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Transmembrane water-efflux rate measured by water exchange DCE-MRI: a sensitive and specific biomarker of Aquaporin-4 in gliomas

Non-invasive blood brain barrier integrity mapping in patients with high-grade glioma and metastasis by time-encoded arterial spin labelling

Imaging metabolism of deuterated glucose in patients with primary brain tumors

Probing Tumor Heterogeneity in Mouse Glioblastoma with Dynamic Glucose-Enhanced Deuterium Metabolic Imaging

An exploration of peritumoral glutamate and glutamine in diffuse gliomas using 7T MRSI

Hyperpolarized [1-13C] Gluconolactone Can Visualize TERT Silencing Directly or via the Upstream Transcriptional Factor GABPB1 in Glioblastoma

Author:Noriaki Minami  Donghyun Hong  Celine Taglang  Georgios Batsios  Anne Gillespie  Pavithra Viswanath  Nicholas Stevers  Joseph Costello  Sabrina Ronen  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Brain Tumors: Acquisition  

Program Number:0145  

Room Session:713A/B  

Institution :UCSF  

AMIDE PROTON TRANSFER IMAGING-ARTERIAL SPIN LABELING MISMATCH A NEW IMAGING BIOMARKER FOR PILOCYTIC ASTROCYTOMA

Improved diagnostic performance of APTw MRI to multiparametric non-contrast-enhanced MRIs in patients with post-treatment high-grade gliomas

Feasibility study of diusion weighted imaging of nasopharynx using split-echo TSE-DWI combined with MultiVane acquisition

Author:Kun Wang  Yujie Yu  Maoxue Wang  Ming Li  Xiance Zhao  Peng Wu  Kan Deng  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Brain Tumors: Acquisition  

Program Number:0149  

Room Session:713A/B  

Institution :Philips Healthcare  The Affiliated Drum Tower Hospital of Nanjing University Medical School  

Tumour virtual histology with Magnetic Resonance Elastography

Diffusion tensor imaging on a 1.5T MR-Linac and comparison to a 3T diagnostic scanner in glioma patients

The Patients Experience on Neuroimaging of Gliomas: A Cross-Sectional Survey Study

Avoiding shortcut-learning by mutual information minimization in deep learning-based MR image processing

Adaptive convolution for including a-priori information in deep learning models for quantitative susceptibility mapping

Author:Simon Graf  Nora Küchler  Walter Wohlgemuth  Andreas Deistung  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0155  

Room Session:714A/B  

Institution :University Hospital Halle (Saale)  

COLADA: Contrastive Learning for highly accelerated MR Image Reconstruction

Author:Mevan Ekanayake  Zhifeng Chen  Kamlesh Pawar  Gary Egan  Mehrtash Harandi  Zhaolin Chen  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0156  

Room Session:714A/B  

Institution :Monash University  

Reducing annotation burden in MR segmentation: A novel contrastive learning loss with multi-contrast constraints on local representations

Author:Lavanya Umapathy  Taylor Brown  Mark Greenhill  J'rick Lu  Diego Martin  Maria Altbach  Ali Bilgin  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0157  

Room Session:714A/B  

Institution :Houston Methodist Hospital  University of Arizona  

A Personalized Federated Learning Approach for Multi-Contrast MRI Translation

SwinV2-MRI: Accelerated Multi-Coil MRI Reconstruction using Shifted Window Vision Transformers

Author:Tahsin Rahman  Sergio Cabrera  Ali Bilgin  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0159  

Room Session:714A/B  

Institution :The University of Texas at El Paso  University of Arizona  

Developing a Graph Convolutional Network of Differentiable Graph Module for Multi-Modal MRI Data: An Application to Parkinson's Disease

MRFlow: Flow-based neural network for MR image harmonization

Author:Hwihun Jeong  Dong Un Kang  Jiye Kim  Jongho Lee  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0161  

Room Session:714A/B  

Institution :Seoul national university  

A transformer-based framework for liver stiffness classification using multi-modality body MRI in children and adults

MR image super-resolution via a variational diffusion model

Author:Wei Jiang  Yang Gao  Hongfu Sun  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0163  

Room Session:714A/B  

Institution :University of Queensland  

Bloch-informed neural network for multi-scanner MR Harmonization

Author:Gawon Lee  Jun-Hyeok Lee  Dong Hye Ye  Se-Hong Oh  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0164  

