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Levin Kuhlmann

Dr

 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

19992022
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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, 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

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 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. 8621225

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › 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 othersReuben, C., Worrell, G., Litt, B., Liley, D. T. J., Grayden, D. B. & Cook, M. J., 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

Activities 2012 2018

  • 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

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