Eranga Ukwatta

Orcid: 0000-0003-0180-4716

Affiliations:
  • University of Guelph, ON, Canada


According to our database1, Eranga Ukwatta authored at least 62 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Fully Automated Deep Learning-Based Renal Mass Detection on Multi-Parametric MRI.
IEEE Access, 2024

Classification of Whole Slide Imagesfor the Presence of Maternal Vascular Malperfusion Lesions Using Attention-Based, Weakly Supervised Deep Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023
Automatic Classification of Symmetry of Hemithoraces in Canine and Feline Radiographs.
CoRR, 2023

Fully automated cascaded approach for renal mass detection on T2 weighted MRI images.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Automated segmentation and measurement of the levator hiatus in 3D transperineal ultrasound.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

Fully automated aortic segmentation of 3D phase-contrast magnetic resonance angiography images using deep learning techniques.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

2022
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, 2022

Transfer learning based fully automated kidney segmentation on MR images.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Automatic Placental Distal Villous Hypoplasia Scoring using a Deep Convolutional Neural Network Regression Model.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2021
Evaluation of Finger Flexion Classification at Reduced Lateral Spatial Resolutions of Ultrasound.
IEEE Access, 2021

Automatic deep learning-based segmentation of neonatal cerebral ventricles from 3D ultrasound images.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Deep learning-based detection of COVID-19 from chest x-ray images.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Reducing Motion Impact on Video Magnification Using Wavelet Transform and Principal Component Analysis for Heart Rate Estimation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images.
IEEE Trans. Medical Imaging, 2020

Patch-Based Convolutional Neural Network for Differentiation of Cyst From Solid Renal Mass on Contrast-Enhanced Computed Tomography Images.
IEEE Access, 2020

2019
Automated segmentation of villi in histopathology images of placenta.
Comput. Biol. Medicine, 2019

Left atrial imaging and registration of fibrosis with conduction voltages using LGE-MRI and electroanatomical mapping.
Comput. Biol. Medicine, 2019

Machine learning-based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimens.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Fully automated segmentation of left ventricular myocardium from 3D late gadolinium enhancement magnetic resonance images using a U-net convolutional neural network-based model.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Fully-automated segmentation of optic disk from retinal images using deep learning techniques.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

An ensemble of U-Net architecture variants for left atrial segmentation.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal images.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Semi-automated myocardial segmentation of T1-mapping cardiovascular magnetic resonance images using deformable non-rigid registration from CINE images.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Computational Heart Modeling for Evaluating Efficacy of MRI Techniques in Predicting Appropriate ICD Therapy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Myocardial scar segmentation from magnetic resonance images using convolutional neural network.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

3D scar segmentation from LGE-MRI using a continuous max-flow method.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Comparison of myocardial scar geometries generated from 2D and 3D LGE MRI.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Segmentation of Integrated Circuit Layouts from Scan Electron Microscopy Images.
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2016
Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology.
IEEE Trans. Medical Imaging, 2016

2015
Joint segmentation of lumen and outer wall from femoral artery MR images: Towards 3D imaging measurements of peripheral arterial disease.
Medical Image Anal., 2015

Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014
Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images.
IEEE Trans. Medical Imaging, 2014

Prostate Segmentation: An Efficient Convex Optimization Approach With Axial Symmetry Using 3-D TRUS and MR Images.
IEEE Trans. Medical Imaging, 2014

Dual optimization based prostate zonal segmentation in 3D MR images.
Medical Image Anal., 2014

Distribution of guidance models for cardiac resynchronization therapy in the setting of multi-center clinical trials.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Cerebral Ventricle Segmentation from 3D Pre-term IVH Neonate MR Images Using Atlas-Based Convex Optimization.
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Semi-automatic segmentation of preterm neonate ventricle system from 3D ultrasound images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Segmentation of the Carotid Arteries from 3D Ultrasound Images.
Proceedings of the Advanced Computational Approaches to Biomedical Engineering, 2014

2013
3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces.
IEEE Trans. Medical Imaging, 2013

Efficient convex optimization-based curvature dependent contour evolution approach for medical image segmentation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Prostate segmentation in 3D TRUS using convex optimization with shape constraint.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces from MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Lateral Ventricle Segmentation of 3D Pre-term Neonates US Using Convex Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization.
Proceedings of the Information Processing in Medical Imaging, 2013

Jointly Segmenting Prostate Zones in 3D MRIs by Globally Optimized Coupled Level-Sets.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Machine vision system for automated spectroscopy.
Mach. Vis. Appl., 2012

Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

A Fast Convex Optimization Approach to Segmenting 3D Scar Tissue from Delayed-Enhancement Cardiac MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Rotational-Slice-Based Prostate Segmentation Using Level Set with Shape Constraint for 3D End-Firing TRUS Guided Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Three-dimensional semi-automated segmentation of carotid atherosclerosis from three-dimensional ultrasound images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Fast interactive multi-region cardiac segmentation with linearly ordered labels.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Segmentation of the lumen and media-adventitia boundaries of the common carotid artery from 3D ultrasound images.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Coupled level set approach to segment carotid arteries from 3D ultrasound images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2009
Vision Based Metal Spectral Analysis Using Multi-label Classification.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

2008
Vision Based Spectroscopy Simulation.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008


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