Eranga Ukwatta

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 27

Top Topics

Automated Segmentation

Fully Automated

Magnetic Resonance

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Afsoon Khodaee, Adrian D. C. Chan, Eranga Ukwatta, Shannon Bainbridge
Classification of Whole Slide Imagesfor the Presence of Maternal Vascular Malperfusion Lesions Using Attention-Based, Weakly Supervised Deep Learning. I2MTC (2024)
Zachary Szentimrey, Golafsoun Ameri, Rachel Y. K. Cheung, Ahmed Eltahawi, Eranga Ukwatta
Automated segmentation and measurement of the levator hiatus in 3D transperineal ultrasound. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Jenita Manokaran, Julio Garcia Flores, Eranga Ukwatta
Fully automated aortic segmentation of 3D phase-contrast magnetic resonance angiography images using deep learning techniques. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Rohini Gaikar, Azar Azad, Nicola Schieda, Eranga Ukwatta
Fully automated cascaded approach for renal mass detection on T2 weighted MRI images. Medical Imaging: Computer-Aided Diagnosis (2023)
Nadia A. Farrag, Sathvik Bhagavan, David Sebben, Poojani Ruwanpura, James A. White, Eranga Ukwatta
Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Rohini Gaikar, Fatemeh Zabihollahy, Nadia A. Farrag, Mohamed W. Elfaal, Nicola Schieda, Eranga Ukwatta
Transfer learning based fully automated kidney segmentation on MR images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Afsoon Khodaee, David Grynspan, Shannon Bainbridge, Eranga Ukwatta, Adrian D. C. Chan
Automatic Placental Distal Villous Hypoplasia Scoring using a Deep Convolutional Neural Network Regression Model. I2MTC (2022)
Mingquan Lin, Mingjie Jiang, Mingbo Zhao, Eranga Ukwatta, James A. White, Bernard Chiu
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Zachary Szentimrey, Sandrine de Ribaupierre, Aaron Fenster, Eranga Ukwatta
Automatic deep learning-based segmentation of neonatal cerebral ventricles from 3D ultrasound images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Alexander James Fernandes, Yuu Ono, Eranga Ukwatta
Evaluation of Finger Flexion Classification at Reduced Lateral Spatial Resolutions of Ultrasound. IEEE Access 9 (2021)
Ahmed Alzahrani, Jila Hosseinkhani, Sreeraman Rajan, Eranga Ukwatta
Reducing Motion Impact on Video Magnification Using Wavelet Transform and Principal Component Analysis for Heart Rate Estimation. I2MTC (2021)
Fatemeh Zabihollahy, Nicola Schieda, Eranga Ukwatta
Patch-Based Convolutional Neural Network for Differentiation of Cyst From Solid Renal Mass on Contrast-Enhanced Computed Tomography Images. IEEE Access 8 (2020)
Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images. IEEE Trans. Medical Imaging 39 (9) (2020)
Conor McKeen, Fatemeh Zabihollahy, Jinu Kurian, Adrian D. C. Chan, Dina El Demellawy, Eranga Ukwatta
Machine learning-based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimens. Medical Imaging: Digital Pathology (2019)
Nadia A. Farrag, James A. White, Eranga Ukwatta
Semi-automated myocardial segmentation of T1-mapping cardiovascular magnetic resonance images using deformable non-rigid registration from CINE images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Sina Salsabili, Anika Mukherjee, Eranga Ukwatta, Adrian D. C. Chan, Shannon Bainbridge, David Grynspan
Automated segmentation of villi in histopathology images of placenta. Comput. Biol. Medicine 113 (2019)
Fatemeh Zabihollahy, James A. White, Eranga Ukwatta
Fully automated segmentation of left ventricular myocardium from 3D late gadolinium enhancement magnetic resonance images using a U-net convolutional neural network-based model. Medical Imaging: Computer-Aided Diagnosis (2019)
