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ORCIDRoshan M. D'Souza
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2020 – today
- 2023
[j20]Amirhossein Arzani
, Kevin W. Cassel, Roshan M. D'Souza:
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation. J. Comput. Phys. 473: 111768 (2023)- 2021
- [j19]Milad Habibi, Roshan M. D'Souza, Scott T. M. Dawson, Amirhossein Arzani:
Integrating multi-fidelity blood flow data with reduced-order data assimilation. Comput. Biol. Medicine 135: 104566 (2021) - 2020
- [j18]Mojtaba F. Fathi, Isaac Perez-Raya, Ahmadreza Baghaie, Philipp Berg, Gábor Janiga, Amirhossein Arzani, Roshan M. D'Souza:
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets. Comput. Methods Programs Biomed. 197: 105729 (2020)
2010 – 2019
- 2019
- [j17]Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu:
An Application of Manifold Learning in Global Shape Descriptors. Algorithms 12(8): 171 (2019) - [j16]Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D'Souza:
Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach. J. Imaging 5(1): 5 (2019) - [c8]Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig:
Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features. BHI 2019: 1-4 - [i5]Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu:
An Application of Manifold Learning in Global Shape Descriptors. CoRR abs/1901.02508 (2019) - 2018
- [j15]Ahmadreza Baghaie, Susanne Schnell, Ali Bakhshinejad, Mojtaba F. Fathi, Roshan M. D'Souza, Vitaliy L. Rayz:
Curvelet Transform-based volume fusion for correcting signal loss artifacts in Time-of-Flight Magnetic Resonance Angiography data. Comput. Biol. Medicine 99: 142-153 (2018) - [j14]Ahmad Pahlavan Tafti, Ahmadreza Baghaie, Andrew B. Kirkpatrick, Jessica D. Holz, Heather A. Owen, Roshan M. D'Souza, Zeyun Yu:
A comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(1): 17-30 (2018) - [j13]Mojtaba F. Fathi, Ali Bakhshinejad, Ahmadreza Baghaie, David Saloner, Raphael H. Sacho, Vitaliy L. Rayz, Roshan M. D'Souza:
Denoising and spatial resolution enhancement of 4D flow MRI using proper orthogonal decomposition and lasso regularization. Comput. Medical Imaging Graph. 70: 165-172 (2018) - [c7]Fereshteh S. Bashiri, Eric LaRose, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig:
Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure. ISVC 2018: 500-510 - 2017
- [j12]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
Dense Descriptors for Optical Flow Estimation: A Comparative Study. J. Imaging 3(1): 12 (2017) - [j11]Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza:
Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution? Medical Image Anal. 37: 129-145 (2017) - [j10]Shailesh Tamrakar, Paul Richmond, Roshan M. D'Souza:
PI-FLAME: A parallel immune system simulator using the FLAME graphic processing unit environment. Simul. 93(1): 69-84 (2017) - 2015
- [c6]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
Sparse and low rank decomposition based batch image alignment for speckle reduction of retinal OCT images. ISBI 2015: 226-230 - [c5]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
Dense Correspondence and Optical Flow Estimation Using Gabor, Schmid and Steerable Descriptors. ISVC (1) 2015: 406-415 - [i4]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Single-Shot Retinal OCT Images. CoRR abs/1502.05742 (2015) - 2014
- [c4]Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza:
Fast Mesh-Based Medical Image Registration. ISVC (2) 2014: 1-10 - [i3]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis. CoRR abs/1411.0740 (2014) - [i2]Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza:
Fast Mesh-Based Medical Image Registration. CoRR abs/1411.2141 (2014) - [i1]Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu:
Sparse And Low Rank Decomposition Based Batch Image Alignment for Speckle Reduction of retinal OCT Images. CoRR abs/1411.4033 (2014) - 2012
- [j9]Denis V. Gladkov, José Juan Tapia, Samuel Alberts, Roshan M. D'Souza:
Graphics processing unit based direct simulation Monte Carlo. Simul. 88(6): 680-693 (2012) - [j8]Samuel Alberts, Michael K. Keenan, Roshan M. D'Souza, Gary An:
Data-parallel techniques for simulating a mega-scale agent-based model of systemic inflammatory response syndrome on graphics processing units. Simul. 88(8): 895-907 (2012) - 2011
- [j7]José Juan Tapia, Roshan M. D'Souza:
Parallelizing the Cellular Potts Model on graphics processing units. Comput. Phys. Commun. 182(4): 857-865 (2011) - [c3]Denis V. Gladkov, Samuel Alberts, Roshan M. D'Souza, Steven Andrews:
Accelerating the smoldyn spatial stochastic biochemical reaction network simulator using GPUs. SpringSim (HPC) 2011: 151-158 - 2010
- [j6]Zaryab Ahmad, Keyvan Rahmani, Roshan M. D'Souza:
Applications of genetic algorithms in process planning: tool sequence selection for 2.5-axis pocket machining. J. Intell. Manuf. 21(4): 461-470 (2010)
2000 – 2009
- 2009
- [j5]Mikola Lysenko, Roshan M. D'Souza, Keyvan Rahmani:
Real-Time Machinability Analysis of Free Form Surfaces on the GPU. J. Comput. Inf. Sci. Eng. 9(2) (2009) - [c2]José Juan Tapia, Roshan M. D'Souza:
Data-Parallel Algorithms for Large-Scale Real-Time Simulation of the Cellular Potts Model on Graphics Processing Units. SMC 2009: 1411-1418 - [c1]Roshan M. D'Souza, Mikola Lysenko, Simeone Marino, Denise E. Kirschner:
Data-parallel algorithms for agent-based model simulation of tuberculosis on graphics processing units. SpringSim 2009 - 2008
- [j4]Roshan M. D'Souza, Roshan D'Souza, Ching-Kuan Shene:
Improved Binary Space Partition merging. Comput. Aided Des. 40(12): 1113-1120 (2008) - [j3]Roshan M. D'Souza, Roshan D'Souza:
A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units. J. Artif. Soc. Soc. Simul. 11(4) (2008) - 2006
- [j2]Roshan M. D'Souza:
Tool Sequence Selection for 2.5D Pockets with Uneven Stock. J. Comput. Inf. Sci. Eng. 6(1): 33-39 (2006) - [j1]Roshan M. D'Souza:
Selecting an Optimal Tool Sequence for 2.5D Pocket Machining while Considering Tool Holder Collisions. J. Intell. Manuf. 17(3): 363-372 (2006)
Coauthor Index
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