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3D Kidney Segmentation in MRI using Transformers

Author:Kanishka Sharma  Kywe Kywe Soe  Joao Periquito  Francesco Santini  Bashair Alhummiany  David Shelley  Andrew Brown  Jonathan Fulford  Mark Gilchrist  Angela Shore  Bixente Dilharreguy  Nicolas Grenier  Maria Gomez  Kim Gooding  Ste Sourbron  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0725  

Room Session:Power Pitch Theatre 2  

Institution:Antaros Medical AB  Lund University Diabetes Centre  The University of Sheffield  University of Basel  University of Bordeaux  University of Exeter  University of Leeds  

Accelerated Synthetic MRI with Deep Learning–Based Reconstruction for Breast Imaging

Author:Fan Yang  Yitian Xiao  Jiayu Sun  Bo Zhang  Huilou Liang  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0716  

Room Session:Power Pitch Theatre 2  

Institution:GE HealthCare MR Research  West China Hospital of Sichuan University  

Advanced Deep Learning Denoising for Accelerated 0.55T Prostate MRI

Author:Nikola Janjusevic  Mary Bruno  Yuhui Huang  Jingjia Chen  Yao Wang  Hersh Chandarana  Li Feng  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0724  

Room Session:Power Pitch Theatre 2  

Institution:New York University Grossman School of Medicine  NYU Tandon School of Engineering  

Deep Learning Based Reconstruction for Multi-shot DWI of the Breast: Comparison of Quantitative ADC and Distortion

Author:Ning Chien  Yi-Hsuan Cho  Yi-Chen Chen  Cheng-Ya Yeh  Yeun-Chung Chang  Chia-Wei Lee  Chien-Yuan Lin  Patricia Lan  Xinzeng Wang  Arnaud Guidon  Kao-Lang Liu  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0720  

Room Session:Power Pitch Theatre 2  

Institution:GE HealthCare  National Taiwan University Cancer Center and National Taiwan University College of Medicine  National Taiwan University Hospital and National Taiwan University College of Medicine  

Deep learning model based on multiparametric MRI for prediction of synchronous liver metastasis from rectal cancer: a two-center study.

Author:Jing Sun  Pu-Yeh Wu  Dechun Zheng  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0718  

Room Session:Power Pitch Theatre 2  

Institution:Clinical Oncology School of Fujian Medical University  GE Healthcare, MR Research China  

Deep learning-based super-resolution imaging for routine clinical T1- and T2-weighted breast MRI at 1.5T

Author:SHUO ZHANG  Jihun Kwon  Teresa Lemainque  Hans Peeters  Masami Yoneyama  Maike Bode  Christiane Kuhl  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0722  

Room Session:Power Pitch Theatre 2  

Institution:Philips  Philips GmbH Market DACH  Philips Japan  University Hospital RWTH Aachen  

Diffusion MRI of the Abdomen with Motion-robust Diffusion Encoding, Multi-shot Readout, and Optimized Slice-specific Shimming

Author:Aidan Tollefson  Srijyotsna Volety  Patricia Lan  Arnaud Guidon  Gaohong Wu  Daiki Tamada  Ali Pirasteh  Diego Hernando  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0711  

Room Session:Power Pitch Theatre 2  

Institution:GE HealthCare  University of Wisconsin-Madison  

Disease Classification of 129Xe Ventilation MRI using Artificial Intelligence

Author:Alexander Matheson  Abdullah Bdaiwi  Matthew Willmering  Erik Hysinger  Francis McCormack  Laura Walkup  Zackary Cleveland  Jason Woods  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0719  

Room Session:Power Pitch Theatre 2  

Institution:Cincinnati Children's Hopsital  Cincinnati Children's Hospital  University of Cincinnati  

Enhancing Liver Cyst Segmentation for ADPKD Patients Through Deep Learning Assistance

Author:Mina Chookhachizadeh Moghadam  Dominick Romano  Mohit Aspal  Xinzi He  Kurt Teichman  Zhongxiu Hu  Mert Sabuncu  Martin Prince  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0710  

Room Session:Power Pitch Theatre 2  

Institution:Cornell University  Weill Cornell Medicine  Columbia University  

Free-breathing T2 mapping of the abdomen in half the scan time using RADTSE with deep learning reconstruction

Author:Brian Toner  Simon Arberet  Eze Ahanonu  Ute Goerke  Kevin Johnson  Fei Han  Shu Zhang  Diego Martin  Vibhas Deshpande  Mariappan Nadar  Ali Bilgin  Maria Altbach  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0727  

