Sudanthi Wijewickrema

Surgical approach to the facial recess influences the acceptable trajectory of cochlear implantation electrodes

Bridget Copson, Sudanthi Wijewickrema, Xingjun Ma, Yun Zhou, Jean-Marc Gerard, Stephen O'Leary

Journal article  |  2021  |  European Archives of Oto-Rhino-Laryngology

PURPOSE: To provide practical guidance to the operative surgeon by mapping the location, where acceptable straight-line virtual co..

A deep learning based framework for the registration of three dimensional multi-modal medical images of the head

Kh Tohidul Islam, Sudanthi Wijewickrema, Stephen O'Leary

Journal article  |  2021  |  Scientific Reports

Image registration is a fundamental task in image analysis in which the transform that moves the coordinate system of one image to..

Segmented Pairwise Distance for Time Series with Large Discontinuities

Jiabo He, Sarah Erfani, Sudanthi Wijewickrema, Stephen O'Leary, Kotagiri Ramamohanarao

Conference Proceedings  |  2020  |  2020 International Joint Conference on Neural Networks (IJCNN)

Time series with large discontinuities are common in many scenarios. However, existing distance-based algorithms (e.g., DTW and it..

Learning Non-Unique Segmentation with Reward-Penalty Dice Loss

Jiabo He, Sarah Erfani, Sudanthi Wijewickrema, Stephen O'Leary, Kotagiri Ramamohanarao

Conference Proceedings  |  2020  |  2020 International Joint Conference on Neural Networks (IJCNN)

Semantic segmentation is one of the key problems in the field of computer vision, as it enables computer image understanding. Howe..

A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication

Kh Tohidul Islam, Ram Gopal Raj, Syed Mohammed Shamsul Islam, Sudanthi Wijewickrema, Md Sazzad Hossain, Tayla Razmovski, Stephen O'Leary

Journal article  |  2020  |  Sensors

Automatic vehicle license plate recognition is an essential part of intelligent vehicle access control and monitoring systems. Wit..

The Melbourne Mastoidectomy Scale: Validation of an end-product dissection scale for cortical mastoidectomy

Benjamin James Talks, Jesslyn Lamtara, Sudanthi Wijewickrema, Jean-Marc Gerard, Alistair Macleold Mitchell-Innes, Stephen O'Leary

Journal article  |  2020  |  Clinical Otolaryngology

Development of a virtual reality clinically oriented temporal bone anatomy module with randomised control study of three-dimensional display technology

B Copson, S Wijewickrema, L Sorace, R Jones, S O'Leary

Journal article  |  2020  |  BMJ Simulation and Technology Enhanced Learning

ObjectiveTo investigate the effectiveness of a virtual reality (VR), three-dimensional (3D) clinically orientated temporal bone an..

Transfer of automated performance feedback models to different specimens in virtual reality temporal bone surgery

J Lamtara, N Hanegbi, B Talks, S Wijewickrema, X Ma, P Piromchai, J Bailey, S O’Leary

Conference Proceedings  |  2020  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Virtual reality has gained popularity as an effective training platform in many fields including surgery. However, it has been sho..

A Deep Transfer Learning Framework for Pneumonia Detection from Chest X-ray Images

Kh Tohidul Islam, Sudanthi Wijewickrema, Aaron Collins, Stephen O'Leary

Conference Proceedings  |  2020  |  Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

Street Sign Recognition Using Histogram of Oriented Gradients and Artificial Neural Networks

Kh Tohidul Islam, Sudanthi Wijewickrema, Ram Gopal Raj, Stephen O'Leary

Journal article  |  2019  |  Journal of Imaging