Levin Kuhlmann

Senior Lecturer, Department of Data Science & AI
Monash Data Futures Institute

https://orcid.org/0000-0002-5108-6348

Room 209 Building 63, Faculty of Information Technology 25 Exhibition Walk Monash University VIC 3800

Accepting PhD Students

PhD projects

See potential projects at: http://levinkuhlmann.byethost3.com/

Research activity per year

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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 level. Dive into details by clicking on the dots or

5 Active

Apple Watch Series 6 for wearables in epilepsy monitoring research
Kuhlmann, L.
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

39 Article
10 Conference Paper
3 Review Article
1 Chapter (Book)
More
- 1 Editorial

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 Access
File

2 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. 39
Research 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 Access
File

12 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, Kuhlmann, L., 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. 37
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

1 Citation (Scopus)

11 Peer review responsibility
2 Editorial responsibility

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 2018
Activity: 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