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MR Contrast Imaging: Future & Impact of AI

Author:Greg Zaharchuk  

Session Type:ISMRT Educational Session  

Session Date:Saturday, 07 May 2022  

Topic:

Session Name:Artificial Intelligence in MRI Practice  

Program Number:

Room Session:ICC Capital Suite 14-16  

Institution:Stanford University  

    MR-guided high intensity focused ultrasound of extra-abdominal desmoid tumors: a retrospective study of 61 patients

    Author:Daniel Duex  Vipul Sheth  Ryan Brunsing  Kristen Ganjoo  Raffi Avedian  Rachelle Bitton  Pejman Ghanouni  

    Session Type:Digital Poster  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 27: MSK II  

    Session Name:Nerve, Spine & Tumors  

    Program Number:2893  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Stanford University  

    MR-Optical Imaging for Probing Brain Structure & Beyond

    Author:Jennifer McNab  

    Session Type:Weekday Course  

    Session Date:Tuesday, 10 May 2022  

    Topic:

    Session Name:Multimodal Imaging & Data Analysis  

    Program Number:

    Room Session:ICC Capital Suite 14-16  

    Institution:Stanford University  

    MRSaiFE: towards the real-time prediction of SAR in 3T and 7T MRRF coils- a feasibility study with 10 body models

    MSK MR Protocols

    Author:Feliks Kogan  

    Session Type:Onsite Tutorial  

    Session Date:Saturday, 07 May 2022  

    Topic:

    Session Name:MSK MRI 101: Practical Considerations for Anatomy & Techniques  

    Program Number:

    Room Session:ICC Capital Suite 7 & 12  

    Institution:Stanford University  

    Multi-Shot Diffusion-Weighted Imaging of the Breast in the Supine Position

    Multishot EPI and a Deep Learning-Based Noise Reduction Strategy for High Resolution Pancreatic DWI

    Multi-Task Accelerated MR Reconstruction Schemes for Jointly Training Multiple Contrasts

    Muscle hypertrophy in resistance training assessed with Diffusion Tensor Imaging

    Author:Valentina Mazzoli  Elka Rubin  Marco Barbieri  Andrew Schmidt  Lauren Watkins  Akshay Chaudhary  Feliks Kogan  Garry Gold  

    Session Type:Oral  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 27: MSK II  

    Session Name:Muscle  

    Program Number:0668  

    Room Session:ICC Capital Suite 10-11  

    Institution:Stanford University  

    Myelin Alterations during the Development of an Absence Seizure Mouse Model

    Myelin Water Imaging using Dimensionality Reduction

    Author:Jae Eun Song  Shreyas Vasanawala  Dong-Hyun Kim  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 17: White Matter & Nervous System  

    Session Name:White Matter & Nervous System III  

    Program Number:3362  

    Room Session:3  

    Institution:Stanford University  Yonsei University  

    Neural style transfer: Applications in cardiac MR image registration

    Author:Alper Turgut  Matthew Van Houten  Junyu Wang  Xue Feng  Michael Salerno  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 18: Cardiac  

    Session Name:Heart III  

    Program Number:4780  

    Room Session:5  

    Institution:Stanford University  University of Virginia  

    Noncontact in-bore cardiopulmonary sensing using CW doppler radar

    Author:Wonje Lee  Kanghyun Ryu  Fraser Robb  John Pauly  Shreyas Vasanawala  Greig Scott  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 32: New Systems & Devices  

    Session Name:New Systems & Devices IV  

    Program Number:5024  

    Room Session:5  

    Institution:GE Healthcare  Stanford University  

    Non-ECG-triggered, free-breathing simultaneous T1, T2, T2*, and fat-fraction quantification in the myocardium with MR Multitasking

    Non-ECG-triggered, free-breathing simultaneous T1, T2, T2*, and fat-fraction quantification in the myocardium with MR Multitasking

    A novel blockface imaging pipeline for robust correlative MR-histology of human brain specimens

    Optimized Ultrashort Echo Time – Magnetic Resonance Fingerprinting (UTE-MRF) for Myelin-Proton fraction Imaging

    Parallel Greedy Learning for Accelerating Cardiac Cine MRI

    Parameters associated with durable clinical success in a multi-center trial using MR guided focused ultrasound treat uterine leiomyomas

    PET Recon with MR Priors: Application in Ambiguously Rated Amyloid PET Scans

    PET Synthesis from Multi-Contrast MRI with Attention-Based 3D Encoder-Decoder Networks

    Phase Stabilization with Motion Compensated Gradient Waveforms for Brain Diffusion Weighted Imaging (DWI)

    Physical Properties: Strain Imaging

    Author:Daniel Ennis  

    Session Type:Weekday Course  

    Session Date:Tuesday, 10 May 2022  

    Topic:

    Session Name:Myocardial Tissue Characterization  

    Program Number:

    Room Session:S11 (Breakout B)  

    Institution:Stanford University  

      Picking the Right Tool for the Right Job: Body MRI Sequences

      Author:Ali Syed  

      Session Type:Sunrise Course  

      Session Date:Monday, 09 May 2022  

      Topic:

      Session Name:Acquisition & Analysis in Context: Body MRI Image Acquisition & Reconstruction  

      Program Number:

      Room Session:ICC Capital Suite 14-16  

      Institution:Stanford University  

        Polynomial Preconditioning for Accelerated Convergence of Proximal Algorithms including FISTA

        Author:Siddharth Iyer  Frank Ong  Kawin Setsompop  

        Session Type:Online Gather.town Pitches  

        Session Date:Monday, 09 May 2022  

        Topic:Module 14: Image Reconstruction  

        Session Name:Image Reconstruction I  

        Program Number:3483  

        Room Session:1  

        Institution:Massachusetts Institute of Technology  Stanford University  

        Predicting Perfusion Augmentation Using Deep Learning without Vasodilators

        Preliminary development of a Magnetic Resonance Fingerprinting framework for fast multiparametric low-field NMR relaxometry

        Pressure Pain Activation Revealed in Simultaneous Brain, High-Res Brainstem, and High-Res Spinal Cord fMRI.

