Ryan Sullivan  Fernando Calamante  Michael Barnett  Wanli Ouyang  Weidong Cai  Chenyu Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4353  

Room Session:Exhibition Halls D/E  

Institution :University of Sydney  Sydney Neuroimaging Analysis Centre  

Accelerated cardiac cine imaging using deep learning: impact on left ventricular function and AI segmentation model

Author:Wenyun Liu  Chinting Wong  Cheng Li  Di Yu  Yi Zhu  Ke Jiang  Huimao Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4354  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  The First Hospital of Jilin University  

Amniotic Fluid Segmentation using Convolutional Neural Networks

Author:Alejo Costanzo  Birgit Ertl-Wagner  Dafna Sussman  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4355  

Room Session:Exhibition Halls D/E  

Institution :The Hospital for Sick Children  Toronto Metropolitan University  Toronto Metropolitan University and St. Michael’s Hospital  Toronto Metropolitan University and St. Michael’s Hospital  University of Toronto  

Brain tumor segmentation using out-of-distribution feature from normal MR images

Author:Namho Jeong  Beomgu Kang  HyunWook Park  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4356  

Room Session:Exhibition Halls D/E  

Institution :Korea Advanced Institute of Science and Technology  

Breast Tumor Segmentation using U-Net with ResNet34

Author:Yunkyoung Jun  Jiwoo Jeong  Seokha Jin  Noehyun Myung  Jimin Lee  HyungJoon Cho  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4357  

Room Session:Exhibition Halls D/E  

Institution :UNIST  

Comparison of Combinations of MTR, FLAIR, and T1WCE MRI Images for Automatic Segmentation of Brain Metastases

Author:Ananya Anand  Daniel Nussey  Dafna Sussman  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4358  

Room Session:Exhibition Halls D/E  

Institution :Toronto Metropolitan University  

Cycle Inverse Consistent Deformable Medical Image Registration with Transfomer

Author:Chenghao Zhang  Mikhail Morgan  Yanting Yang  Ye Tian  Jia Guo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4359  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Deep learning Based Automatic Segmentation of Brain Magnetic Resonance angiography Images

Author:Liying An  Fanyang Meng  Kaixin Yu  Lei Zhang  Huimao Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4360  

Room Session:Exhibition Halls D/E  

Institution :Shukun (Beijing) Technology Co., Ltd  The First Hospital of Jilin University  

Deep learning-based groupwise registration for longitudinal MRI analysis in glioma

Author:Claudia Chinea Hammecher  Karin van Garderen  Marion Smits  Pieter Wesseling  Bart Westerman  Pim French  Mathilde Kouwenhoven  Roel Verhaak  Frans Vos  Esther Bron  Bo Li  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4361  

Room Session:Exhibition Halls D/E  

Institution :Amsterdam UMC / VU Medical Center  Erasmus MC  Erasmus MC Cancer Institute  The Jackson Laboratory for Genomic Medicine  Amsterdam UMC/VUmc  Delft University of Technology  Medical Delta  Princess Máxima Center for Pediatric Oncology