Research output per year
Research output per year
Personal profile
Scholarly biography
I am a PhD student researching Machine Learning, Deep Learning, Ensemble learning focusing on the Healthcare real-world applications.
Supervised by Dr. Goran Soldar and Dr. Gulden Uchyigit, I joined the University of Brighton after completing my MSc degree with distinction at the University of Greeenwich.
Research interests
My research interests are in the area of Machine Learning and Deep Learning in Healthcare. The project is mainly focus on using these methods to solve the real world propblems in the field of healthcare.
Education/Academic qualification
Master, Computer Science, University of Greenwich
2021 → 2022
Award Date: 25 Nov 2022
PhD, Computing, University of Brighton
2023 → …
Keywords
- Q Science (General)
- Machine Learning
- Deep Learning
- Data Science and Analytics
- Artificial Intelligence
- Healthcare
- Ensemble Learning
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Research output
- 3 Conference contribution with ISSN or ISBN
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A Novel Diabetes Predict Framework of Ensemble Learning to Solve Missing and Imbalanced Data
Chanthan, C. S., Soldar, G. & Uchyigit, G., 9 Apr 2026, 2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET). IEEE, p. 1-8 8 p. (International Conference on Electrical, Computer, and Energy Technologies, ICECET 2025).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
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Improved Diabetes Prediction: Advanced Hybrid Sampling Method of Kmeans-SVMSMOTE-ENN and Ensemble Learning Model
Chanthan, C. S., Soldar, G. & Uchyigit, G., 12 May 2026, ICCRD 2026: Proceedings of the 2026 18th International Conference on Computer Research and Development. New York: Association for Computing Machinery, p. 50-58 9 p.Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile -
Ensemble Learning for Diabetes Early Prediction Case Study: A Systematic Review
Chanthan, C. S., Soldar, G. & Uchyigit, G., 3 Sept 2025, Intelligent Systems and Applications: Proceedings of the 2025 Intelligent Systems Conference (IntelliSys) . Arai, K. (ed.). Springer, Vol. 1. p. 341–365 25 p. (Lecture Notes in Networks and Systems).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review