Projects per year
Personal profile
Biography
Levin Kuhlmann, PhD, is a data scientist, computational neuroscientist and neural engineer. His research areas include data science, machine learning, signal processing, control theory and computational neuroscience applications to digital health, neural engineering and neuroimaging.
Education/Academic qualification
Cognitive and Neural Systems, PhD, Boston University
External positions
Honorary Senior Research Fellow, University of Melbourne
Research area keywords
- Digital Health, Data Science, Machine Learning, Statistical Signal Processing, Stochastic Filtering, Control Theory, Computational Neuroscience, Neural Engineering, Neuroimaging, Neurology, Epilepsy, Anaesthesiology
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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High performance computing for advanced brain imaging - MSI GeForce RTX 2060 Ventus 12G OC Graphics Card
1/10/21 → 31/12/22
Project: Research
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Rethinking the Data-driven Discovery of Rare Phenomena
Buntine, W., Schmidt, D., Boley, M., Kuhlmann, L. & Scheffler, M.
29/07/21 → 28/02/24
Project: Research
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Creating subject-specific mathematical models to understand the brain
Grayden, D. B., Kuhlmann, L., Karoly, P. & Cook, M. J.
12/03/20 → 31/12/22
Project: Research
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Changes in brain resilience underlie seizure susceptibility in epilepsy
Cook, M. J., Maturana, M. I., Kuhlmann, L., Burkitt, A. N., Dell, K. & Boston, R.
1/01/20 → 31/12/22
Project: Research
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Machine learning for physiological monitoring and epilepsy diagnosis
Nhu, D., Kuhlmann, L., Kwan, P., Gilligan, A. & Skouteris, H.
Epworth Foundation (trading as Epworth HealthCare), Alfred Health
9/10/19 → 8/10/22
Project: Research
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Coherent false seizure prediction in epilepsy, coincidence or providence?
Müller, J., Yang, H., Eberlein, M., Leonhardt, G., Uckermann, O., Kuhlmann, L. & Tetzlaff, R., Feb 2022, In: Clinical Neurophysiology. 133, p. 157-164 8 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile2 Citations (Scopus) -
Epileptic seizure onset predicts its duration
Liu, Y., Razavi Hesabi, Z., Cook, M. & Kuhlmann, L., Feb 2022, In: European Journal of Neurology. 29, 2, p. 375-381 7 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction
Rasheed, K., Qadir, J., O'Brien, T. J., Kuhlmann, L. & Razi, A., 2021, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 29, p. 2322-2332 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
A multimodal dataset and evaluation for feature estimators of temporal phases of anxiety
Senaratne, H., Kuhlmann, L., Ellis, K., Melvin, G. & Oviatt, S., 2021, Proceedings of the 2021 International Conference on Multimodal Interaction. Oviatt, S., Ali Salah, A. & Zhao, G. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 52-61 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Association of short-term heart rate variability and sudden unexpected death in epilepsy
Sivathamboo, S., Friedman, D., Laze, J., Nightscales, R., Chen, Z., Kuhlmann, L., Devore, S., Macefield, V., Kwan, P., D’Souza, W., Berkovic, S. F., Perucca, P., O'Brien, T. J., Devinsky, O. & on behalf of MS-BioS study group, 14 Dec 2021, In: Neurology. 97, 24, p. E2357-E2367 37 p.Research output: Contribution to journal › Article › Research › peer-review
5 Citations (Scopus)
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IEEE Transactions on Circuits and Systems II: Express Briefs (Journal)
Levin Kuhlmann (Peer reviewer)
1 Nov 2018 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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Brain (Journal)
Levin Kuhlmann (Peer reviewer)
1 Jan 2018 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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IEEE Transactions on Neural Systems and Rehabilitation Engineering (Journal)
Levin Kuhlmann (Peer reviewer)
1 Aug 2018 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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PLoS Computational Biology (Journal)
Levin Kuhlmann (Guest editor)
1 Jan 2017 → 31 Dec 2018Activity: Publication peer-review and editorial work types › Editorial responsibility
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Brain and Cognition (Journal)
Levin Kuhlmann (Peer reviewer)
1 Jan 2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility