Accelerated phase contrast magnetic resonance imaging via deep learning R Nath, S Callahan, N Singam, M Stoddard, AA Amini 2020 IEEE 17th international symposium on biomedical imaging (ISBI), 834-838, 2020 | 15 | 2020 |
Lip contour extraction scheme using morphological reconstruction based segmentation R Nath, FS Rahman, S Nath, S Basak, S Audin, SA Fattah Electrical Engineering and Information & Communication Technology (ICEEICT …, 2014 | 11 | 2014 |
The relationships among spinal CSF flows, spinal cord geometry, and vascular correlations: evidence of intrathecal sources and sinks RJ Bert, N Settipalle, E Tiwana, D Muddasani, R Nath, B Wellman, ... American Journal of Physiology-Regulatory, Integrative and Comparative …, 2019 | 8 | 2019 |
FlowRAU-Net: Accelerated 4D Flow MRI of Aortic Valvular Flows with a Deep 2D Residual Attention Network R Nath, S Callahan, M Stoddard, AA Amini IEEE Transactions on Biomedical Engineering, 1 - 14, 2022 | 6 | 2022 |
4D flow MRI and CFD simulations of pulsatile flow in a phantom model of arterial stenosis: visualizing the vortex dynamics A Kazemi, R Nath, MJ Negahdar, M Stodddard, AA Amini Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021 | 6 | 2021 |
Lip contour extraction scheme based on K-means clustering in different color planes FS Rahman, R Nath, S Nath, S Basak, S Audin, SA Fattah Informatics, Electronics & Vision (ICIEV), 2014 International Conference on, 4, 2014 | 4 | 2014 |
4Dflow‐VP‐Net: A deep convolutional neural network for noninvasive estimation of relative pressures in stenotic flows from 4D flow MRI R Nath, A Kazemi, S Callahan, MF Stoddard, AA Amini Magnetic resonance in medicine 90 (5), 2175-2189, 2023 | 2 | 2023 |
A 1-D encoder-decoder deep network for pressure estimation from 4D flow MRI: in-vitro experiments R Nath, A Kazemi, S Callahan, MJ Negahdar, N Singam, M Stoddard, ... Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021 | 2 | 2021 |
A human action recognition scheme based on spatio-temporal variation of region of interest in horizontal and vertical direction SI Audin, S Nath, S Basak, FS Rahman, R Nath, SA Fattah Informatics, Electronics & Vision (ICIEV), 2014 International Conference on, 4, 2014 | 2 | 2014 |
Accelerated Phase Contrast MRI Reconstruction with Deep U-NET Convolutional Neural Networks R Nath, S Callahan, N Singam, M Stoddard, AA Amini https://archive.ismrm.org/2020/2237.html, 2020 | | 2020 |
4D CSF Flow Measurement in Cervical Spine at 3T R Nath, MJ Negahdar, R Bert, A Amini ISMRM 2018, 2018 | | 2018 |
Velocity to Pressure Mapping in Stenotic Pulsatile Flows with an Encode-Decoder Deep Network R Nath, A Kazemi, M Stoddard, A Amini | | |
Vortex ring reveals a novel non-invasive hemodynamic biomarker associated with the location of maximum pressure drop in arterial stenosis A Kazemi, S Callahan, R Nath, M Stoddard, AA Amini | | |
Deep 2D Residual Attention U-net for Accelerated 4D Flow MRI of Aortic Valvular Flows R Nath, S Callahan, M Stoddard, A Amini | | |