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
Projects
- 5 Active
-
Apple Watch Series 6 for wearables in epilepsy monitoring research
1/01/21 → 31/12/21
Project: Research
-
Creating subject-specific mathematical models to understand the brain
Grayden, D. B., Kuhlmann, L., Karoly, P. & Cook, M.
12/03/20 → 31/12/22
Project: Research
-
Changes in brain resilience underlie seizure susceptibility in epilepsy
Cook, M., Maturana, M. I., Kuhlmann, L., Burkitt, A. N., Dell, K. & Boston, R.
1/01/20 → 31/12/22
Project: Research
-
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
-
Personalised Seizure Prediction
Kuhlmann, L., Cook, M., Freestone, D. R., D'Souza, W. J. & Burkitt, A. N.
National Health and Medical Research Council (NHMRC) (Australia)
1/02/19 → 31/01/22
Project: Research
Research output
-
A taxonomy of seizure dynamotypes
Saggio, M. L., Crisp, D., Scott, J. M., Karoly, P., Kuhlmann, L., Nakatani, M., Murai, T., Dümpelmann, M., Schulze-Bonhage, A., Ikeda, A., Cook, M., Gliske, S. V., Lin, J., Bernard, C., Jirsa, V. & Stacey, W. C., 21 Jul 2020, In : eLife. 9, 56 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile2 Citations (Scopus) -
Computationally efficient epileptic seizure prediction based on extremely randomised trees
Wong, S. & Kuhlmann, L., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020. Forkan, A. (ed.). New York NY USA: Association for Computing Machinery (ACM), 3 p. 39Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
-
Critical slowing down as a biomarker for seizure susceptibility
Maturana, M. I., Meisel, C., Dell, K., Karoly, P. J., D’Souza, W., Grayden, D. B., Burkitt, A. N., Jiruska, P., Kudlacek, J., Hlinka, J., Cook, M. J., Kuhlmann, L. & Freestone, D. R., 1 May 2020, In : Nature Communications. 11, 1, 12 p., 2172.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile12 Citations (Scopus) -
Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG
Reuben, C., Karoly, P., Freestone, D. R., Temko, A., Barachant, A., Li, F., Titericz Jr., G., Lang, B. W., Lavery, D., Roman, K., Broadhead, D., Jones, G., Tang, Q., Ivanenko, I., Panichev, O., Proix, T., Náhlík, M., Grunberg, D. B., Grayden, D. B., Cook, M. J. & 1 others, , Feb 2020, In : Epilepsia. 61, 2, p. 7-12 6 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study
Liu, Y., Sivathamboo, S., Goodin, P., Bonnington, P., Kwan, P., Kuhlmann, L., O'Brien, T., Perucca, P. & Ge, Z., 4 Feb 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. Forkan, A. (ed.). New York NY USA: Association for Computing Machinery (ACM), 8 p. 37Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
1 Citation (Scopus)
Activities
-
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
-
Brain (Journal)
Levin Kuhlmann (Peer reviewer)
1 Jan 2018 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
-
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
-
PLoS Computational Biology (Journal)
Levin Kuhlmann (Guest editor)
1 Jan 2017 → 31 Dec 2018Activity: Publication peer-review and editorial work types › Editorial responsibility
-
eNeuro (Journal)
Levin Kuhlmann (Peer reviewer)
2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility