Personal profile
Research Interests
Biomedical Engineering
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Dive into the research topics where Muralidhar G Bairy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Explainable AI-Integrated Stacked Machine-Learning Model for Detection of Infectious Conditions Utilizing Vital Signs and Hematological Biomarkers
Prabhu, S., Bairy, G. M., Sampathila, N. & Darshan, B. S. D., 03-2026, In: Information (Switzerland). 17, 3, 227.Research output: Contribution to journal › Article › peer-review
Open Access -
Significance of essential vital signs for analysis of risk level of critical care patients - A review
Prabhu, S., Bairy, G. M. & Sampathila, N., 01-01-2026, In: Journal of Intelligent Systems. 35, 1, 20250120.Research output: Contribution to journal › Review article › peer-review
Open Access -
An explainable analytical approach to heart attack detection using biomarkers and nature-inspired algorithms
Bairy, M., Chadaga, K., Sampathila, N., Arjunan, R. V. & Bairy, G. M., 12-2025, In: Healthcare Analytics. 8, 100407.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Differential diagnosis of iron deficiency anemia from aplastic anemia using machine learning and explainable Artificial Intelligence utilizing blood attributes
Darshan, B. S. D., Sampathila, N., Bairy, G. M., Prabhu, S., Belurkar, S., Chadaga, K. & Nandish, S., 01-2025, In: Scientific Reports. 15, 1, 505.Research output: Contribution to journal › Article › peer-review
Open Access25 Link opens in a new tab Citations (Scopus) -
An ensemble machine learning framework with explainable artificial intelligence for predicting haemoglobin anaemia considering haematological markers
B S, D. D., Sharma, P., Chadaga, K., Sampathila, N., Bairy, G. M., Belurkar, S., Prabhu, S. & K S, S., 2024, In: Systems Science and Control Engineering. 12, 1, 2420927.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (Scopus)