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­­A deep neural network framework of few-shot learning with domain adaptation for automatic meniscus segmentation in 3D Fast Spin Echo MRI

Author:Siyue Li  Shutian Zhao  Fan Xiao  D?nal G. Cahil  Kevin Ki-Wai Ho  Michael Tim-Yin Ong  Queeie Chan  James F Griffith  Jin Hong  Weitian Chen  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3760  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  CU Lab for AI in Radiology (CLAIR), Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong  Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong  Department of Orthop  

Cardiac MR Image Segmentation in the Presence of Respiratory Motion Artifacts<

Author:Yasmina Al Khalil  Sina Amirrajab  Josien Pluim  Marcel Breeuwer  Cian Scannell  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3761  

Room Session:Exhibition Halls D/E  

Institution :Eindhoven University of Technology  Philips Healthcare  

A-Eye: Towards a large-scale MRI-based model of the complete eye

Author:Jaime Barranco  Hamza Kebiri  Óscar Esteban  Raphael Sznitman  Oliver Stachs  Sönke Langner  Benedetta Franceschiello  Meritxell Bach Cuadra  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3762  

Room Session:Exhibition Halls D/E  

Institution :ARTORG Center for Biomedical Engineering, University of Bern  CIBM Center for Biomedical Imaging  HES-SO Valais-Wallis  Lausanne University Hospital and University of Lausanne  Rostock University Medical Center  The Sense Innovation and Research Center  U  

Automatic segmentation of myocardial 3D whole-heart T1 and T2 maps using a nnU-Net.

Author:Carlos Velasco  Roman Jakubicek  Alina Hua  Anastasia Fotaki  René Botnar  Claudia Prieto  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3763  

Room Session:Exhibition Halls D/E  

Institution :Brno University of Technology  King's College London  Pontificia Universidad Católica de Chile  

Automated Segmentation of Knee Cartilage from Ultra-High Resolution 7 Tesla 3D bSSFP MRI Using Transfer Learning

Author:Luxuan Guo  Simran Kukran  Krithika Balaji  Neal Bangerter  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3764  

Room Session:Exhibition Halls D/E  

Institution :Imperial college London  

Breast Segmentation of MRI Based on U-Net and Multi-Headed Self-Attention Mechanism

Author:Hang Yu  Yuru Guo  lizhi xie  Zhiheng Liu  Zichuan Xie  Chenyang Li  Suiping Zhou  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3765  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Guangzhou institute of technology,Xidian University  School of Aerospace Science and Technology,Xidian university  

The effectiveness of the volume transfer constant (Ktrans) as an aid to regional segmentation of nasopharyngeal tumors

Author:Junhui Huang  Zhou Liu  Liyan Zou  Yingying Chen  Zhanli Hu  Dong Liang  Xin Liu  Hairong Zheng  Na Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3766  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College  Paul C. Lauterbur Research Center for Biomedical Imagin  

Complementarity-aware multi-parametric MR image feature fusion for abdominal multi-organ segmentation

Author:Cheng Li  Yousuf Osman  Weijian Huang  Zhenzhen Xue  Hua Han  Hairong Zheng  Shanshan Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3767  

Room Session:Exhibition Halls D/E  

Institution :Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application  Peng Cheng Laborat  

Extraction of the Utero-Placental and Fetal Vasculature using 2D Time-of-Flight Imaging

Author:Karthikeyan Subramanian  Pavan Jella  Feifei Qu  Tinnakorn Chaiworapongsa  Mark Haacke  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3768  

Room Session:Exhibition Halls D/E  

Institution :NICHD/NIH/DHHS  Wayne State University  

Enhancing Vessel Continuity in Deep Learning based Segmentation using Maximum Intensity Projection as Loss

Author:Soumick Chatterjee  Karthikesh Chintalapati  Chethan Radhakrishna  Sri Chandana Ram Kumar  Raviteja Sutrave  Hendrik Mattern  Oliver Speck  Andreas Nürnberger  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3769  

Room Session:Exhibition Halls D/E  

Institution :Otto von Guericke University Magdeburg  German Center for Neurodegenerative Disease  Center for Behavioral Brain Sciences  