Room Session:Power Pitch Theatre 2  

Institution:Houston Methodist Research Institute  Siemens Healthineers  University of Arizona  

Image quality assessment and longitudinal quality monitoring of clinically-applied AI-based reconstructions in MRI of rectal cancer

Author:Owen White  Joshua Shur  Francesca Castagnoli  Geoff Charles-Edwards  Brandon Whitcher  Erica Scurr  Georgina Hopkinson  Dow-Mu Koh  Jessica Winfield  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0712  

Room Session:Power Pitch Theatre 2  

Institution:The Royal Marsden NHS Foundation Trust  The Institute of Cancer Research  

Image Quality Assessment using an Orientation Recognition Network for Fetal MRI

Author:Mingxuan Liu  Haoxiang Li  Zihan Li  Hongjia Yang  Jialan Zheng  Xiao Zhang  Qiyuan Tian  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0726  

Room Session:Power Pitch Theatre 2  

Institution:Tsinghua University  

Motion-robust distortion-free breast diffusion-weighted MRI using DW-PROPELLER with deep learning reconstruction

Author:Pingni Wang  Debosmita Biswas  Lisa Wilmes  Nola Hylton  Bonnie Joe  Michael Senff  Arnaud Guidon  Patricia Lan  Xinzeng Wang  Savannah Partridge  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0721  

Room Session:Power Pitch Theatre 2  

Institution:Fred Hutchinson Cancer Center  GE HealthCare  University of California, San Francisco  University of Washington  

Multiparametric radiomics-based machine learning predicts consensus molecular subtype 4 of colorectal cancer: a multi-center study

Author:Zonglin Liu  Meng Runqi  Yiqun Sun  Li Rong  Fu Caixia  Tong Tong  Shen Dinggang  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0714  

Room Session:Power Pitch Theatre 2  

Institution:Fudan University Shanghai Cancer Center  ShanghaiTech University  Siemens Shenzhen Magnetic Resonance Ltd  

Multi-region Radiomics-based Prediction of Microvascular Invasion in Hepatocellular Carcinoma Using Multi-sequence MRI

Author:Feng Chen  Shishi Luo  Mengying Dong  Weiyuan Huang  Yuting Liao  Xiao Yu  Yongzhou Xu  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0717  

Room Session:Power Pitch Theatre 2  

Institution:Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University)  Philips Healthcare  

Predicting tumor recurrence of locally advanced rectal cancer after neoadjuvant chemoradiotherapy based on multi-task deep-learning model

Author:Zonglin Liu  Meng Runqi  Yiqun Sun  Li Rong  Fu Caixia  Tong Tong  Shen Dinggang  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0715  

Room Session:Power Pitch Theatre 2  

Institution:Fudan University Shanghai Cancer Center  ShanghaiTech University  Siemens Shenzhen Magnetic Resonance Ltd  

Radio-pathomic maps of complex histo-morphometric features trained with whole mount prostate histology differentiate prostate cancer on MPMRI

Author:Savannah Duenweg  Michael Flatley  Aleksandra Winiarz  Samuel Bobholz  Allison Lowman  Biprojit Nath  Fitzgerald Kyereme  Kenneth Iczkowski  Anjishnu Banerjee  Peter LaViolette  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0723  

Room Session:Power Pitch Theatre 2  

Institution:Medical College of Wisconsin  University of California - Davis  

Synthesized Gd-EOB-DTPA-enhanced hepatobiliary phase MR images via generative adversarial learning

Author:Kaixuan Zhao  Yan Liu  Zhigang Wu  Yongzhou Xu  Zaiyi Liu  Guangyi Wang  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0713  

Room Session:Power Pitch Theatre 2  

Institution:Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China  Department of Radiology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China  

Utilizing Synthetic MRI and Deep Learning Reconstruction of DWI to Distinguish Benign from Malignant Breast Lesions

Author:Wanjun Xia  Yong Zhang  Kaiyu Wang  Guiyong Liu  Zhenghao Cao  Jingliang Cheng  

Session Type:Power Pitch  

Session Date:Tuesday, 07 May 2024  

Session Name:Pitch: Progress in Body Applications  

Program Number:0728  

Room Session:Power Pitch Theatre 2  

Institution:GE HealthCare  The First Affiliated Hospital of Zhengzhou University