Navodini Wijethilake

According to our database, Navodini Wijethilake authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI.

Aaron Kujawa, Reuben Dorent, Steve Connor, Suki Thomson, Marina Ivory, Ali Vahedi, Emily Guilhem, Navodini Wijethilake, Robert Bradford, Neil Kitchen, Sotirios Bisdas, Sébastien Ourselin, Tom Vercauteren, Jonathan Shapey

Frontiers Comput. Neurosci., 2024

2023

A Clinical Guideline Driven Automated Linear Feature Extraction for Vestibular Schwannoma.

Navodini Wijethilake, Steve Connor, Anna Oviedova, Rebecca Burger, Tom Vercauteren, Jonathan Shapey

CoRR, 2023

2022

Identifying risk factors of intracerebral hemorrhage stability using explainable attention model.

Seshasayi Rangaraj, Mobarakol Islam, Vibashan VS, Navodini Wijethilake, Utkarsh Uppal, Angela An Qi See, Jasmine Chan, Michael Lucas James, Nicolas Kon Kam King, Hongliang Ren

Medical Biol. Eng. Comput., 2022

DEEP²: Deep Learning Powered De-scattering with Excitation Patterning.

Navodini Wijethilake, Mithunjha Anandakumar, Cheng Zheng, Peter T. C. So, Murat Yildirim, Dushan N. Wadduwage

CoRR, 2022

Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma.

Navodini Wijethilake, Aaron Kujawa, Reuben Dorent, Muhammad Asad, Anna Oviedova, Tom Vercauteren, Jonathan Shapey

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

2021

Glioblastoma multiforme prognosis: MRI missing modality generation, segmentation and radiogenomic survival prediction.

Mobarakol Islam, Navodini Wijethilake, Hongliang Ren

Comput. Medical Imaging Graph., 2021

Glioma Survival Analysis Empowered With Data Engineering - A Survey.

Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Mobarakol Islam, Hongliang Ren

IEEE Access, 2021

2020

Radiogenomics model for overall survival prediction of glioblastoma.

Navodini Wijethilake, Mobarakol Islam, Hongliang Ren

Medical Biol. Eng. Comput., 2020

Radiogenomics of Glioblastoma: Identification of Radiomics Associated with Molecular Subtypes.

Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Survival prediction and risk estimation of Glioma patients using mRNA expressions.

Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet.

Mobarakol Islam, V. S. Vibashan, V. Jeya Maria Jose, Navodini Wijethilake, Uppal Utkarsh, Hongliang Ren

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019