Amir A. Amini
Orcid: 0000-0001-9698-8989
According to our database1,
Amir A. Amini
authored at least 81 papers
between 1988 and 2025.
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Bibliography
2025
LoRA-fine-tuned Large Vision Models for Automated Assessment of Post-SBRT Lung Injury.
CoRR, September, 2025
2024
Harnessing Convolutional Neural Networks for Diagnosing Post-SBRT Radiation-Induced Lung Injury From X-Ray CT.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Parameter-Efficient Fine-Tuning of DINOV2 Vision Transformers for Lung Nodule Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Performance of a bank of 2D efficient-nets for benign/malignant classification of lung nodules in 3D thoracic x-ray CT scans.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023
Estimation of hemodynamic parameters with deep-learning-based super-resolved 4D flow MRI velocity data.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023
TKE-Net: Deep Learning for Estimation of Super-Resolved Turbulent Kinetic Energy Maps from 4D-Flow MRI Data.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Survival Outcome Prediction for Stereotactic Body Radiation Therapy of Lung Cancer from Post-RT Ct Images with RNN/CNN Deep Learning.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
FlowRAU-Net: Accelerated 4D Flow MRI of Aortic Valvular Flows With a Deep 2D Residual Attention Network.
IEEE Trans. Biomed. Eng., 2022
Reduced-order modeling of 4D flow MRI and CFD in stenotic flow using Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD).
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
2021
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
A 1D encoder-decoder deep network for pressure estimation from 4D flow MRI: in-vitro experiments.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021
4D flow MRI and CFD simulations of pulsatile flow in a phantom model of arterial stenosis: visualizing the vortex dynamics.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021
Joint Learning for Deformable Registration and Malignancy Classification of Lung Nodules.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Editorial Special Issue on "AI-Driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic".
IEEE J. Biomed. Health Informatics, 2020
3D U-Net for segmentation of pulmonary nodules in volumetric CT scans from multi-annotator truth estimation.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
A comparative study of graph search algorithms for segmenting coronary arteries from cine angiography.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Statistical correlation of CT ventilation imaging and V/Q spect in patients with lung cancer.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
3-D Active Contour Segmentation Based on Sparse Linear Combination of Training Shapes (SCoTS).
IEEE Trans. Medical Imaging, 2017
Volumetric analysis of respiratory gated whole lung and liver CT data with motion-constrained graph cuts segmentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
3D segmentation of lung CT data with graph-cuts: analysis of parameter sensitivities.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Incorporating shape prior into active contours with a sparse linear combination of training shapes: Application to corpus callosum segmentation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2014
Tissue Doppler Imaging Optical Flow (TDIOF): A Combined B-Mode and Tissue Doppler Approach for Cardiac Motion Estimation in Echocardiographic Images.
IEEE Trans. Biomed. Eng., 2014
2013
A survey of shaped-based registration and segmentation techniques for cardiac images.
Comput. Vis. Image Underst., 2013
Comparison of indices of regional lung function from 4-D X-ray CT: Jacobian vs. strain of deformation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Noninvasive 3D pressure calculation from PC-MRI via non-iterative harmonics-based orthogonal projection: Constant flow experiment.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Assessment of flow and hemodynamics in the carotid artery using a reduced TE 4D flow spiral phase-contrast MRI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Medical Imaging, 2012
Effect of Venc on accuracy of velocity profiles in multi-slice phase-contrast MR imaging of stenotic flow.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Validation of 3D ultra-short TE (UTE) Phase-Contrast MRI for imaging of steady flow: Initial phantom experiments.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Planar deformable motion estimation incorporating mass conservation and image gradient constancy.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Multi-scale optical flow including normalized mutual information for planar deformable lung motion estimation from 4D CT.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Biventricular myocardial strains via nonrigid registration of AnFigatomical NURBS models.
IEEE Trans. Medical Imaging, 2006
2005
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Quantifying 3-D vascular structures in MRA images using hybrid PDE and geometric deformable models.
IEEE Trans. Medical Imaging, 2004
Biventricular Myocardial Kinematics Based on Tagged MRI from Anatomical NURBS Models.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
IEEE Trans. Medical Imaging, 2003
IEEE Trans. Biomed. Eng., 2003
2002
A MAP Framework for Tag Line Detection in SPAMM Data Using Markov Random Fields on the B-Spline Solid.
IEEE Trans. Medical Imaging, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
IEEE Trans. Medical Imaging, 2001
Tag Surface Reconstruction and Tracking of Myocardial Beads from SPAMM-MRI with Parametric B-Spline Surfaces.
IEEE Trans. Medical Imaging, 2001
1999
Spatio-Temporal Tracking of Myocardial Deformation with a 4D B-Spline Model from Tagged MRI.
IEEE Trans. Medical Imaging, 1999
Comparison of Land-Mark-Based and Curve-Based Thin-Plate Warps for Analysis of Left-Ventricular Motion from Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Proceedings of the Information Processing in Medical Imaging, 1999
1998
Coupled B-Snake Grids and Constrained Thin-Plate Splines for Analysis of 2D Tissue Deformations from Tagged MRI.
IEEE Trans. Medical Imaging, 1998
Measurement of 3D Motion of Myocardial Material Points from Explicit B-Surface Reconstruction of Tagged MRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Dense 2d Displacement Reconstruction from SPAMM-MRI with Constrained Elastic Splines: Implementation and Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
IEEE Trans. Medical Imaging, 1997
Deformable B-Solids and Implicit Snakes for 3D Localization and Tracking of SPAMM MRI Data.
Comput. Vis. Image Underst., 1997
1996
Proceedings of the Computer Vision, 1996
1994
Proceedings of the Computer Vision, 1994
1992
Image Vis. Comput., 1992
1991
Proceedings of the Information Processing in Medical Imaging, 1991
1990
Using dynamic programming for solving variational problems in vision: Applications involving deformable models for contours and surfaces.
PhD thesis, 1990
IEEE Trans. Pattern Anal. Mach. Intell., 1990
1989
A parallel algorithm for determining two-dimensional object positions using incomplete information about their boundaries.
Pattern Recognit., 1989
1988
Using Dynamic Programming For Minimizing The Energy Of Active Contours In The Presence Of Hard Constraints.
Proceedings of the Second International Conference on Computer Vision, 1988