Personal profile
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):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Dynamic Fusion of Structured Covariates into Deep Signal Backbones
Manimaran, G., Puthusserypady, S., Dominguez, H. & Bardram, J. E., 2026, Artificial Intelligence XLII. Bramer, M. & Stahl, F. (eds.). Springer, p. 308-313 (Lecture Notes in Computer Science, Vol. 16301 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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NERULA: A Dual-Pathway Self-supervised Learning Framework for Electrocardiogram Signal Analysis
Manimaran, G., Puthusserypady, S., Dominguez, H., Atienza, A. & Bardram, J. E., 2026, Artificial Intelligence XLII. Bramer, M. & Stahl, F. (eds.). Springer, p. 35-48 (Lecture Notes in Computer Science, Vol. 16301 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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AFLoc8-Net: End-to-End Atrial Fibrillation Localization with a Dual Head Transformer
Manimaran, G., Puthusserypady, S., Dominguez, H. & Bardram, J. E., 2025, Proceedings of 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, p. 1-5 5 p. 11251746Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Brain-Heart Aging During Sleep Predicts Incident Stroke
Saibene, M., Manimaran, G., Puthusserypady, S., Gu, Y., Domínguez, H., Ballegaard, M. & Bardram, J. E., 2025, Proceedings of 2025 IEEE EMBS International Conference on Biomedical and Health Informatics. IEEE, p. 1-7 7 p. 11269528Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Cardiovascular Risk Assessment via Sleep Patterns and ECG-Based Biological Age Estimation
Manimaran, G., Kumaran, S. P., Dominguez, M. H. & Bardram, J. E., 2025, In: Journal of Clinical Medicine. 14, 10, 13 p., 3339.Research output: Contribution to journal › Journal article › Research › peer-review
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Projects
- 1 Active
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Data Science Pipeline for Cardiovascular Diseases
Manimaran, G. (PhD Student), Bardram, J. E. (Main Supervisor), Kumaran, S. P. (Supervisor) & Dominguez, M. H. (Supervisor)
01/01/2023 → 31/03/2026
Project: PhD