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 level. Dive into details by clicking on the dots.
Projects 2019 2022
- 2 Active
Machine learning for physiological monitoring and epilepsy diagnosis
Nhu, D., Kuhlmann, L., Kwan, P., Gilligan, A. & Skouteris, H.
9/10/19 → 8/10/22
Project: Research
Personalised Seizure Prediction
Kuhlmann, L., Cook, M., Freestone, D. R., D'Souza, W. & Burkitt, A. N.
National Health & Medical Research Council (NHMRC)
1/02/19 → 31/01/22
Project: Research
Research Output 1999 2019
Epileptic seizure forecasting with generative adversarial networks
Truong, N. D., Kuhlmann, L., Bonyadi, M. R., Querlioz, D., Zhou, L. & Kavehei, O., 16 Oct 2019, In : IEEE Access. 7, p. 143999-144009 11 p., 8853232.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
2
Citations
(Scopus)
Assessing nitrous oxide effect using electroencephalographically-based depth of anesthesia measures cortical state and cortical input
Kuhlmann, L. & Liley, D. T. J., Feb 2018, In : Journal of Clinical Monitoring and Computing. 32, 1, p. 173-188 16 p.Research output: Contribution to journal › Article › Research › peer-review
3
Citations
(Scopus)
Convolutional neural networks for epileptic seizure prediction
Eberlein, M., Hildebrand, R., Tetzlaff, R., Hoffmann, N., Kuhlmann, L., Brinkmann, B. & Müller, J., 2018, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine: 3-6 Dec. 2018, Madrid, Spain. (Jane) Zheng, H., Hu, X., Callejas, Z., Schmidt, H., Griol, D., Baumbach, J., Wang, H., Dickerson, J. & Zhang, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2577-2582 6 p. 8621225Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
28
Citations
(Scopus)
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram
Truong, N. D., Nguyen, A. D., Kuhlmann, L., Bonyadi, M. R., Yang, J., Ippolito, S. & Kavehei, O., Sep 2018, In : Neural Networks. 105, p. 104-111 8 p.Research output: Contribution to journal › Article › Research › peer-review
15
Citations
(Scopus)
Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG
Kuhlmann, L., Karoly, P., Freestone, D. R., Brinkmann, B. H., Temko, A., Barachant, A., Li, F., Titericz, G., Lang, B. W., Lavery, D., Roman, K., Broadhead, D., Dobson, S., Jones, G., Tang, Q., Ivanenko, I., Panichev, O., Proix, T., Náhlík, M., Grunberg, D. B. & 6 others, , Sep 2018, In : Brain. 141, 9, p. 2619-2630 12 p.Research output: Contribution to journal › Article › Research › peer-review
Activities 2012 2018
Brain : a journal of neurology (Journal)
Levin Kuhlmann (Peer reviewer)1 Jan 2018 → …
Activity: Publication peer-review and editorial work types › Peer review 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
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
Brain and Cognition (Journal)
Levin Kuhlmann (Peer reviewer)1 Jan 2016 → …
Activity: Publication peer-review and editorial work types › Peer review responsibility