my-profile
Contact
thisara.s@sliit.lk
Ms. Thisara Shyamalee
Lecturer
Faculty of Computing | Information Technology
Career Summary
- Currently working as a Lecturer at the First Year Division, Faculty of Computing
- Worked as an assistant Lecturer at the First Year Division, Faculty of Computing
ACADEMIC QUALIFICATIONS
- B.Sc. (Hons) in Information Technology - Sri Lanka Institute of Information Technology
HONOURS AND AWARDS
- Dean's List - Year 2 and Year 4
- The winners of the e-Swabhimani Digital Social Impact Awards 2020 under two categories: The health and Well-being category and the Youth Award for the application "SAWANATHA - A self-detection hearing loss using Q learning
Research Interests and Memberships
Research Interests
- Deep Learning
- Machine Learning
- Computer Vision
- Software Engineering
Memberships
- Member of the Institute of Electrical and Electronics Engineers
- Member of National Science Foundation
Ongoing Research
- Survey on Deep learning-based Autonomous Medical Diagnosis Models for Chronic Disease Identification
My Publications
Journal Publications
- Thisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne " "Automated Tool Support for Glaucoma Identification with Explainability Using Fundus Images" " IEEE Access, vol.12, Issue 2169-3536, 2024, pp.17290 - 17307, 30 January 2024, 10.1109/ACCESS.2024.3359698,
- Thisara Shyamalee, Dulani Meedeniya " "Glaucoma detection with retinal fundus images using segmentation and classification" " Machine Intelligence Research, vol.19, Issue 6, 2022, pp.563-580, 07 November 2022, https://doi.org/10.1007/s11633-022-1354-z,
Conference Proceedings
- Thisara Shyamalee, Dulani Meedeniya Attention U-Net for Glaucoma Identification Using Fundus Image Segmentation in International Conference on Decision Aid Sciences and Applications (DASA), year 2022, Chiangrai, Thailand, pp.6-10, IEEE, 23-25 March 2022, 02 May 2022
- Thisara Shyamalee, Dulani Meedeniya CNN Based Fundus Images Classification For Glaucoma Identification in International Conference on Advanced Research in Computing (ICARC), year 2022, Belihuloya, Sri Lanka, pp.200-205, IEEE, 23-24 February 2022,
- Thisara Shyamalee, Sachini Senanayake, Dilanka Nayanajith, Suresh Udaya, Jagath Wickramarathne, Disni Sriyaratne Sawanatha - A self detection of Hearing Loss Using Q Learning in National Information Technology Conference (NITC), year 2020, Colombo, Sri Lanka, pp.5-10, IEEE, Thisara Shyamalee, Sachini Senanayake, Dilanka Nayanajith, Suresh Udaya, Jagath Wickramarathne, Disni Sriyaratne,
English
Sinhala
Tamil