Room Session:714A/B  

Institution :Georgia State University  Hankuk University of Foreign Studies  

Federated Learning for Utilizing Multi-Institutional Prostate MRI with Diverse Histopathology

Author:Abhejit Rajagopal  Katya Redekop  Anil Kemisetti  Rishi Kulkarni  Steven Raman  Karthik Sarma  Kirti Magudia  Corey Arnold  Peder Larson  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0165  

Room Session:714A/B  

Institution :Duke University  UCLA  UCSF  

Federated Learning for Utilizing Multi-Institutional Prostate MRI with Diverse Histopathology

Adversarial Diffusion Probabilistic Models for Unpaired MRI Contrast Translation

Author:Muzaffer Ozbey  Onat Dalmaz  Salman Dar  Hasan Bedel  Saban Öztürk  Alper Güngör  Tolga Çukur  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0166  

Room Session:714A/B  

Institution :Bilkent University  

A Machine Learning-Based Prediction of RF Transfer Function of Active Implantable Medical Devices in Homogeneous and Heterogeneous Tissue

Author:Mingjuan Ma  Hexuan Shi  Aiping Yao  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0167  

Room Session:714A/B  

Institution :Lanzhou University  

Multi-Contrast 3D Fast Spin-Echo T2 Shuffling Reconstruction with Score-Based Deep Generative Priors

Author:Sidharth Kumar  Asad Aali  Jonathan Tamir  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0168  

Room Session:714A/B  

Institution :University of Texas at Austin  

Evaluation of Cardiac Microstructure in Patients with Severe Aortic Stenosis Using Diffusion Tensor MRI with Submillimeter Resolution

Anisotropic stiffness of ex vivo swine heart estimated by transversely isotropic nonlinear inversion MRE at 2mm isotropic voxel resolution

Myocardial T2 Mapping in Small Animals: Comparison of Balanced Spin-Lock and Malcolm-Levitt Preparations

A constrained decomposition method for myocardial perfusion quantification using hyperpolarized MRI

Myocardial oxygen extraction fraction moderately correlates with fibrosis burden in patients after heart transplant: a MR metabolism study

Non-invasive magnetic resonance imaging agent for in-vivo nitric oxide activity detection

Author:Anlan Hong  Kyle Vollett  Aaron Troy  Hai-Ling Cheng  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Advanced Physiological Characterization of the Heart  

Program Number:0176  

Room Session:715A/B  

Institution :University of Toronto  Ted Rogers Centre for Heart Research  

Quantification of abnormal metabolism in hypertrophic cardiomyopathy patients using hyperpolarized [1-13C]-pyruvate MRI

High-Resolution Right Ventricular T1, T2, and M0 Mapping Using MR Fingerprinting with a Deep Image Prior Reconstruction

Respiratory navigated free-breathing myocardial arterial spin labeling (ASL) with phase sensitive reconstruction

Quantitative Perfusion with Rate-Pressure Product Corrections in Heart Transplant Patients with Cardiac Allograft Vasculopathy

Free-breathing, Whole-heart, High-dynamic-range Quantitative Susceptibility Mapping (HDR-QSM) for Imaging Hemorrhagic Infarctions

Screening abbreviated breast MRI with ultrafast imaging: prospective study results

Author:Federico Pineda  Zhen Ren  Rabia Safi  Elle Hill  Kirti Kulkarki  Hiroyuki Abe  Gregory Karczmar  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Keeping you Abreast: Advances in Breast MRI  

Program Number:0184  

Room Session:717A/B  

Institution :University of Chicago  University of Pittsburgh  

Personalized Breast MRI Scanning Using Deep Learning

Author:Sarah Eskreis-Winkler  Arka Bhowmik  Christopher Comstock  Elizabeth Sutton  Vardan Sevilimedu  Sunitha Thakur  Katja Pinker  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Keeping you Abreast: Advances in Breast MRI  

Program Number:0185  

Room Session:717A/B  

Institution :MSK  

A panoramic view for supine breast MRI

Author:Lena Nohava  Michael Obermann  Elmar Laistler  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Keeping you Abreast: Advances in Breast MRI  

Program Number:0186  

Room Session:717A/B  

Institution :Medical University of Vienna  

A voxel-wise composition ratio of DCE-MRI time-intensity curve profiles allows for visualizing and quantifying hemodynamic heterogeneity