Levin Kuhlmann

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Mark CookUniversity of MelbourneVerified email at unimelb.edu.au
David GraydenDept. of Biomedical Engineering, University of MelbourneVerified email at unimelb.edu.au
Dean FreestoneSeer MedicalVerified email at seermedical.com
Anthony N. BurkittUniversity of MelbourneVerified email at unimelb.edu.au
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneVerified email at unimelb.edu.au
Iven MareelsIBM A/NZ & Honorary Professor at The University of MelbourneVerified email at au1.ibm.com
Michelle ChongAssistant Professor at Eindhoven University of TechnologyVerified email at tue.nl
Romain PostoyanCNRS, CRAN UMR 7039, Université de LorraineVerified email at univ-lorraine.fr
David LileyThe University of MelbourneVerified email at unimelb.edu.au
Simon VogrinSt Vincents Hospital MelbourneVerified email at svha.org.au
Alan LaiBionics InstituteVerified email at bionicsinstitute.org
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
Ennio MingollaNortheastern University, Department of Communication Sciences and DisordersVerified email at neu.edu
Stephen GrossbergWang Professor of Cognitive and Neural Systems, Boston UniversityVerified email at bu.edu
Jonathan MantonFuture Generation Professor, University of MelbourneVerified email at unimelb.edu.au
Antonio G PaoliniProfessor of Psychology, RMIT UniversityVerified email at rmit.edu.au
Elma O'Sullivan-GreeneResearch Fellow, Department of Electrical & Electronic Engineering, The University of MelbourneVerified email at unimelb.edu.au
J SleighProfessor of Anaesthesiology, University of AucklandVerified email at waikatodhb.health.nz
Tarmo LippingTampere University of TechnologyVerified email at tuni.fi
A. Simon HarveyNeurologist and Epileptologist, Royal Children's Hospital, Melbourne, AustraliaVerified email at rch.org.au

Levin Kuhlmann

Senior Lecturer in Data Science and Digital Health, Faculty of Information Technology, Monash

Verified email at monash.edu - Homepage

Data Science Digital Health Neuro-engineering Epilepsy Anaesthesia and Consciousness


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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	143	2018
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	118	2018
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	99	2017
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	67	2010
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	66	2018
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	57	2009
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	53	2007
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), 1-9, 2015	50	2015
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	49	2011
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	41	2015
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	41	2012
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	38	2017
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	36	2017
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 121 (4), 740-752, 2014	32	2014
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	29	2015
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	28	2002
Mechanisms of seizure propagation in 2-dimensional centre-surround recurrent networks D Hall, L Kuhlmann PLoS One 8 (8), e71369, 2013	27	2013
Modulation of functional EEG networks by the NMDA antagonist nitrous oxide L Kuhlmann, BL Foster, DTJ Liley PloS one 8 (2), e56434, 2013	27	2013
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	25	2011
Critical slowing down as a biomarker for seizure susceptibility MI Maturana, C Meisel, K Dell, PJ Karoly, W D’Souza, DB Grayden, ... Nature communications 11 (1), 1-12, 2020	23	2020

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