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The Yale Glioma Dataset: Developing An Open Access, Annotated MRI Database

Author:Matthew Sala  Jan Lost  Niklas Tillmanns  Sara Merkaj  Marc von Reppert  Divya Ramakrishnan  Khaled Bousabarah  Anita Huttner  Sanjay Aneja  Arman Avesta  Antonio Omuro  Mariam Aboian  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4511  

Room Session:Exhibition Halls D/E  

Institution :Leipzig University  University of Düsseldorf  University of Ulm  Visage Imaging  Yale School of Medicine  

Efficient Fetal Brain Segmentation according to the Point Spread Function of MRI

Author:Yunzhi Xu  Jiaxin Li  Xue Feng  Kun Qing  Dan Wu  Li Zhao  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4512  

Room Session:Exhibition Halls D/E  

Institution :Biomedical Engineering, University of Virginia  Department of Radiation Oncology, City of Hope National Center  Zhejiang University  

Impact of Label-Set on the Performance of Deep Learning-Based Segmentation of the Prostate Gland and Zones on T2-Weighted MR Images

Author:Jakob Meglic  Mohammed R. S. Sunoqrot  Tone Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4513  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology (NTNU)  St. Olavs Hospital, Trondheim University Hospital  University of Ljubljana  

Semi-supervised segmentation for 3D medical image based on contrast learning

Author:Zhengyong Huang  Na Zhang  Dong Liang  Xin Liu  Hairong Zheng  Zhanli Hu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4514  

Room Session:Exhibition Halls D/E  

Institution :Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences  University of Chinese Academy of Sciences  

Self-Supervised Learning for Perivascular Spaces segmentation with enhanced contrast knowledge

Author:Haoyu Lan  Arthur Toga  Jeiran Choupan  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4515  

Room Session:Exhibition Halls D/E  

Institution :University of Southern California  NeuroScope Inc.  

Improved segmentation of neuromelanin region for low SNR short scan sandwichNM imaging

Author:Joonhyeok Yoon  Juhyung Park  Yoonho Nam  Chul-Ho Sohn  Junghwa Kang  Jonghyo Youn  Sooyeon Ji  Chungseok Oh  Jongho Lee  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4516  

Room Session:Exhibition Halls D/E  

Institution :Department of Biomedical Engineering, Hankuk University of Foreign Studies  Department of Electrical and Computer Engineering, Seoul National University  Institute of Radiation Medicine, Seoul National University Medical Research Center  Department of Rad  

Improved Robustness for Deep Learning-based Segmentation of Perfusion CMR Using Data Adaptive Uncertainty-guided Spatiotemporal Analysis

Author:Dilek Mirgun Yalcinkaya  Khalid Youssef  Bobak Heydari  Subha Raman  Rohan Dharmakumar  Behzad Sharif  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4517  

Room Session:Exhibition Halls D/E  

Institution :Indiana University (IU) School of Medicine  IU School of Medicine/IU Health Cardiovascular Institute  Purdue University  University of Calgary  

AI algorithms for classification of the mpMRI image sequences and segmentation of the prostate gland: an external validation study

Author:Kexin Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4518  

Room Session:Exhibition Halls D/E  

Institution :Capital Medical University  

Reduced input combination study for the Simultaneous Multi-Tissue Segmentation and Multi-Parameter Quantification Network (MSMQ-Net) of Knee

Author:Xing Lu  Yajun Ma  Jiyo Athertya  Chun-Nan Hsu  Eric Chang  Amilcare Gentili  Christine Chung  Jiang Du  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4519  

Room Session:Exhibition Halls D/E  

Institution :University of California, San Diego  Veterans Affairs San Diego Healthcare System  

Full and weak supervision networks for meniscus segmentation and multi classification based on MRI: data from the Osteoarthritis Initiative

Author:Kexin Jiang  Yuhan Xie  Zhiyong Zhang  Jiaping Hu  Shaolong Chen  Zhongping Zhang  Changzhen Qiu  Xiaodong Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4520  

Room Session:Exhibition Halls D/E  

Institution :The Third Affiliated Hospital of Southern Medical University  Philips Healthcare  Sun Yat-Sen University  

Finite element simulation of breast hyperelasticity to develop a non-rigid registration model by deep learning

Author:Fares OUADAHI  Aurélie PETER  Anaïs BERNARD  Julien ROUYER  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4521  

Room Session:Exhibition Halls D/E  

Institution :OLEA MEDICAL  

Ensemble Multi-Path U-net Segmentation Algorithm for Breast Lesion based on Multi-Modality Image

Author:Hang Yu  Zichuan Xie  lizhi xie  Zhiheng Liu  Lina Zhang  Siyao Du  Xiangjie Yin  Chenyang Li  Wenhong Jiang  Yuru Guo  Zhongqi Kang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4522  

Room Session:Exhibition Halls D/E  

Institution :Xidian University  GE Healthcare  The First Hospital of China Medical University  

Volumetric vocal tract segmentation using a deep transfer learning 3D U-Net model

Author:Subin Erattakulangara  Sarah Gerard  Karthika Kelat  Katie Burnham  Rachel Balbi  David Meyer  Sajan Lingala  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4523  

Room Session:Exhibition Halls D/E  

Institution :Shenandoah University  University of Iowa