Jinny Lee, Rebecca E. Thornhill, Pablo Nery, Robert A. deKemp, Elena Peña, David Birnie, Andy Adler, Eranga Ukwatta
Left atrial imaging and registration of fibrosis with conduction voltages using LGE-MRI and electroanatomical mapping. Comput. Biol. Medicine 111 (2019)
Fatemeh Zabihollahy, Aidan Lochbihler, Eranga Ukwatta
Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Fatemeh Zabihollahy, Eranga Ukwatta
Fully-automated segmentation of optic disk from retinal images using deep learning techniques. Medical Imaging: Computer-Aided Diagnosis (2019)
C. Wang, Martin Rajchl, Adrian D. C. Chan, Eranga Ukwatta
An ensemble of U-Net architecture variants for left atrial segmentation. Medical Imaging: Computer-Aided Diagnosis (2019)
Fatma Usta, Wail Gueaieb, James A. White, Conor McKeen, Eranga Ukwatta
Comparison of myocardial scar geometries generated from 2D and 3D LGE MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Fatemeh Zabihollahy, James A. White, Eranga Ukwatta
Myocardial scar segmentation from magnetic resonance images using convolutional neural network. Medical Imaging: Computer-Aided Diagnosis (2018)
Bruno Machado Trindade, Eranga Ukwatta, Mike Spence, Chris Pawlowicz
Segmentation of Integrated Circuit Layouts from Scan Electron Microscopy Images. CCECE (2018)
Eranga Ukwatta, Plamen Nikolov, Natalia A. Trayanova, Graham A. Wright
Computational Heart Modeling for Evaluating Efficacy of MRI Techniques in Predicting Appropriate ICD Therapy. MICCAI (2) (2018)
Fatma Usta, Wail Gueaieb, James A. White, Eranga Ukwatta
3D scar segmentation from LGE-MRI using a continuous max-flow method. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Eranga Ukwatta, Hermenegild Arevalo, Kristina Li, Jing Yuan, Wu Qiu, Peter Malamas, Katherine C. Wu, Natalia A. Trayanova, Fijoy Vadakkumpadan
Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology. IEEE Trans. Medical Imaging 35 (6) (2016)
Eranga Ukwatta, Martin Rajchl, James A. White, Farhad Pashakhanloo, Daniel A. Herzka, Elliot R. McVeigh, Albert C. Lardo, Natalia A. Trayanova, Fijoy Vadakkumpadan
Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications. Medical Imaging: Image Processing (2015)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Aaron Fenster
Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease. Medical Image Anal. 26 (1) (2015)
Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster
Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior. MICCAI (3) (2015)
Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster
Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization. MICCAI (3) (2015)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Katherine C. Wu, Natalia A. Trayanova, Fijoy Vadakkumpadan
Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images. MICCAI (2) (2014)
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, Aaron Fenster
Dual optimization based prostate zonal segmentation in 3D MR images. Medical Image Anal. 18 (4) (2014)
Wu Qiu, Jing Yuan, Jessica Kishimoto, Sandrine de Ribaupierre, Eranga Ukwatta, Aaron Fenster
Semi-automatic segmentation of preterm neonate ventricle system from 3D ultrasound images. ISBI (2014)
Martin Rajchl, Kamyar Abhari, John Stirrat, Eranga Ukwatta, Diego Cantor, Feng P. Li, Terry M. Peters, James A. White
Distribution of guidance models for cardiac resynchronization therapy in the setting of multi-center clinical trials. Medical Imaging: Image-Guided Procedures (2014)
Wu Qiu, Jing Yuan, Martin Rajchl, Jessica Kishimoto, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster
Cerebral Ventricle Segmentation from 3D Pre-term IVH Neonate MR Images Using Atlas-Based Convex Optimization. CARE@MICCAI (2014)
Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta, Aaron Fenster, Jing Yuan