        Author:Christine Law  Ken Weber  Sean Mackey  Gary Glover  

        Session Type:Digital Poster  

        Session Date:Tuesday, 10 May 2022  

        Topic:Module 6: Advances in Data Acquisition  

        Session Name:Acquisition Strategies II  

        Program Number:1868  

        Room Session:Exhibition Hall:S8 & S9  

        Institution:Stanford University  

        Probing Tissue Microstructure with Diffusion MRI & Tissue Clearing 3D Histology

          Promoting Your Science Using Social Media

          Author:Moss Zhao  

          Session Type:Weekday Course  

          Session Date:Thursday, 12 May 2022  

          Topic:

          Session Name:Science Policy for the MRI Radiologist & MRI Scientist  

          Program Number:

          Room Session:N11 (Breakout B)  

          Institution:Stanford University  

          Prospective correction of multi-shot diffusion imaging using motion compensation and dual-speed EPI

          Prospective Evaluation of Machine Learning Prescription of Cardiac MRI Planes in Children with Congenital Heart Disease

          Author:Cheng Hong  Naeim Bahrami  Vipul Sheth  Shreyas Vasanawala  

          Session Type:Digital Poster  

          Session Date:Tuesday, 10 May 2022  

          Topic:Module 18: Cardiac  

          Session Name:Cardiac Anatomy & Tissue Characterization V  

          Program Number:1764  

          Room Session:Exhibition Hall:S8 & S9  

          Institution:GE Healthcare  Stanford University  

          Prospective Motion Correction for a Full Neuroimaging Protocol in Elderly Subjects at 7T

          Rapid Free-breathing 3D SPirAl Respiratory and Cardiac Self-gated (SPARCS) Cine Acquisition Using an Undersampled Stack-of-Spirals

          Rapid Musculoskeletal Imaging and Machine Learning: Acquisition, Reconstruction & Analysis

          Real-World Solutions: DWI in Clinical Practice I

          Author:Ryan Brunsing  

          Session Type:Onsite Tutorial  

          Session Date:Sunday, 08 May 2022  

          Topic:

          Session Name:Champions for Change: Implementing New Techniques in Clinical Practice  

          Program Number:

          Room Session:S11 (Breakout B)  

          Institution:Stanford University  

            Real-World Solutions: DWI in Clinical Practice II

            Author:Ali Syed  

            Session Type:Onsite Tutorial  

            Session Date:Sunday, 08 May 2022  

            Topic:

            Session Name:Champions for Change: Implementing New Techniques in Clinical Practice  

            Program Number:

            Room Session:S11 (Breakout B)  

            Institution:Stanford University  

            Rectal Cancer MRI Motion Quality Assessment using a Convolutional Neural Network

            Author:Avishkar Sharma  Ke Lei  Shreyas Vasanawala  Vipul Sheth  

            Session Type:Online Gather.town Pitches  

            Session Date:Monday, 09 May 2022  

            Topic:Module 20: Cancer  

            Session Name:Cancer I  

            Program Number:3413  

            Room Session:4  

            Institution:Stanford University  

            Reducing motion artifacts on abdominal PET/MR images

            Reliable Quantification of Phosphocreatine and total Creatine during Deep Hypothermic Circulatory Arrest in Neonatal Pig Brain using LCModel

            Author:Meng Gu  Ralph Hurd  Daniel Spielman  

            Session Type:Digital Poster  

            Session Date:Thursday, 12 May 2022  

            Topic:Module 7: Spectroscopy & Hyperpolarization  

            Session Name:Spectroscopy II  

            Program Number:2611  

            Room Session:Exhibition Hall:S8 & S9  

            Institution:Stanford University  

            Repeatability and Robustness of MP-GRASP T1 Mapping

            Author:Zhitao Li  Yang Yang  Li Feng  

            Session Type:Online Gather.town Pitches  

            Session Date:Tuesday, 10 May 2022  

            Topic:Module 23: MR Contrasts  

            Session Name:MR Contrasts III  

            Program Number:4099  

            Room Session:4  

            Institution:Icahn School of Medicine at Mount Sinai  Stanford University  

            Repeatability of Cartilage T2 relaxation times measures at 3T and 7T using quantitative double-echo in steady-state

            Reproducibility of Left Ventricular CINE DENSE Strain in Pediatric Subjects with Duchenne Muscular Dystrophy

            Restored Torsion and Longitudinal Strain in ACE Inhibitor Treated Hypertension

            Retrospective Pharmacokinetic Quantification of Clinical Abdominal DCE-MRI using Deep Learning