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Curation of Training Data for Supervised Deep Learning Reconstruction of Speech Real-Time MRI

Current mood status is associated with future brain MRI readouts, but not the other way around: insights from healthy adults in the UK Biobank

Cyclic-Consistency for Improved Self-Supervised Learning of Highly Accelerated MRI Reconstruction

Author:Chi Zhang  Omer Demirel  Mehmet Akçakaya  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI/ML: Reconstructing Undersampled MR Data  

Program Number:4499  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Minnesota  

Data-consistent Retrospective Motion Correction and Co-Registration

Data-consistent super resolution for 3D whole-heart MRI using a motion-corrected deep-learning reconstruction framework

Data-Driven MRS Signal Decomposition Using Wavelet Analysis

DCE-MRI Derived Water Exchange Rate Constant in Multi-Center and Multi-Platform Assessment of Breast Cancer Therapy Response

DCE-MRI Tumor Volumetric Changes Predict Response to Neoadjuvant Immunochemotherapy in Triple Negative Breast Cancer Patients

Dealing with Gradient Nonlinearities for High-Performance Gradient Diffusion MRI - Application to the Human Connectome Project (HCP) Dataset

Author:M. Okan Irfanoglu  Ahmad Beyh  Anh Thai  Carlo Pierpaoli  Flavio Dell'Acqua  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Diffusion on Unconventional Systems  

Program Number:1272  

Room Session:Room 331-332  

Institution:KCL  NIBIB/NIH  Rutgers University  

Decreased Degree Centrality and Regional Homogeneity after Chemotherapy in Breast Cancer Patients with High -Catenin Expression

Deep learning based chemical shift artifact reduction in Zero Echo Time (ZTE) MRI

Author:Sagar Mandava  Michael Carl  Florian Wiesinger  Maggie Fung  R. Lebel  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Acquisition Strategies I  

Program Number:4428  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare MR Clinical Solutions  

Deep Learning enhanced joint reconstruction and Nyquist ghost correction in multiband diffusion imaging

Deep learning image formation for fast and high-resolution brain MRI at 0.055 tesla

Author:Vick Lau  Christopher Man  Yujiao Zhao  Linfang Xiao  Alex Leong  Ed Wu  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI/ML Image Acquisition & Reconstruction  

Program Number:4667  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Hong Kong  

A Deep Learning Model to Generate Customizable RF Pulse Shapes for Power Independent of Number of Slices Simultaneous Multi-Slice Imaging

Deep Learning Reconstructed Reduced Field-of-View Diffusion Weighted Imaging in Rectal Cancer: Comparison of Image Quality

Deep Learning Reconstruction (DLR) in Liver MRI: Comparison of Image Quality and diagnostic efficiency of LAVA sequence

Deep Learning Reconstruction algorithm for T2-weighted Turbo Spin Echo Renal MRI

Deep Learning Reconstruction-based Accelerated Rectal MRI: Image Quality, Diagnostic Performance, and Reading Efficiency Assessment

Deep learning-based automated scan planning for brain MRI

Author:Gaojie Zhu  Xiongjie Shen  Hua Guo  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1231  

Room Session:Hall 606  

Institution:Anke High-tech Co., Ltd  Center for Biomedical Imaging Research  

Deep Learning-based Disambiguation for Multiple AD Radiotracers using PET/MRI

Deep learning-based estimation of future brain atrophy using baseline MRI and PET

Author:Linh Le  Evan Fletcher  Jinyi Qi  Audrey Fan  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI Applications in Neurology  

Program Number:4709  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of California, Davis  

Deep Learning-Based High Frequency Constrained Fast Image Reconstruction for 4D Cardiac MRI

Deep Learning-based Human MRI Reconstruction and Preprocessing with Artificial Fourier Transform Network (AFT-Net)

Deep Learning-based Placental MRI Segmentation and Placental Boundary Vessel Recognition

Deep Learning-based Super-Resolution Reconstruction for Brain Diffusion-weighted MRI

Deep Learning-based Voxel-wise Estimation of Vessel Size Distribution from MR Gradient Echo Sampling of the Free Induction Decay and Spin Echo

Deep Learning-Driven Generation of Diffusion-Weighted Imaging for Acute Ischemic Stroke from Non-Contrast Computed Tomography

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

Deep-learning-based optimization of k-space undersampling in self-supervised MRI reconstruction

Delayed Cerebral Ischemia in Subarachnoid Hemorrhage

Author:Bianka Forgo  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: Special Session: 2025 Clinical Translation Unmet Needs  

Program Number:9008  

Room Session:Power Pitch Theatre 3  

Institution:Karolinska University Hospital  

Denoise of Dynamic Sodium MRI imaging at 3T using MPPCA

Denoising Arterial Spin Labeling Perfusion MRI using Deep Learning Methods

Author:Zixuan Han  Zihan Ning  Xihai Zhao  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Enhanced Processing in the Brain  

Program Number:4512  

Room Session:Exhibition Hall (Hall 403)  

Institution:Tsinghua University  

Derivation of a suitable exchange fraction expression to model diffusion-driven exchange with MR measurements.

Design of a new MRE transducer - placed between tissue and coil

Detection and Quantification of Acute Ischemic Lesions using Deep Learning-Based Super-resolution Portable Low-Field-Strength MRI

Detection Efficiency of 18F-PSMA-1007 PET/CT and Multi-parameter MRI in Prostate Cancer and Its Correlation with Pathological Grade

Determinants of 7T MRI microvascular function and link with small vessel disease burden in an ageing population

Determining the Relationship between DTI and MR Elastography Metrics in Highly Anisotropic White Matter Structures at 7T

Determining the Reproducibility and Reliability of 2D- and 4D flow MRI Mitral Valve Regurgitation Quantification Methods

Development and external validation of a combined clinical-mammographic-MRI model for differentiating benign and malignant NME breast lesions

Author:Linhua Wu  Wei Yang  Jian Li  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Fostering MRI for Breast Cancer Management  

Program Number:4595  

Room Session:Exhibition Hall (Hall 403)  

Institution:General Hospital of Ningxia Medical University  

Development of a musculoskeletal relaxometry phantom for T1, T2, and T1rho measurements