Projects per year
Personal profile
Biography
Anuja Dharmaratne is an Associate Professor attached to the School of Information Technology at Monash University Malaysia. She graduated from the University of Colombo, Sri Lanka in 1995 with a First Class Honours in Computer Science. She had her postgraduate education at the Hiroshima University, Japan and obtained her M.Eng and Doctoral degrees from the Graduate School of Engineering in 2000 and 2004 respectively. Her main research interests are in Image Processing, Computer Vision, Machine Learning, Game based education, Educational Technology, Digital Health and ICT for Society.
Prior to joining Monash University Malaysia, she has worked at the University of Colombo from 1996-2013 as a Senior Lecturer of the University of Colombo School of Computing (UCSC).
Research interests
- Image Processing
- Computer Vision
- Machine Learning
- Game based Education
- Educational Technology
- Digital Health
- ICT for Society
Monash teaching commitment
- FIT3081- Image Processing
- FIT3155 - Advanced Algorithms and data structures
- FIT3134- Entrepreneurship
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Information Engineering, Doctor of Engineering, Hiroshima University
1 Apr 2000 → 4 Mar 2004
Award Date: 4 Mar 2004
Information Engineering, Master of Engineering, Hiroshima University
1 Apr 1998 → 24 Mar 2000
Award Date: 24 Mar 2000
Computer Science, B.Sc. (Hons) Computer Science, University of Colombo
Award Date: 1 Nov 1995
External positions
Senior Lecturer, University of Colombo
1996 → 2013
Research area keywords
- Image Processing
- Computer Vision
- Educational Technology
- Machine Learning
- Game based Education
- Digital Health
- ICT for Society
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Finished
-
Adapting a Personalized Positive Parenting Digital Health Program for Youth Mental Health Promotion in Malaysia
Golden, K., Yap, M., Xie, J., Olivier, P., Wu, L., Shaikh, F., Kia Fatt, Q., Su, T. T., Phan, R., Dharmaratne, A., Kirk, H., Warren, N., Robinson, P., Ilias, K., Jamil, N. & Kamaralzaman, S.
4/01/21 → 30/12/22
Project: Research
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Investigating very deep convolutional networks architecture for learning and recognizing microexpression of child social learning behavior
Fermi Pasha, M., Nai Ming, L., Nailah, N., Mandava, R., Dharmaratne, A. & Agnes Coleman, S.
1/11/20 → 31/10/23
Project: Research
-
Improving tuberculosis severity assessment in computed tomography images using novel DAvoU-Net segmentation and deep learning framework
Olayemi Alebiosu, D., Dharmaratne, A. & Hong Lim, C., 1 Mar 2023, In: Expert Systems with Applications. 213, Part C, 11 p., 119287.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
AI-based multidisciplinary framework to assess the impact of gamified video-based learning through schema and emotion analysis
Vidanaralage, A. J., Dharmaratne, A. T. & Haque, S., 2022, In: Computers and Education: Artificial Intelligence. 3, 25 p., 100109.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Automated segmentation of knee articular cartilage: Joint deep and hand-crafted learning-based framework using diffeomorphic mapping
Ebrahimkhani, S., Dharmaratne, A., Jaward, M. H., Wang, Y. & Cicuttini, F. M., 7 Jan 2022, In: Neurocomputing. 467, p. 36-55 20 p.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus) -
Implementing a successful Collaborative Active Learning approach in information technology discipline
Dharmaratne, A., Fung, T. F. & Abaei, G., 2022, Collaborative Active Learning: Practical Activity-Based Approaches to Learning, Assessment and Feedback. Chang-Tik, C., Kidman, G. & Yew Tee, M. (eds.). 1st ed. Singapore Singapore: Springer, p. 237-267 31 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review
1 Citation (Scopus) -
Online searching as a practice for evidence-based medicine in the neonatal intensive care unit, University of Malaya Medical Center, Malaysia: Cross-sectional study
Muhamad, N. A., Selvarajah, V., Dharmaratne, A., Inthiran, A., Dali, N. S. M., Chaiyakunapruk, N. & Lai, N. M., Apr 2022, In: JMIR Formative Research. 6, 4, 12 p., e30687.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile
Prizes
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School Research Grant: Clinical Pharmacy & Pharmacy Education Research Grant 2022
Appalasamy, Jamuna Rani (Recipient), Shaharuddin, Shazwani (Recipient), Selvaraj, Amutha (Recipient), Ramachandram, Dinesh Sangarran (Recipient), Dharmaratne, Anuja (Recipient) & Buhari, Adamu Muhammad (Recipient), Aug 2022
Prize: Prize (including medals and awards)