Browse All

Current Filters

CLEAR FILTER x

TITLE

3D Hybrid Deep Learning Solution for Subcortical Segmentation

Author:Aaron Cao  Vishwanatha Rao  Xinru Liu  Jia Guo  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1200  

Room Session:Power Pitch Theatre 1  

Institution:Columbia University  The Village School  Valley Christian High School  

Applying adaptive convolution to brain data – Making use of transfer learning

Author:Simon Graf  Walter Wohlgemuth  Andreas Deistung  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1205  

Room Session:Power Pitch Theatre 1  

Institution:University Hospital Halle (Saale)  Martin-Luther-University Halle-Wittenberg  

Assessing Machine Learning Robustness in MRS Quantification: Impact of Training Strategies on Out-of-Distribution Generalization

Author:Julian Merkofer  Antonia Kaiser  Anouk Schrantee  Oliver Gurney-Champion  Ruud van Sloun  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1207  

Room Session:Power Pitch Theatre 1  

Institution:Amsterdam University Medical Center  Ecole Polytechnique Fédérale de Lausanne  Eindhoven University of Technology  Cancer Center Amsterdam, Imaging and Biomarkers  University of Amsterdam  

BlindHarmony: Blind harmonization for multi-site MR image processing via unconditional flow model

Author:Hwihun Jeong  Heejoon Byun  Jongho Lee  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1203  

Room Session:Power Pitch Theatre 1  

Institution:Seoul National University  

Contrast neutralization as a strategy to achieve generalizability in MR deep learning applications

Author:Chitresh Bhushan  Vanika Singhal  Dattesh Shanbhag  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1196  

Room Session:Power Pitch Theatre 1  

Institution:GE HealthCare  GE HealthCare Research  

A deep-learning model for effective ringing artifact removal by developing a novel multi-frequency Gibbs generator algorithm

Author:Lisong Dai  Zhenzhuang Miao  Lei Lu  Yuting Ling  Hongyu Guo  Xiaoyun Liang  Qin Xu  Yuehua Li  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1197  

Room Session:Power Pitch Theatre 1  

Institution:Neusoft Medical Systems Co. Ltd.  Neusoft Medical Systems Co., Ltd  Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine  

Dynamic Contrast-Enhanced MRI Parameter Mapping for Cervical Cancer Using CycleGAN-like model with UNet-Vision Transformer

Author:Yuxi Jin  Gengjia Lin  Zhou Liu  Zixiang Chen  Zhenxing Huang  Yang Qian  Baijie Wang  Na Zhang  Hairong Zheng  Dong Liang  Dehong Luo  Zhanli Hu  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1199  

Room Session:Power Pitch Theatre 1  

Institution:Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China  National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Aca  

Efficient Analysis of Myocardial Perfusion MRI with Human-in-the-loop Dynamic Quality Control: Initial Results Using the SCMR Registry

Author:Dilek Yalcinkaya  Zhuoan Li  Khalid Youssef  Bobak Heydari  Rohan Dharmakumar  Robert Judd  Orlando Simonetti  Subha Raman  Behzad Sharif  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1206  

Room Session:Power Pitch Theatre 1  

Institution:Indiana University School of Medicine (IUSM)  Intelerad  IUSM  The Ohio State University  University of Calgary  Purdue University  

Enhanced motion artifact simulator for structural MRI with MP-RAGE sequence

Author:Tianqi Wu  Magdalena Sokolska  David Thomas  Matthew Grech-Sollars  Hui Zhang  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1210  

Room Session:Power Pitch Theatre 1  

Institution:University College London Hospitals  University College London  

Enhancing MRI Resolution with a Lightweight Network and Reverse Residual Attention Fusion

Author:Xia Li  Hui Zhang  Hao Yang  Tie-Qiang Li  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1191  

Room Session:Power Pitch Theatre 1  

Institution:China Jiliang University  Karolinska Institute  Karolinska University Hospital  

Evaluation of an MR Anatomically Guided PET Reconstruction in Characterizing Multiple Sclerosis Lesions

