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GRAPPA-Accelerated Flyback EPI with Controlled Aliasing for Hyperpolarized Pyruvate

Author:Enya Hachem  Sung-Han Li  Mai Huynh  Junjie Ma  Jae Mo Park  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Hyperpolarized 13C MR  

Program Number:4339  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  UT Dallas  UT Southwestern Medical Center  

Improving temporal resolution in dynamic hyperpolarized 13C spiral chemical shift imaging using low rank plus local sparse reconstruction

Author:Minjie Zhu  Dirk Mayer  Aditya Jhajharia  Joshua Rogers  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Hyperpolarized 13C MR  

Program Number:4340  

Room Session:Exhibition Halls D/E  

Institution :University of Maryland, Baltimore  

Simultaneous Liver and Spleen Segmentation using U-Net Transformer Model on T1-weighted and T2-weighted MRI Data

A Deep Learning-based Multi-Contrast MRI Registration Model with a Realistic Flow Field and Reduced Over-Smoothing Effect

Author:Yiheng Li  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4343  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  

Spatial-Adaptive Deep Learning Model and Magnetic Resonance Fingerprinting for Segmentation and Quantitative Evaluation of Cervical Cancer

ZTE segmentation of glenohumeral bone structure using deep learning

3D nnU-Net with Multi Loss Ensembles for Automated Segmentation of Intracranial Aneurysm

Automated deep learning based segmentation of abdominal adipose tissue on whole-body MRI in a population-based study of adolescents

3D segmentation of MRI images of leg muscles using Convolutional Neural Networks

A deep learning-based liver tumor segmentation algorithm in enhanced multiphase MRI images

A Non-linear, Tissue-specific 3D Data Generative Framework for Deep Learning Segmentation Performance Enhancement

Author:Soumya Ghose  Chitresh Bhushan  Dattesh Shanbhag  Desmond Teck Beng Yeo  Thomas Foo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4352  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  GE Research  

A novel federated learning framework for accurate and secure multi-center MS lesion segmentation

Accelerated cardiac cine imaging using deep learning: impact on left ventricular function and AI segmentation model

Brain tumor segmentation using out-of-distribution feature from normal MR images

Breast Tumor Segmentation using U-Net with ResNet34

Author:Yunkyoung Jun  Jiwoo Jeong  Seokha Jin  Noehyun Myung  Jimin Lee  HyungJoon Cho  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4357  

Room Session:Exhibition Halls D/E  

Institution :UNIST  

Comparison of Combinations of MTR, FLAIR, and T1WCE MRI Images for Automatic Segmentation of Brain Metastases

Author:Ananya Anand  Daniel Nussey  Dafna Sussman  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4358  

Room Session:Exhibition Halls D/E  

Institution :Toronto Metropolitan University  

Cycle Inverse Consistent Deformable Medical Image Registration with Transfomer

Author:Chenghao Zhang  Mikhail Morgan  Yanting Yang  Ye Tian  Jia Guo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4359  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Deep learning Based Automatic Segmentation of Brain Magnetic Resonance angiography Images

A single-sided NMR approach to study structural differences of the articular cartilage tissue

Author:Carlo Golini  Claudia Testa  Anastasiia Nagmutdinova  Villiam Bortolotti  Leonardo Brizi  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Imaging of the Articular Cartilage  

Program Number:4362  

Room Session:Exhibition Halls D/E  

Institution :University of Bologna  

An application of parallel imaging and deep-learning reconstructed T2 mapping in nasal cartilage

T2 Relaxation Time Decreases in Regions of Loaded Contact in Superficial and Deep Layers of Articular Cartilage

Comparing the effect of body weight, BMI and physical activity intensity on calcified and uncalcified cartilage using quantitative UTE MRI

Deep-learning based fast spin echo magnetic resonance imaging improved clarity of nasal cartilage

Automated Principal Component Analysis of cartilage thickness, T2 times and bone shape as interpretable model for osteoarthritis progression

Relaxation Anisotropy Mapping of Articular Cartilage at 3 T

Orientation-independent T2 relaxation parameters and biomechanics of healthy and degenerated human articular cartilage

Improved identification of cartilage lesion in chondromalacia patellae (CMP) with 7.0 T MRI compared with 3.0T MRI: a preliminary study

T2 and T1rho mapping of equine metacarpophalangeal joint cartilage

Evaluating the relationship of proximal femoral bone shape asymmetry with cartilage health and biomechanics in patients with hip OA

Evaluation of the effect on quantitative ultrashort echo time (UTE) biomarkers with cartilage dehydration and rehydration

Increased accuracy in relaxometry estimates through statistical determination of the noise floor

Author:Laurel Hales  Ananya Goyal  Feliks Kogan  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Imaging of the Articular Cartilage  

Program Number:4376  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  

Quantitative MRI T2mapping in the knee joint using deep learning-based reconstruction for Compressed sensing

RADIOMICS FEATURES OF INFRAPATELLAR FAT PAD ASSOCIATED WITH POST-TRAUMATIC OSTEOARTHRITIS AT 10+ YEARS AFTER ACL RECONSTRUCTION

Quantitative 3D Assessment of Meniscus in Patients with Posterior Root Tears and Healthy Controls Using T2* Mapping at 7T

Isotropic 3D MRI determined labral tear extent correlates with hyaline cartilage loss in hip dysplasia patients

Dephased bSSFP for the Delineation of Interventional Devices

Passive Device Tracking for interventional MRI with Ferric Ion Chelated Natural Melanin Nanoparticles

Author:Engin Baysoy  Gizem Kaleli-Can  Alpay Özcan  Chunlei Liu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Device & Multimodal I  

Program Number:4384  

Room Session:Exhibition Halls D/E  

Institution :Bogaziçi University  Izmir Demokrasi University  UC Berkeley  

Simulation of the Electric Transfer Function of Partially Inserted Guidewires

Advanced RF antenna arrangements to improve the efficacy of Thermal Magnetic Resonance of Glioblastoma Multiforme at 7.0T, 9.4Tand 10.5T

High permittivity material for catheter tracking in interventional imaging

Author:Yunkun Zhao  Xiaoliang Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Device & Multimodal I  

Program Number:4388  

Room Session:Exhibition Halls D/E  

Institution :State University of New York at Buffalo