Browse All

Current Filters

CLEAR FILTER x

TITLE

Benchmarking Accelerated MRI: A Head-to-Head Comparison of Deep Learning Reconstruction and Super-Resolution Techniques

Author:Eric Gibbons  Zhongnan Fang  Arjun Desai  Christopher Sandino  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1873  

Room Session:Exhibition Hall:S8 & S9  

Institution:Lvis Corporation  Stanford University  Weber State University  

Cortical thickness predicts pain sensitivity in a multi-centre cohort: a machine learning approach

Author:Raviteja Kotikalapudi  Balint Kincses  Kevin Hoffschlag  Matthias Zunhammer  Tobias Schmidt-Wilcke  Zsigmond Kincses  Ulrike Bingel  Tamas Spisak  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1872  

Room Session:Exhibition Hall:S8 & S9  

Institution:Heinrich Heine University  University Hospital Essen  University of Szeged  District Hospital Mainkofen, Mainkofen  

A deep learning-based
quality control system for co-registration of prostate MR images

Author:Mohammed R. S. Sunoqrot  Kirsten M. Selnæs  Bendik S. Abrahamsen  Alexandros Patsanis  Gabriel A. Nketiah  Tone F. Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1877  

Room Session:Exhibition Hall:S8 & S9  

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

Image Quality Transfer improves the potential clinical value of low-field MRI

Author:Matteo Figini  Hongxiang Lin  Felice D'Arco  Godwin Ogbole  Maria Rossi Espagnet  Olalekan Oyinloye  Joseph Yaria  Donald Nzeh  Mojisola Atalabi  Lisa Ronan  David Carmichael  Judith Cross  Ikeoluwa Lagunju  Delmiro Fernandez-Reyes   Alexande  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1874  

Room Session:Exhibition Hall:S8 & S9  

Institution:College of Medicine, University of Ibadan  Great Ormond Street Hospital for Children  King's College London  Sapienza University  UCL Great Ormond Street Institute of Child Health  University College Hospital Ibadan  University College London  University  

Impact Of MR Intensity Normalization For Different MR Sequences In MRI Based Radiomics Studies

Author:Patrick Salome  Francesco Sforazzini  Andreas Kudak  Matthias Dostal  Nina Bougatf  Jürgen Debus  Maximilian Knoll  Amir Abdollahi  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1871  

Room Session:Exhibition Hall:S8 & S9  

Institution:German Cancer Research Center (DKFZ)  Heidelberg Ion-Beam Therapy Center (HIT)  Heidelberg University Hospital  German Cancer Consortium (DKTK) Core Center  National Center for Tumor Diseases (NCT)  

Inter-scanner harmonization of T1-weighted brain images using 3D CycleGAN

Author:Vincent Roca  Grégory Kuchcinski  Morgan Gautherot  Xavier Leclerc  Jean-Pierre Pruvo  Renaud Lopes  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1882  

Room Session:Exhibition Hall:S8 & S9  

Institution:Univ Lille, UMS 2014 – US 41 – PLBS – Plateformes Lilloises en Biologie & Santé  Univ Lille, Inserm, Lille Neuroscience & Cognition  

MR image enhancement using a multi-task neural network trained using only synthetic data

Author:Kevin Blansit  Zhehao Hu  Greg Zaharchuk  Enhao Gong  Keshav Datta  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1878  

Room Session:Exhibition Hall:S8 & S9  

Institution:Subtle Medical  

On the importance of fetal brain numerical models for domain adaptation strategies in fetal brain MRI tissue segmentation

Author:Priscille de Dumast  Hamza Kebiri  Meritxell Bach Cuadra  Hélène Lajous  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1876  

Room Session:Exhibition Hall:S8 & S9  

Institution:CIBM Center for Biomedical Imaging  Lausanne University Hospital and University of Lausanne  

Paired CycleGAN-based Cross Vendor Harmonization

Author:Joonhyeok Yoon  Sooyeon Ji  Eun-Jung Choi  Hwihun Jeong  Jongho Lee  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1881  

Room Session:Exhibition Hall:S8 & S9  

Institution:Seoul National University  

QC of image registration using a DL network trained using only synthetic images

Author:Yiheng Li  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1880  

Room Session:Exhibition Hall:S8 & S9  

Institution:Subtle Medical  

SSFD: Self-Supervised Feature Distance Outperforms Conventional MR Image Reconstruction Quality Metrics

Author:Philip Adamson  Jeffrey Dominic  Arjun Desai  Christian Bluethgen  Jeff Wood  Ali Syed  Robert Boutin  Kathryn Stevens  Daniel Spielman  Shreyas Vasanawala  John Pauly  Akshay Chaudhari  Beliz Gunel  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1870  

Room Session:Exhibition Hall:S8 & S9  

Institution:Austin Radiological Association  Stanford University  

Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions

Author:Soumick Chatterjee  Alessandro Sciarra  Max Dünnwald  Anitha Bhat Talagini Ashoka  Mayura Gurjar Cheepinahalli Vasudeva  Shudarsan Saravanan  Venkatesh Sambandham  Steffen Oeltze-Jafra  Oliver Speck  Andreas Nürnberger  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1875  

Room Session:Exhibition Hall:S8 & S9  

Institution:Medical Faculty, University Hospital  Otto von Guericke University Magdeburg  Center for Behavioral Brain Sciences  German Centre for NeurodegenerativeDiseases  Leibniz Institute for Neurobiology  

The Utility of Virtual Biopsies for Dataset Augmentation as Applied to AI-Based Detection of Tumor Infiltration in Non-Enhancing Brain Lesion

Author:Robert Wujek  Melissa Prah  Mona Al-Gizawiy  Kathleen Schmainda  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization II  

Program Number:1879  

Room Session:Exhibition Hall:S8 & S9  

Institution:Medical College of Wisconsin