GI-Net: anomalies classification in gastrointestinal tract through endoscopic imagery with deep learning C Gamage, I Wijesinghe, C Chitraranjan, I Perera 2019 Moratuwa Engineering Research Conference (MERCon), 66-71, 2019 | 52 | 2019 |
A smart telemedicine system with deep learning to manage diabetic retinopathy and foot ulcers I Wijesinghe, C Gamage, I Perera, C Chitraranjan 2019 Moratuwa Engineering Research Conference (MERCon), 686-691, 2019 | 26 | 2019 |
Instance-based segmentation for boundary detection of neuropathic ulcers through Mask-RCNN H Gamage, W Wijesinghe, I Perera Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019 | 21 | 2019 |
Automatic scoring of diabetic foot ulcers through deep CNN based feature extraction with low rank matrix factorization C Gamage, I Wijesinghe, I Perera 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 19 | 2019 |
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame A Zakeri, A Hokmabadi, N Bi, I Wijesinghe, MG Nix, SE Petersen, ... Medical Image Analysis 83, 102678, 2023 | 9 | 2023 |
Deep supervised hashing through ensemble cnn feature extraction and low-rank matrix factorization for retinal image retrieval of diabetic retinopathy I Wijesinghe, C Gamage, C Chitraranjan 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 6 | 2019 |
Transfer learning with ensemble feature extraction and low-rank matrix factorization for severity stage classification of diabetic retinopathy I Wijesinghe, C Gamage, C Chitraranjan 2019 IEEE 31st International Conference on Tools with Artificial …, 2019 | 4 | 2019 |
4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+ t X-ray projections A Zakeri, A Hokmabadi, MG Nix, A Gooya, I Wijesinghe, ZA Taylor Computer Methods and Programs in Biomedicine 250, 108158, 2024 | 2 | 2024 |
Relationship Among the Diameter of the Area of Influence & Refill Usage of Sri Lanka Using Anonymized Call Detail Records I Wijesinghe, C Kumarasinghe EAI Endorsed Transactions on Scalable Information Systems 4 (12), e5-e5, 2017 | 1 | 2017 |
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections I Wijesinghe, M Nix, A Zakeri, A Hokmabadi, B Al-Qaisieh, A Gooya, ... arXiv preprint arXiv:2407.06692, 2024 | | 2024 |
Intelligent image-driven motion modelling for adaptive radiotherapy W Wijesinghe University of Leeds, 2024 | | 2024 |