Eranga Ukwatta

60 papers A* 1B 3Journal 14Unranked 41

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