Academic Information
Ph.D pursuing, University of Kalyani
Research Areas
Research Interests
My research interests focus on applying Machine Learning, Soft Computing, and Meta-Learning techniques to solve complex problems in Medical Informatics. I am particularly interested in developing hybrid and optimization-driven models for medical data analysis, feature selection, disease prediction, and clinical decision support systems. My work emphasizes improving diagnostic accuracy, interpretability, and robustness using evolutionary algorithms, swarm intelligence, and advanced learning frameworks, with a strong application focus on healthcare and biomedical datasets.
Courses Taught
Positions Held
Publications
International Journals: 1. Suvobrata Sarkar and Kalyani Mali, “Monkey king evolution (MKE)-GA-SVM model for subtype classification of breast cancer”, Digital Health, 2024, vol.10, pp. 1–23. doi:10.1177/20552076241297002 SCI Impact factor: 2.9 2. Suvobrata sarkar and Kalyani Mali, “Firefly-SVM predictive model for breast cancer subgroup classification with clinicopathological parameters”, Digital Health, 2023, vol. 9, pp. 1–20. DOI: 10.1177/20552076231207203 SCI Impact factor: 3.9 3. Suvobrata Sarkar and Kalyani Mali, “Breast Cancer Subtypes Classification with Hybrid Machine Learning Model”, Methods of Information in Medicine, 61(3): 68-83, 2022. DOI: 10.1055/s-0042-1751043. ISSN 0026-1270 SCI Impact Factor:1.8 4. Raj Kumar Samanta, Bikash Sadhukhan, Hiranmay Samaddar, Suvobrata Sarkar, Chandan Koner and Monidepa Ghosh, “Scope of machine learning applications for addressing the challenges in next‐generation wireless networks”, CAAI Transactions on Intelligence Technology 2022, pp.1–24. SCI, Impact factor:7.985 5. Suvobrata Sarkar and Murtaza Akhtar, “Triple Negative Breast Cancer Prevalence in Indian Patients over a Decade: A Systematic Review”, International Journal of Clinical Biostatistics and Biometrics, 8(1): 1-9, 2022. DOI: 10.23937/2469-5831/1510045 ISSN: 2469-5831 6. Raj Samanta, Bikash Sadhukhan, Hiranmay Samaddar, Suvobrata Sarkar, Chandan Koner and Arpan Choudhary, “Stochastic Model for Intelligent Cell Level Mobility Prediction in Next Generation Wireless Networks”, 2021, Vol. 20 No. 2, December 2021.