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Eranga Ukwatta

Showing results (1-10 of 49) with videos related to

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Medical Physics|September 4, 2025
A novel federated learning framework for medical imaging: Resource-efficient approach combining PCA with early stoppingNegin Piran Nanekaran, Eranga Ukwatta
Journal of Medical Imaging (Bellingham, Wash.)|July 11, 2024
Pulmonary nodule detection in low dose computed tomography using a medical-to-medical transfer learning approachJenita Manokaran, Richa Mittal, Eranga Ukwatta
Medical Physics|February 9, 2019
Convolutional neural network-based approach for segmentation of left ventricle myocardial scar from 3D late gadolinium enhancement MR imagesFatemeh Zabihollahy, James A White, Eranga Ukwatta
Journal of Medical Imaging (Bellingham, Wash.)|May 13, 2024
Multiresolution semantic segmentation of biological structures in digital histopathologySina Salsabili, Adrian D C Chan, Eranga Ukwatta
Journal of Magnetic Resonance Imaging : JMRI|August 29, 2019
Fully automated localization of prostate peripheral zone tumors on apparent diffusion coefficient map MR images using an ensemble learning methodFatemeh Zabihollahy, Eranga Ukwatta, Satheesh Krishna, et al.
Medical Physics|December 27, 2021
Automated 3D U-net based segmentation of neonatal cerebral ventricles from 3D ultrasound imagesZachary Szentimrey, Sandrine de Ribaupierre, Aaron Fenster, et al.
Medical Physics|April 20, 2019
Automated segmentation of prostate zonal anatomy on T2-weighted (T2W) and apparent diffusion coefficient (ADC) map MR images using U-NetsFatemeh Zabihollahy, Nicola Schieda, Satheesh Krishna Jeyaraj, et al.
European Radiology|May 1, 2020
Automated classification of solid renal masses on contrast-enhanced computed tomography images using convolutional neural network with decision fusionFatemeh Zabihollahy, Nicola Schieda, Satheesh Krishna, et al.
Physics in Medicine and Biology|May 10, 2013
Quantification and visualization of carotid segmentation accuracy and precision using a 2D standardized carotid mapBernard Chiu, Eranga Ukwatta, Shadi Shavakh, et al.
Medical Physics|February 6, 2015
Rotationally resliced 3D prostate TRUS segmentation using convex optimization with shape priorsWu Qiu, Jing Yuan, Eranga Ukwatta, et al.
Pageof 5

Showing results (1-10 of 49) with videos related to

Sort By:
Pageof 5
Medical Physics|September 4, 2025
A novel federated learning framework for medical imaging: Resource-efficient approach combining PCA with early stoppingNegin Piran Nanekaran, Eranga Ukwatta
Journal of Medical Imaging (Bellingham, Wash.)|July 11, 2024
Pulmonary nodule detection in low dose computed tomography using a medical-to-medical transfer learning approachJenita Manokaran, Richa Mittal, Eranga Ukwatta
Medical Physics|February 9, 2019
Convolutional neural network-based approach for segmentation of left ventricle myocardial scar from 3D late gadolinium enhancement MR imagesFatemeh Zabihollahy, James A White, Eranga Ukwatta
Journal of Medical Imaging (Bellingham, Wash.)|May 13, 2024
Multiresolution semantic segmentation of biological structures in digital histopathologySina Salsabili, Adrian D C Chan, Eranga Ukwatta
Journal of Magnetic Resonance Imaging : JMRI|August 29, 2019
Fully automated localization of prostate peripheral zone tumors on apparent diffusion coefficient map MR images using an ensemble learning methodFatemeh Zabihollahy, Eranga Ukwatta, Satheesh Krishna, et al.
Medical Physics|December 27, 2021
Automated 3D U-net based segmentation of neonatal cerebral ventricles from 3D ultrasound imagesZachary Szentimrey, Sandrine de Ribaupierre, Aaron Fenster, et al.
Medical Physics|April 20, 2019
Automated segmentation of prostate zonal anatomy on T2-weighted (T2W) and apparent diffusion coefficient (ADC) map MR images using U-NetsFatemeh Zabihollahy, Nicola Schieda, Satheesh Krishna Jeyaraj, et al.
European Radiology|May 1, 2020
Automated classification of solid renal masses on contrast-enhanced computed tomography images using convolutional neural network with decision fusionFatemeh Zabihollahy, Nicola Schieda, Satheesh Krishna, et al.
Physics in Medicine and Biology|May 10, 2013
Quantification and visualization of carotid segmentation accuracy and precision using a 2D standardized carotid mapBernard Chiu, Eranga Ukwatta, Shadi Shavakh, et al.
Medical Physics|February 6, 2015
Rotationally resliced 3D prostate TRUS segmentation using convex optimization with shape priorsWu Qiu, Jing Yuan, Eranga Ukwatta, et al.
Pageof 5