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E
Eranga Ukwatta
university of guelph
22
H-index
117
Paper Count
1.7K
Citation Count
0
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Published Papers
34
Publication Date
Publication Date
Impact Factor
Citations
Automated extraction of the plane of minimal hiatal dimensions and mid-sagittal plane from 3D transperineal ultrasound
Medical Physics
IF
3.2
2026-05-10
0
OA
AI
Zachary Szentimrey; Golafsoun Ameri; Christopher X. Hong; R. Y. K. Cheung; Ahmed Eltahawi; Eranga Ukwatta
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Semi-supervised learning framework with shape encoding for neonatal ventricular segmentation from 3D ultrasound
MEDICAL PHYSICS
IF
3.2
2024-06-10
1
OA
AI
Szentimrey, Zachary; Al-Hayali, Abdullah; de Ribaupierre, Sandrine; Fenster, Aaron; Ukwatta, Eranga
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Automated detection of microscopic placental features indicative of maternal vascular malperfusion using machine learning
PLACENTA
IF
2.5
2024-01-01
2
PRE
AI
Patnaik, Purvasha; Khodaee, Afsoon; Vasam, Goutham; Mukherjee, Anika; Salsabili, Sina; Ukwatta, Eranga; Grynspan, David; Chan, Adrian D. C.; Bainbridge, Shannon
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Fully Automated Deep Learning-Based Renal Mass Detection on Multi-Parametric MRI
IEEE ACCESS
IF
3.6
2024-01-01
0
OA
AI
Gaikar, Rohini; Azad, Azar; Schieda, Nicola; Ukwatta, Eranga
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Automated segmentation and measurement of the female pelvic floor from the mid-sagittal plane of 3D ultrasound volumes
MEDICAL PHYSICS
IF
3.2
2023-04-06
9
OA
AI
Szentimrey, Zachary; Ameri, Golafsoun; Hong, Christopher X.; Cheung, Rachel Y. K.; Ukwatta, Eranga; Eltahawi, Ahmed
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Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF
6.8
2022-06-01
16
PRE
AI
Lin, Mingquan; Jiang, Mingjie; Zhao, Mingbo; Ukwatta, Eranga; White, James A.; Chiu, Bernard
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Automated 3D U-net based segmentation of neonatal cerebral ventricles from 3D ultrasound images
MEDICAL PHYSICS
IF
3.2
2022-01-12
18
PRE
AI
Szentimrey, Zachary; de Ribaupierre, Sandrine; Fenster, Aaron; Ukwatta, Eranga
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Fully automated detection of prostate transition zone tumors on T2-weighted and apparent diffusion coefficient (ADC) map MR images using U-Net ensemble
MEDICAL PHYSICS
IF
3.2
2021-08-30
10
PRE
AI
Wong, Timothy; Schieda, Nicola; Sathiadoss, Paul; Haroon, Mohammad; Abreu-Gomez, Jorge; Ukwatta, Eranga
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Evaluation of Finger Flexion Classification at Reduced Lateral Spatial Resolutions of Ultrasound
IEEE ACCESS
IF
3.6
2021-01-01
11
OA
AI
Fernandes, Alexander James; Ono, Yuu; Ukwatta, Eranga
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Evaluation of fully automated myocardial segmentation techniques in native and contrast-enhanced T1-mapping cardiovascular magnetic resonance images using fully convolutional neural networks
MEDICAL PHYSICS
IF
3.2
2020-12-01
23
PRE
AI
Farrag, Nadia A.; Lochbihler, Aidan; White, James A.; Ukwatta, Eranga
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A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images
IEEE TRANSACTIONS ON MEDICAL IMAGING
IF
9.8
2020-09-01
43
PRE
AI
Zhou, Ran; Guo, Fumin; Azarpazhooh, M. Reza; Spence, J. David; Ukwatta, Eranga; Ding, Mingyue; Fenster, Aaron
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Ensemble U-net-based method for fully automated detection and segmentation of renal masses on computed tomography images
MEDICAL PHYSICS
IF
3.2
2020-07-28
28
PRE
AI
Fatemeh, Zabihollahy; Nicola, Schieda; Satheesh, Krishna; Eranga, Ukwatta
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Machine Learning-Based Segmentation of Left Ventricular Myocardial Fibrosis from Magnetic Resonance Imaging
CURRENT CARDIOLOGY REPORTS
IF
3.3
2020-06-19
10
PRE
AI
Zabihollahy, Fatemeh; Rajan, S.; Ukwatta, E.
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Fully automated segmentation of left ventricular scar from 3D late gadolinium enhancement magnetic resonance imaging using a cascaded multi-planar U-Net (CMPU-Net)
MEDICAL PHYSICS
IF
3.2
2020-02-10
38
PRE
AI
Zabihollahy, Fatemeh; Rajchl, Martin; White, James A.; Ukwatta, Eranga
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Patch-Based Convolutional Neural Network for Differentiation of Cyst From Solid Renal Mass on Contrast-Enhanced Computed Tomography Images
IEEE ACCESS
IF
3.6
2020-01-01
4
OA
AI
Zabihollahy, Fatemeh; Schieda, N.; Ukwatta, E.
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Automated segmentation of villi in histopathology images of placenta
COMPUTERS IN BIOLOGY AND MEDICINE
IF
6.3
2019-10-01
17
PRE
AI
Salsabili, S.; Mukherjee, A.; Ukwatta, E.; Chan, A. D. C.; Bainbridge, S.; Grynspan, D.
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Fully automated localization of prostate peripheral zone tumors on apparent diffusion coefficient map MR images using an ensemble learning method
JOURNAL OF MAGNETIC RESONANCE IMAGING
IF
3.5
2019-08-28
14
PRE
AI
Zabihollahy, Fatemeh; Ukwatta, Eranga; Krishna, Satheesh; Schieda, Nicola
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Left atrial imaging and registration of fibrosis with conduction voltages using LGE-MRI and electroanatomical mapping
COMPUTERS IN BIOLOGY AND MEDICINE
IF
6.3
2019-08-01
5
PRE
AI
Lee, Jinny; Thornhill, Rebecca E.; Nery, Pablo; DeKemp, Robert; Pena, Elena; Birnie, David; Adler, Andy; Ukwatta, Eranga
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Automated segmentation of prostate zonal anatomy on T2-weighted (T2W) and apparent diffusion coefficient (ADC) map MR images using U-Nets
MEDICAL PHYSICS
IF
3.2
2019-05-11
49
PRE
AI
Zabihollahy, Fatemeh; Schieda, Nicola; Jeyaraj, Satheesh Krishna; Ukwatta, Eranga
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Convolutional neural network-based approach for segmentation of left ventricle myocardial scar from 3D late gadolinium enhancement MR images
MEDICAL PHYSICS
IF
3.2
2019-02-28
41
OA
AI
Zabihollahy, Fatemeh; White, James A.; Ukwatta, Eranga
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Research Directions
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Co-authors
Cooperation Journals
J
J. David Spence
H-index: 91 · Papers: 852
E
Elliot R. McVeigh
H-index: 76 · Papers: 421
N
Natalia A. Trayanova
H-index: 72 · Papers: 671
A
Aaron Fenster
H-index: 71 · Papers: 755
D
David H. Birnie
H-index: 61 · Papers: 431
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