| Evaluation of fully automated myocardial segmentation techniques in native and contrast‐enhanced T1‐mapping cardiovascular magnetic resonance images using fully convolutional … NA Farrag, A Lochbihler, JA White, E Ukwatta Medical Physics 48 (1), 215-226, 2021 | 20 | 2021 |
| Effect of T1‐mapping technique and diminished image resolution on quantification of infarct mass and its ability in predicting appropriate ICD therapy NA Farrag, V Ramanan, GA Wright, E Ukwatta Medical physics 45 (4), 1577-1585, 2018 | 10 | 2018 |
| Semi-automated myocardial segmentation in native T1-mapping CMR using deformable non-rigid registration of CINE images NA Farrag, JA White, E Ukwatta Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019 | 4 | 2019 |
| Transfer learning based fully automated kidney segmentation on MR images R Gaikar, F Zabihollahy, N Farrag, MW Elfaal, N Schieda, E Ukwatta Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022 | 2 | 2022 |
| Assessment of left atrial fibrosis progression in canines following rapid ventricular pacing using 3D late gadolinium enhanced CMR images NA Farrag, RE Thornhill, FS Prato, AC Skanes, R Sullivan, D Sebben, ... Plos one 17 (7), e0269592, 2022 | 1 | 2022 |
| Semi-automated myocardial segmentation of T1-mapping cardiovascular magnetic resonance images using deformable non-rigid registration from CINE images. NA Farrag, JA White, E Ukwatta Medical Imaging: Biomedical Applications in Molecular, Structural, and …, 2019 | 1 | 2019 |
| Automated Cloud-deployable Pipeline for 3D Cardiac Shape Phenomics FBom 2D Cine Cardiac Magnetic Resonance Imaging S Dykstra, R Marianchuk, D Labib, F Hasanzadeh, N Farrag, T Ghosh, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
| Artificial Intelligence-based Classification of ATTR versus AL Cardiac Amyloidosis by Cine-based 3D Shape Phenomics F Hasanzadeh, R Marianchuk, S Dykstra, D Labib, N Farrag, T Ghosh, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
| Machine Learning Diagnosis of Hypertrophic Disease States FBom Native T1 and Extracellular Volume Mapping Using a Fully Automated Radiomics Pipeline N Farrag, E Ukwatta, D Labib, S Bhagavan, R Thornhill, J White Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
| Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks NA Farrag, S Bhagavan, D Sebben, P Ruwanpura, JA White, E & Ukwatta SPIE Medical Imaging 12036 (29), 1-8, 2022 | | 2022 |
| Image Processing Techniques for Analysis of Myocardial Fibrosis and Related Cardiomyopathies in Cardiac Magnetic Resonance Imaging N Farrag Carleton University, 2022 | | 2022 |
