People / Hashara Kumarasinghe

PhD student, Australian National University

Biography

Hashara Kumarasinghe received her Bachelor of Science in Computer Science and Engineering from the University of Moratuwa, Sri Lanka, in 2022. She is currently a PhD student at the Australian National University (ANU).Please visit her portfolio for more information.

Research Interests

Her research interest mainly focus oin the field of Computer Science and Bioinformatics, including Phylogenetic Inference, Deep learning, and Computer Vision. She is currently focusing on the development of deep learning techniques for phylogenetic inference.

Publications

1. MobileNetV2 Based Chest X-Rays Classification
   S. Kolonne, C. Fernando, H. Kumarasinghe, D. Meedeniya
   2021 International Conference on Decision Aid Sciences and Application (DASA) 57-61 (2021)

2. Chest Radiographs Classification Using Multi-model Deep Learning: A Comparative Study
   C. Fernando, S. Kolonne, H. Kumarasinghe, D. Meedeniya
   2022 2nd International Conference on Advanced Research in Computing (ICARC) 165-170 (2022)

3. U-Net Based Chest X-ray Segmentation with Ensemble Classification for Covid-19 and Pneumonia
   H. Kumarasinghe, S. Kolonne, C. Fernando, D. Meedeniya
   International Journal of Online and Biomedical Engineering (iJOE) 161-175 (2022)

4. Chest X-ray analysis empowered with deep learning: A systematic review
   D. Meedeniya, H. Kumarasinghe, S. Kolonne, S. Fernando, I.D.l.T. Díez, G. Marques
   Applied Soft Computing 109319 (2022)