Ruwan Duminda Jayasinghe

According to our database, Ruwan Duminda Jayasinghe authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multimodal Deep Convolutional Neural Network Pipeline for AI-Assisted Early Detection of Oral Cancer.

G. A. I. Devindi, D. M. D. R. Dissanayake, S. N. Liyanage, F. B. A. H. Francis, M. B. D. Pavithya, N. S. Piyarathne, P. V. K. S. Hettiarachchi, R. M. S. G. K. Rasnayaka, Ruwan Duminda Jayasinghe, Roshan G. Ragel, Isuru Nawinne

IEEE Access, 2024

2021

D'OraCa: Deep Learning-Based Classification of Oral Lesions with Mouth Landmark Guidance for Early Detection of Oral Cancer.

Jian Han Lim, Chun Shui Tan, Chee Seng Chan, Roshan Alex Welikala, Paolo Remagnino, Senthilmani Rajendran, Thomas George Kallarakkal, Rosnah Binti Zain, Ruwan Duminda Jayasinghe, Jyotsna Rimal, Alexander Ross Kerr, Rahmi Amtha, Karthikeya Patil, Wanninayake Mudiyanselage Tilakaratne, John Gibson, Sok Ching Cheong, Sarah Ann Barman

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Clinically Guided Trainable Soft Attention for Early Detection of Oral Cancer.

Roshan Alex Welikala, Paolo Remagnino, Jian Han Lim, Chee Seng Chan, Senthilmani Rajendran, Thomas George Kallarakkal, Rosnah Binti Zain, Ruwan Duminda Jayasinghe, Jyotsna Rimal, Alexander Ross Kerr, Rahmi Amtha, Karthikeya Patil, Wanninayake Mudiyanselage Tilakaratne, Sok Ching Cheong, Sarah Ann Barman

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Automated Detection and Classification of Oral Lesions Using Deep Learning for Early Detection of Oral Cancer.

Roshan Alex Welikala, Paolo Remagnino, Jian Han Lim, Chee Seng Chan, Senthilmani Rajendran, Thomas George Kallarakkal, Rosnah Binti Zain, Ruwan Duminda Jayasinghe, Jyotsna Rimal, Alexander Ross Kerr, Rahmi Amtha, Karthikeya Patil, Wanninayake Mudiyanselage Tilakaratne, John Gibson, Sok Ching Cheong, Sarah Ann Barman

IEEE Access, 2020

Fine-Tuning Deep Learning Architectures for Early Detection of Oral Cancer.

Roshan Alex Welikala, Paolo Remagnino, Jian Han Lim, Chee Seng Chan, Senthilmani Rajendran, Thomas George Kallarakkal, Rosnah Binti Zain, Ruwan Duminda Jayasinghe, Jyotsna Rimal, Alexander Ross Kerr, Rahmi Amtha, Karthikeya Patil, Wanninayake Mudiyanselage Tilakaratne, John Gibson, Sok Ching Cheong, Sarah Ann Barman

Proceedings of the Mathematical and Computational Oncology, 2020

2019

Segmentation of Mental Foramen in Dental Panoramic Tomography using Deep Learning.

Chirath Dasanayaka, Bhasitha Dharmasena, Wikum Roshan Bandara, Maheshi Buddhinee Dissanayake, Ruwan Duminda Jayasinghe

Proceedings of the 14th Conference on Industrial and Information Systems, 2019