Roshan M. D'Souza

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 14

Top Topics

Optical Coherence Tomography

Top Venues

Comput. Biol. Medicine

Publications

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 (2023)
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 (2021)
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 (2020)
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) (2019)
Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
An Application of Manifold Learning in Global Shape Descriptors. CoRR (2019)
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) (2019)
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)
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 (2018)
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) (2018)
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)
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 (2018)
Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
Dense Descriptors for Optical Flow Estimation: A Comparative Study. J. Imaging 3 (1) (2017)
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) (2017)
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 (2017)
Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
Dense Correspondence and Optical Flow Estimation Using Gabor, Schmid and Steerable Descriptors. ISVC (1) (2015)
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 (2015)
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)
Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza
Fast Mesh-Based Medical Image Registration. ISVC (2) (2014)
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 (2014)
Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis. CoRR (2014)
Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza
Fast Mesh-Based Medical Image Registration. CoRR (2014)
Denis V. Gladkov, José Juan Tapia, Samuel Alberts, Roshan M. D'Souza
Graphics processing unit based direct simulation Monte Carlo. Simul. 88 (6) (2012)
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) (2012)
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)
José Juan Tapia, Roshan M. D'Souza
Parallelizing the Cellular Potts Model on graphics processing units. Comput. Phys. Commun. 182 (4) (2011)
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) (2010)
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)
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)
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)
Roshan M. D'Souza, Roshan D'Souza, Ching-Kuan Shene
Improved Binary Space Partition merging. Comput. Aided Des. 40 (12) (2008)
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)
Roshan M. D'Souza
Selecting an Optimal Tool Sequence for 2.5D Pocket Machining while Considering Tool Holder Collisions. J. Intell. Manuf. 17 (3) (2006)
Roshan M. D'Souza
Tool Sequence Selection for 2.5D Pockets with Uneven Stock. J. Comput. Inf. Sci. Eng. 6 (1) (2006)