Full spine 3D T2-weighted MRI with improved stitching for segmentation of the intrathecal space

Author:Catarina Rua  Mari Lambrechts  Mark Tanner  James Davies  Ali Ghayoor  Howard Dobson  Lino Becerra  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3770  

Room Session:Exhibition Halls D/E  

Institution :Invicro LLC, A Konica Minolta Company  

Deep learning-based auto-segmentation of neck nodal metastases on longitudinal MR images using self-distilled masked image transformer

Author:Jue Jiang  Ramesh Paudyal  Bill Diplas  James Han  Nadeem Riaz  Vaios Hatzoglou  Nancy Lee  Joseph Deasy  Amita Shukla-Dave  Harini Veeraraghavan  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3771  

Room Session:Exhibition Halls D/E  

Institution :Memorial Sloan Kettering Cancer Center  

Assessing the Impact of Upstream Reconstruction Models on Downstream Image Analysis: A Workflow-Centric Evaluation

Author:Ben Viggiano  Aashna Desai  Elka Rubin  Andrew Schmidt  Robert Boutin  Kathryn Stevens  Garry Gold  Christopher Ré  Akshay Chaudhari  Arjun Desai  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3772  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  University of California Berkeley  

Age Related Changes of Organs and Muscles Using a Deep Learning Based Whole Body Segmentation Technique Applied to a Healthy Adult Population

Author:Ahmed Gouda  Saqib Basar  Yosef Chodakiewitz  Rajpaul Attariwala  Sean London  Sam Hashemi  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3773  

Room Session:Exhibition Halls D/E  

Institution :Prenuvo  Voxelwise Imaging Technology Inc.  

An Adaptive Weighted Active Contour Segmentation Model for 3T/5T MRI from the Same Person

Author:Zhenxing Huang  Mengxiao Geng  Liyun Zheng  Yongming Dai  Na Zhang  Dong Liang  Hairong Zheng  Zhanli Hu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3774  

Room Session:Exhibition Halls D/E  

Institution :Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences  Central Reasearch Institute, United Imaging Healthcare  Shenzhen United Imaging Research Institute of Innovati  

HYBRID MULTI-LEVEL GRAPH NEURAL NETWORK FOR CARDIAC MAGNETIC RESONANCE SEGMENTATION

Author:Xiaodi Li  Peng Li  Yue Hu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3775  

Room Session:Exhibition Halls D/E  

Institution :Harbin Institute of Technology  

Deep Learning-based Prostate Lesion Segmentation and Classification Using Haralick Texture Maps on MR images

Author:Dang Bich Thuy Le  Ram Narayanan  Meredith Sadinski  Aleksandar Nacev  Srirama Venkataraman  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3776  

Room Session:Exhibition Halls D/E  

Institution :Promaxo Inc  

Lifelong collaborative learning improves the performance of complex muscle MR image segmentation tasks

Author:Francesco Santini  Jakob Wasserthal  Abramo Agosti  Xeni Deligianni  Kevin Keene  Hermien Kan  Stefan Sommer  Christoph Stuprich  Fengdan Wang  Claudia Weidensteiner  Giulia Manco  Valentina Mazzoli  Arjun Desai  Anna Pichiecchio  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3777  

Room Session:Exhibition Halls D/E  

Institution :IRCCS Mondino Foundation  Leiden University Medical Center  Peking Union Medical College  Siemens Healthineers International AG  Stanford University  University Hospital Basel  University Hospital Erlangen  University of Basel  University of Pavia  Balgri  

Deep Learning Based 3D Whole Liver and Spleen Segmentation for Quantitatively Reproducible Liver Fat and Iron Deposition Grading

Author:Ahmed Gouda  Saqib Basar  Yosef Chodakiewitz  Rajpaul Attariwala  Sean London  Sam Hashemi  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3778  

Room Session:Exhibition Halls D/E  

Institution :Prenuvo  Voxelwise Imaging Technology Inc.  

Automatic enhancing objects detection and segmentation in breast DCE-MRI

Author:Adam DESCARPENTRIES  Florence FERET  Julien ROUYER  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation II  

Program Number:3779  

Room Session:Exhibition Halls D/E  

Institution :OLEA MEDICAL