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, The University of Melbourne
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
- 1 Active
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 2018
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
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
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
Integer convolutional neural network for seizure detection
Truong, N. D., Nguyen, A. D., Kuhlmann, L., Bonyadi, M. R., Yang, J., Ippolito, S. & Kavehei, O., Dec 2018, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 8, 4, p. 849-857 9 p., 8370634.Research output: Contribution to journal › Article › Research › peer-review
Postictal suppression and seizure durations: a patient-specific, long-term iEEG analysis
Payne, D. E., Karoly, P. J., Freestone, D. R., Boston, R., D'Souza, W., Nurse, E., Kuhlmann, L., Cook, M. J. & Grayden, D. B., 6 Apr 2018, In : Epilepsia. 59, 5, p. 1027-1036 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
Activities 2012 2018
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
Brain : a journal of neurology (Journal)
Levin Kuhlmann (Peer reviewer)1 Jan 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