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A Deep k-means Based Tissue Extraction from Reconstructed Human Brain MR Image

Author:Madiha Arshad  Mahmood Qureshi  Omair Inam  Hammad Omer  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:2398  

Room Session:Concurrent 1  

Institution:COMSATS University  

Efficient DCE-MR Image reconstruction with feasible temporal resolution in L+S Decomposition model

Author:Faisal Najeeb  Jichang Zhang  Xinpei Wang  Chengbo Wang  Hammad Omer  Penny Gowland  Sue Francis  Paul Glover  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Optimized Signal Representation for Acquisition & Reconstruction  

Session Name:Signal Representations for Quantitative Applications  

Program Number:2597  

Room Session:Concurrent 1  

Institution:MIPRG,Comsats University  SPMIC, The University of Nottingham  SPMIC, The University of Nottingham Ningbo China  

GPU Accelerated Grouped Magnetic Resonance Fingerprinting using Clustering Techniques

Author:Abdul Moiz Hassan  Rana Muhammad Saad  Irfan Ullah  Hammad Omer  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Advances in MR Fingerprinting  

Session Name:MR Fingerprinting: Artifacts, Optimisation & Applications in the Body  

Program Number:1558  

Room Session:Concurrent 1  

Institution:Department of Electrical and Computer Engineering, COMSATS University  

Highly undersampled GROG-BPE radial data reconstruction using Compressed Sensing

Author:Yumna Bilal  Ibtisam Aslam  Muhammad Siddiqui  Hammad Omer  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Constrained & Model-Based Reconstructions  

Session Name:Parallel Imaging Reconstruction  

Program Number:1171  

Room Session:Concurrent 1  

Institution:COMSATS University Islamabad  University of Geneva  University of Gujrat  

Improved Dynamic Contrast Enhanced MRI Using Low Rank with Joint Sparsity Reconstruction

Author:Jichang Zhang  Faisal Najeeb  Xinpei Wang  Pengfei Xu  Hammad Omer  Penny Gowland  Sue Francis  Paul Glover  Richard Bowtell  Chengbo Wang  

Session Type:Combined Educational & Scientific Session  

Session Date:Monday, 17 May 2021  

Topic:Ebb & Flow: Perfusion & Permeability from Head to Toe  

Session Name:Ebb & Flow: Perfusion & Permeability from Head to Toe  

Program Number:0051  

Room Session:Concurrent 6  

Institution:COMSATS University Islamabad  SPMIC, The University of Nottingham  SPMIC, The University of Nottingham Ningbo China  

PCA and U-Net based Channel Compression for Fast MR Image Reconstruction

Author:Madiha Arshad  Mahmood Qureshi  Omair Inam  Hammad Omer  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:1752  

Room Session:Concurrent 1  

Institution:COMSATS University  

Reconstruction of Whole-Heart Cardiac Radial MRI using Neural Network Transfer Learning Approach

Author:Ibtisam Aslam  Fariha Aamir  Lindsey CROWE  Miklos KASSAI  Hammad Omer  Jean-Paul VALLEE  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:1957  

Room Session:Concurrent 1  

Institution:COMSATS University Islamabad  University of Geneva