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A deep learning based approach to generate synthetic CT images from multi-modal MRI data

Deep Learning Based Automated Brain Segmentation from Computed Tomography Scans

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 based de-noising and segmentation of Real-Time 3D Kinematic Imaging of the knee for modeling patellofemoral bone kinematics

Author:Laurel Hales  Anthony Gatti  Akshay Chaudhari  Feliks Kogan  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Bones, Bones, Bones  

Program Number:1523  

Room Session:Exhibition Hall (Hall 403)  

Institution:Stanford University  

Deep Learning based Phase Correction with Noise and Artifacts Removal for MERGE

Author:Daming Shen  Xinzeng Wang  Patricia Lan  Wei Sun  

Session Type:Digital Poster  

Session Date:Wednesday, 08 May 2024  

Session Name:New Trajectories, Spatial Encoding & Signal Preparation Schemes  

Program Number:3295  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare  

Deep learning based reconstruction 3D ZTE-MRI for calcium deposit using computed tomography as reference

A deep learning based super-resolution technique for MR image reconstruction in BLADE sequence

Author:Hang Pan  Nan Lan  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2745  

Room Session:Exhibition Hall (Hall 403)  

Institution:Siemens Shenzhen Magnetic Resonance Ltd.  

Deep learning constrained compressed sensing reconstruction for diffusion-weighted imaging in patients with breast cancers: a plot study

Deep learning enhanced DWI MUSE at 0.5T

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

Deep Learning for Predicting Prostate Cancer with Gray-Zone Prostate-Specific Antigen Levels to Reduce Unnecessary Biopsies

Deep Learning Framework for Quantifying High-Resolution MRSI Data of the Human Brain at 7T

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  

Deep learning imaging-based reconstruction improved the image quality of synthetic high b-value DWI for prostate lesion detecting

A Deep Learning model for segmentation of the core components mediating the Papez circuit in brain 7T-MRI

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

A Deep Learning Prediction Model for Deep Brain Stimulation Optimization by fMRI

Deep learning radiomics nomograms predict IDH genotype in glioma patients: a multicenter study

Author:Darui Li  Jing Zhang  Kai Ai  Wanjun Hu  Guangyao Liu  Laiyang Ma  Tiejun Gan  

Session Type:Digital Poster  

Session Date:Wednesday, 08 May 2024  

Session Name:AI in Brain Tumor Prediction  

Program Number:3781  

Room Session:Exhibition Hall (Hall 403)  

Institution:lanzhou university second hospital  Philips Healthcare  

Deep learning reconstructed 3D zero echo time MRI for lung imaging: a preliminary study

Deep learning reconstructed fast non-Gaussian DWI for predicting microsatellite instability in esophagogastric junction adenocarcinoma

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 for Turbo Spin Echo Imaging to Accelerate Ankle MRI: A Multi-Reader Study

Deep Learning Reconstruction with Different Undersampling Strategies for T1 Mapping with Magnetization-Prepared GRE

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

Deep learning segmentation of I-125 brachytherapy seeds in prostate cancer patients based on synthetically generated multi-echo training data

Deep Learning with Spatio-Channel Regularization for Accelerated Cardiac Cine

Deep Learning-Assisted Joint Estimation for 3D Retrospective Motion Correction: An In-Vivo Validation

Deep learning-based acceleration of compressed SENSE brain ASL MRI using 3D Cartesian TSE with improved spatial resolution

Author:Yiming Wang  Yajing Zhang  Zhongping Zhang  Wengu Su  Zhongchang Ren  Yan Zhao  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2819  

Room Session:Exhibition Hall (Hall 403)  

Institution:Philips Healthcare  

Deep Learning-Based Automated Kidney and Cortex Segmentation from Non-contrast T1-weighted Images

Deep Learning-based Automatic Segmentation and Fusion Radiomics-based Prediction of Response to Neoadjuvant Chemotherapy for Osteosarcoma

Author:Fei Zheng  Ping Yin  Yujian Wang  Wenhan Hao  Qi Hao  Nan Hong  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:MSK Diagnosis & Treatment  

Program Number:1685  

Room Session:Exhibition Hall (Hall 403)  

Institution:Peking University people’ hospital  

Deep learning-based comprehensive multi-sequence liver lesion segmentation for accurate tumor burden assessment

Author:Xiaolan Zhang  Botong Wu  Chao Zheng  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI-Empowered Image Segmentation  

Program Number:2102  

Room Session:Exhibition Hall (Hall 403)  

Institution:Shukun Technology Co.,Ltd  

Deep Learning-based Distortion Correction of Diffusion-weighted Imaging

Author:Kuan Zhang  Myung-Ho In  Norbert Campeau  Bradley Erickson  Yunhong Shu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2742  

Room Session:Exhibition Hall (Hall 403)  

Institution:Mayo Clinic  

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 MRI denoising enhances the reliability of whole-brain volumetric analysis

Deep Learning-Based Multistep Deformable Medical Image Registration for Multimodal Minimal-Invasive Image-Guided Intervention

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

Deep learning-based quantification of myocardial oxygen extraction fraction and blood volume in health: reproducibility, sex, and homogeneity

Deep Learning-Based Quasi-Automatic Tool for Regional Quantitative 17-Segment Analysis of Myocardial Fibrosis