Author:Yujie Wang  Chunwei Ying  Matthew Brier  Xinzhou Li  David Faul  Tammie Benzinger  Hongyu An  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1194  

Room Session:Power Pitch Theatre 1  

Institution:Siemens Medical Solutions  Washington University School of Medicine  

Generic and Robust Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations

Author:Daan Kuppens  Sebastiano Barbieri  Susanne Rauh  Oliver Gurney-Champion  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1204  

Room Session:Power Pitch Theatre 1  

Institution:Amsterdam University Medical Centers location University of Amsterdam  Leiden University Medical Center  University of New South Wales Sydney  Cancer Center Amsterdam  

Graph kernel assisted robust individual and group level functional brain parcellation (GRAFP)

Author:Sovesh Mohapatra  Minhui Ouyang  Qinmu Peng  Hao Huang  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1201  

Room Session:Power Pitch Theatre 1  

Institution:Children's Hospital of Philadelphia  Huazhong University of Science and Technology  University of Pennsylvania  

Graph spectral approaches in normative modeling of brain structure

Author:Sina Mansour L.  Maria Di Biase  B.T. Thomas Yeo  Andrew Zalesky  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1208  

Room Session:Power Pitch Theatre 1  

Institution:National University of Singapore  The University of Melbourne  

Healthy-to-Patients Domain-Adaptive Deep Learning for Time-Resolved Segmentation of Left Atrium in Short-Axis Cine MRI Images

Author:Mohamed Elbayumi  Ulas Bagci  Maurice Pradella  Zachary Zilber  Philip Greenland  Mohammed Elbaz  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1202  

Room Session:Power Pitch Theatre 1  

Institution:Northwestern University  

Protocol-aware unsupervised retrospective T1 and T2 mapping with diverse imaging parameters

Author:Shihan Qiu  Yibin Xie  Anthony Christodoulou  Pascal Sati  Marcel Maya  Nancy Sicotte  Debiao Li  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1192  

Room Session:Power Pitch Theatre 1  

Institution:Cedars-Sinai Medical Center  UCLA  David Geffen School of Medicine at UCLA  

SegFormer for Precise Quantification of Lung Ventilation Defects in Hyperpolarized Gas Lung MRI

Author:Ramtin Babaeipour  Ryan Zhu  Harsh Patel  Matthew Fox  Alexei Ouriadov  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1209  

Room Session:Power Pitch Theatre 1  

Institution:The University of Western Ontario  Lawson Health Research Institute  

Synthetic CT generation using focal frequency loss improves image sharpness

Author:Veronica Ravano  Adham Elwakil  Thomas Yu  Tom Hilbert  Bénédicte Maréchal  Jonas Richiardi  Jean-Philippe Thiran  Charbel Mourad  Paul Margain  Julien Favre  Tobias Kober  Patrick Omoumi  Stefan Sommer  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1195  

Room Session:Power Pitch Theatre 1  

Institution:Ecole Polytechnique Fédérale de Lausanne  Lausanne University Hospital and University of Lausanne  Siemens Healthineers International AG  Balgrist Campus  

Toward Task-Based Reconstruction: Evaluating Relationships Between Reconstruction and Object Detection Performance

Author:Natalia Konovalova  Aniket Tolpadi  Rupsa Bhattacharjee  Johanna Luitjens  Felix Gassert  Paula Giesler  Sharmila Majumdar  Valentina Pedoia  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1193  

Room Session:Power Pitch Theatre 1  

Institution:University of California, San Francisco  University of California, Berkeley  

Unpaired Image-to-Image Translation of ULF-MRI using Vision Transformers to Advance Volumetric Analyses

Author:Peter Hsu  Elisa Marchetto  Samantha Sanger  Hersh Chandarana  Jakob Asslaender  Daniel Sodickson  Patricia Johnson  Jelle Veraart  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1198  

Room Session:Power Pitch Theatre 1  

Institution:Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine  Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School o