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior. MICCAI (1) (2014)
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, Aaron Fenster
Prostate Segmentation: An Efficient Convex Optimization Approach With Axial Symmetry Using 3-D TRUS and MR Images. IEEE Trans. Medical Imaging 33 (4) (2014)
Martin Rajchl, Jing Yuan, James A. White, Eranga Ukwatta, John Stirrat, Cyrus M. S. Nambakhsh, Feng P. Li, Terry M. Peters
Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images. IEEE Trans. Medical Imaging 33 (1) (2014)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Aaron Fenster
Efficient convex optimization-based curvature dependent contour evolution approach for medical image segmentation. Medical Imaging: Image Processing (2013)
Eranga Ukwatta, Jing Yuan, Martin Rajchl, Wu Qiu, David Tessier, Aaron Fenster
3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces. IEEE Trans. Medical Imaging 32 (4) (2013)
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, Aaron Fenster
Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior. MICCAI (2) (2013)
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu, Shadi Shavakh, Jianrong Xu, Aaron Fenster
Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images. MICCAI (1) (2013)
Wu Qiu, Jing Yuan, Eranga Ukwatta, David Tessier, Aaron Fenster
Prostate segmentation in 3D TRUS using convex optimization with shape constraint. Medical Imaging: Image Processing (2013)
Wu Qiu, Jing Yuan, Jessica Kishimoto, Eranga Ukwatta, Aaron Fenster
Lateral Ventricle Segmentation of 3D Pre-term Neonates US Using Convex Optimization. MICCAI (3) (2013)
Jing Yuan, Wu Qiu, Martin Rajchl, Eranga Ukwatta, Xue-Cheng Tai, Aaron Fenster
Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry. CVPR (2013)
Jing Yuan, Eranga Ukwatta, Wu Qiu, Martin Rajchl, Yue Sun, Xue-Cheng Tai, Aaron Fenster
Jointly Segmenting Prostate Zones in 3D MRIs by Globally Optimized Coupled Level-Sets. EMMCVPR (2013)
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, Aaron Fenster
Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization. IPMI (2013)
Martin Rajchl, Jing Yuan, Eranga Ukwatta, Terry M. Peters
Fast interactive multi-region cardiac segmentation with linearly ordered labels. ISBI (2012)
Martin Rajchl, Jing Yuan, James A. White, Cyrus M. S. Nambakhsh, Eranga Ukwatta, Feng Li, John Stirrat, Terry M. Peters
A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images. MICCAI (1) (2012)
Wu Qiu, Jing Yuan, Eranga Ukwatta, David Tessier, Aaron Fenster
Rotational-Slice-Based Prostate Segmentation Using Level Set with Shape Constraint for 3D End-Firing TRUS Guided Biopsy. MICCAI (1) (2012)
Eranga Ukwatta, Jing Yuan, Martin Rajchl, Aaron Fenster
Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces. MICCAI (3) (2012)
Eranga Ukwatta, Jagath Samarabandu, Mike Hall
Machine vision system for automated spectroscopy. Mach. Vis. Appl. 23 (1) (2012)
Eranga Ukwatta, Joseph Awad, Daniel Buchanan, Grace Parraga, Aaron Fenster
Three-dimensional semi-automated segmentation of carotid atherosclerosis from three-dimensional ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2012)
Eranga Ukwatta, Joseph Awad, Aaron D. Ward, Daniel Buchanan, Grace Parraga, Aaron Fenster
Coupled level set approach to segment carotid arteries from 3D ultrasound images. ISBI (2011)
Eranga Ukwatta, Joseph Awad, Aaron D. Ward, Jagath Samarabandu, A. Krasinski, Grace Parraga, Aaron Fenster
Segmentation of the lumen and media-adventitia boundaries of the common carotid artery from 3D ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2011)
Eranga Ukwatta, Jagath Samarabandu
Vision Based Metal Spectral Analysis Using Multi-label Classification. CRV (2009)
Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall
Vision Based Spectroscopy Simulation. CRV (2008)