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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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Exploring the potential of explainable deep learning for EEG-based cognitive decline prediction
Grillenberger, A. J., Shenton, N., Lauritzen, M. J., Benedek, K. & Kumaran, S. P., 2026, In: Computers in Biology and Medicine. 204, 16 p., 111538.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Orbit) -
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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Translational perspectives on brain-heart interplay: From methodologies to clinical applications.
Saibene, M., Gu, Y., Ballegaard, M., Andersen, T. S., Bardram, J. E. & Kumaran, S. P., 2026, In: Computers in Biology and Medicine. 204, 18 p., 111522.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Orbit) -
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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Trustworthy and Explainable AI for Seizure Detection in EEG
Lehn-Schiøler, W. T. (PhD Student), Kumaran, S. P. (Main Supervisor), Hansen, L. K. (Supervisor), Gatej, R. (Supervisor) & Klok, L. (Supervisor)
01/11/2025 → 31/10/2028
Project: PhD
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Brain-to-Text Brain-Computer Interface System
Mao, X. (PhD Student), Kumaran, S. P. (Main Supervisor), Lee, S. W. (Supervisor) & Mørup, M. (Supervisor)
15/02/2025 → 14/02/2028
Project: PhD
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Musculoskeletal digital twins and machine learning-based biomarkers for neurodegenerative diseases
Rey Vilches, J. (PhD Student), Tolu, S. (Main Supervisor), Kumaran, S. P. (Supervisor) & Hermsdörfer, J. (Supervisor)
01/11/2023 → 31/10/2026
Project: PhD
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CARP Neurology Toolbox
Saibene, M. (PhD Student), Gu, Y. (Supervisor), Ballegaard, M. (Supervisor), Andersen, T. S. (Supervisor), Kumaran, S. P. (Main Supervisor) & Bardram, J. E. (Supervisor)
01/10/2023 → 30/09/2026
Project: PhD
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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
Prizes
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Best Paper Award
Puthusserypady, S. (Recipient), Bækgaard, P. (Recipient), Hansen, J. P. (Recipient), Hou, B. (Recipient) & MacKenzie, S. (Recipient), 26 Jun 2020
Prize: Prizes, scholarships, distinctions
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Best Poster Award
Puthusserypady, S. (Recipient) & Bolkar, S. (Recipient), 10 Jun 2015
Prize: Prizes, scholarships, distinctions
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Best Teacher and Excellent Course
Puthusserypady, S. (Recipient), 19 Dec 2017
Prize: Prizes, scholarships, distinctions