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
Projects
- 6 Active
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Rethinking the Data-driven Discovery of Rare Phenomena
Buntine, W., Schmidt, D., Boley, M., Kuhlmann, L. & Scheffler, M.
1/03/21 → 28/02/24
Project: Research
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Apple Watch Series 6 for wearables in epilepsy monitoring research
1/01/21 → 31/12/21
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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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 Oct 2021, (Accepted/In press) In: Neurology. 37 p.Research output: Contribution to journal › Article › Research › peer-review
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A two-layer LSTM Deep Learning model for epileptic seizure prediction
Varnosfaderani, S. M., Rahman, R., Sarhan, N. J., Kuhlmann, L., Asano, E., Luat, A. & Alhawari, M., 2021, 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS 2021). Wen, W. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 165-168 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Automated inter-ctal epileptiform discharge detection from routine EEG
Nhu, D., Janmohamed, M., Shakhatreh, L., Gonen, O., Kwan, P., Gilligan, A., Wei Tan, C. & Kuhlmann, L., 19 Apr 2021, In: Studies in Health Technology and Informatics. p. 65-71 7 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Evaluation of channel performance in seizure prediction
An Nguyen, H., Razavi Hesabi, Z. & Kuhlmann, L., 2021, Proceedings of the Australasian Computer Science Week Multiconference 2021 (ACSW 2021). Stanger, N. & Joachim, V. L. (eds.). New York NY USA: Association for Computing Machinery (ACM), 4 p. Article 21Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Identifying seizure risk factors: a comparison of sleep, weather, and temporal features using a Bayesian forecast
Payne, D. E., Dell, K. L., Karoly, P. J., Kremen, V., Gerla, V., Kuhlmann, L., Worrell, G. A., Cook, M. J., Grayden, D. B. & Freestone, D. R., Feb 2021, In: Epilepsia. 62, 2, p. 371-382 12 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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eNeuro (Journal)
Levin Kuhlmann (Peer reviewer)
2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility