Levin Kuhlmann
Levin Kuhlmann
Senior Lecturer in Data Science and Digital Health, Faculty of Information Technology, Monash
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram
ND Truong, AD Nguyen, L Kuhlmann, MR Bonyadi, J Yang, S Ippolito, ...
Neural Networks 105, 104-111, 2018
702018
The circadian profile of epilepsy improves seizure forecasting
PJ Karoly, H Ung, DB Grayden, L Kuhlmann, K Leyde, MJ Cook, ...
Brain 140 (8), 2169-2182, 2017
642017
Patient-specific bivariate-synchrony-based seizure prediction for short prediction horizons
L Kuhlmann, D Freestone, A Lai, AN Burkitt, K Fuller, DB Grayden, ...
Epilepsy research 91 (2-3), 214-231, 2010
602010
Seizure prediction—ready for a new era
L Kuhlmann, K Lehnertz, MP Richardson, B Schelter, HP Zaveri
Nature Reviews Neurology 14 (10), 618-630, 2018
582018
Seizure detection using seizure probability estimation: Comparison of features used to detect seizures
L Kuhlmann, AN Burkitt, MJ Cook, K Fuller, DB Grayden, L Seiderer, ...
Annals of biomedical engineering 37 (10), 2129-2145, 2009
542009
A neural model of 3D shape-from-texture: Multiple-scale filtering, boundary grouping, and surface filling-in
S Grossberg, L Kuhlmann, E Mingolla
Vision research 47 (5), 634-672, 2007
512007
Seizure prediction: science fiction or soon to become reality?
DR Freestone, PJ Karoly, ADH Peterson, L Kuhlmann, A Lai, F Goodarzy, ...
Current neurology and neuroscience reports 15 (11), 73, 2015
442015
Electrical probing of cortical excitability in patients with epilepsy
DR Freestone, L Kuhlmann, DB Grayden, AN Burkitt, A Lai, TS Nelson, ...
Epilepsy & Behavior 22, S110-S118, 2011
432011
Epilepsyecosystem. org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG
L Kuhlmann, P Karoly, DR Freestone, BH Brinkmann, A Temko, ...
Brain 141 (9), 2619-2630, 2018
392018
Parameter and state estimation of nonlinear systems using a multi-observer under the supervisory framework
MS Chong, D Nešić, R Postoyan, L Kuhlmann
IEEE Transactions on Automatic Control 60 (9), 2336-2349, 2015
372015
A robust circle criterion observer with application to neural mass models
M Chong, R Postoyan, D Nešić, L Kuhlmann, A Varsavsky
Automatica 48 (11), 2986-2989, 2012
332012
Supervised learning in automatic channel selection for epileptic seizure detection
ND Truong, L Kuhlmann, MR Bonyadi, J Yang, A Faulks, O Kavehei
Expert Systems with Applications 86, 199-207, 2017
292017
The role of multiple-scale modelling of epilepsy in seizure forecasting
L Kuhlmann, DB Grayden, F Wendling, SJ Schiff
Journal of clinical neurophysiology: official publication of the American …, 2015
282015
Summation of spatiotemporal input patterns in leaky integrate-and-fire neurons: application to neurons in the cochlear nucleus receiving converging auditory nerve fiber input
L Kuhlmann, AN Burkitt, A Paolini, GM Clark
Journal of computational neuroscience 12 (1), 55-73, 2002
282002
Modulation of functional EEG networks by the NMDA antagonist nitrous oxide
L Kuhlmann, BL Foster, DTJ Liley
PloS one 8 (2), e56434, 2013
262013
Mechanisms of seizure propagation in 2-dimensional centre-surround recurrent networks
D Hall, L Kuhlmann
PLoS One 8 (8), e71369, 2013
252013
Alterations in the functional connectivity of frontal lobe networks preceding emergence delirium in children
JC Martin, DTJ Liley, AS Harvey, L Kuhlmann, JW Sleigh, AJ Davidson
Anesthesiology: The Journal of the American Society of Anesthesiologists 121 …, 2014
242014
A computational study of how orientation bias in the lateral geniculate nucleus can give rise to orientation selectivity in primary visual cortex
L Kuhlmann, TR Vidyasagar
Frontiers in systems neuroscience 5, 81, 2011
232011
A generalised seizure prediction with convolutional neural networks for intracranial and scalp electroencephalogram data analysis
ND Truong, AD Nguyen, L Kuhlmann, MR Bonyadi, J Yang, O Kavehei
arXiv preprint arXiv:1707.01976, 2017
222017
Patient-specific neural mass modeling-stochastic and deterministic methods
DR Freestone, L Kuhlmann, MS Chong, D Nešić, DB Grayden, P Aram, ...
Recent advances in predicting and preventing epileptic seizures, 63-82, 2013
202013
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