Sudanthi Wijewickrema
Sudanthi Wijewickrema
Senior Research Fellow, University of Melbourne
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Characterizing adversarial subspaces using local intrinsic dimensionality
X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, G Schoenebeck, D Song, ...
arXiv preprint arXiv:1801.02613, 2018
Dimensionality-driven learning with noisy labels
X Ma, Y Wang, ME Houle, S Zhou, S Erfani, S Xia, S Wijewickrema, ...
International Conference on Machine Learning, 3355-3364, 2018
A deep learning based framework for the registration of three dimensional multi-modal medical images of the head
KT Islam, S Wijewickrema, S O’Leary
Scientific Reports 11 (1), 1860, 2021
Identifying diabetic retinopathy from oct images using deep transfer learning with artificial neural networks
KT Islam, S Wijewickrema, S O'Leary
2019 IEEE 32nd international symposium on computer-based medical systems …, 2019
Developing effective automated feedback in temporal bone surgery simulation
S Wijewickrema, P Piromchai, Y Zhou, I Ioannou, J Bailey, G Kennedy, ...
Otolaryngology--Head and Neck Surgery 152 (6), 1082-1088, 2015
Design and evaluation of a virtual reality simulation module for training advanced temporal bone surgery
S Wijewickrema, B Copson, Y Zhou, X Ma, R Briggs, J Bailey, G Kennedy, ...
2017 IEEE 30th international symposium on computer-based medical systems …, 2017
Algorithms for projecting points onto conics
N Chernov, S Wijewickrema
Journal of Computational and Applied Mathematics 251, 8-21, 2013
Constructive real time feedback for a temporal bone simulator
Y Zhou, J Bailey, I Ioannou, S Wijewickrema, G Kennedy, S O’Leary
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
A deep learning framework for segmenting brain tumors using MRI and synthetically generated CT images
KT Islam, S Wijewickrema, S O’leary
Sensors 22 (2), 523, 2022
The construct validity and reliability of an assessment tool for competency in cochlear implant surgery
P Piromchai, P Kasemsiri, S Wijewickrema, I Ioannou, G Kennedy, ...
BioMed research international 2014 (1), 192741, 2014
Supporting skill acquisition in cochlear implant surgery through virtual reality simulation
B Copson, S Wijewickrema, Y Zhou, P Piromchai, R Briggs, J Bailey, ...
Cochlear Implants International 18 (2), 89-96, 2017
Pattern-based real-time feedback for a temporal bone simulator
Y Zhou, J Bailey, I Ioannou, S Wijewickrema, S O'Leary, G Kennedy
Proceedings of the 19th ACM Symposium on Virtual Reality Software and …, 2013
An exploration of deep transfer learning for food image classification
KT Islam, S Wijewickrema, M Pervez, S O'Leary
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-5, 2018
Principal component analysis for the approximation of an image as an ellipse
SNR Wijewickrema, AP Papliński
Václav Skala-UNION Agency, 2005
Effects of anatomical variation on trainee performance in a virtual reality temporal bone surgery simulator
P Piromchai, I Ioannou, S Wijewickrema, P Kasemsiri, J Lodge, ...
The Journal of Laryngology & Otology 131 (S1), S29-S35, 2017
Comparison of experts and residents performing a complex procedure in a temporal bone surgery simulator
I Ioannou, Y Zhou, S Wijewickrema, P Piromchai, B Copson, G Kennedy, ...
Otology & Neurotology 38 (6), e85-e91, 2017
Finding influentials in Twitter: a temporal influence ranking model
X Ma, C Li, J Bailey, S Wijewickrema
arXiv preprint arXiv:1703.01468, 2017
Orthogonal distance least squares fitting: a novel approach
S Wijewickrema, C Esson, A Papliński
Computer Vision, Imaging and Computer Graphics. Theory and Applications …, 2010
A Deep Transfer Learning Framework for Pneumonia Detection from Chest X-ray Images.
KT Islam, SNR Wijewickrema, A Collins, SJ O'Leary
VISIGRAPP (5: VISAPP), 286-293, 2020
Providing automated real-time technical feedback for virtual reality based surgical training: is the simpler the better?
S Wijewickrema, X Ma, P Piromchai, R Briggs, J Bailey, G Kennedy, ...
Artificial Intelligence in Education: 19th International Conference, AIED …, 2018
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