Levin Kuhlmann

Cited by

	All	Since 2017
Citations	2138	1828
h-index	27	24
i10-index	44	38

680

340

170

510

200720082009201020112012201320142015201620172018201920202021202213 10 6 10 17 32 44 43 53 66 103 176 244 364 672 262

Public access

View all

30 articles

1 article

available

not available

Based on funding mandates

Co-authors

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
David LileyThe 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
Simon VogrinSt Vincents Hospital MelbourneVerified email at svha.org.au
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
Alan LaiBionics InstituteVerified email at bionicsinstitute.org
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
Elma O'Sullivan-GreeneResearch Fellow, Department of Electrical & Electronic Engineering, The University of MelbourneVerified email at unimelb.edu.au
Antonio G PaoliniProfessor of Psychology, RMIT UniversityVerified email at rmit.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


Title Sort by citations Sort by year Sort by 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	252	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	206	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	133	2017
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	110	2018
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	78	2010
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	70	2020
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	63	2009
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	62	2015
Machine learning for predicting epileptic seizures using EEG signals: A review K Rasheed, A Qayyum, J Qadir, S Sivathamboo, P Kwan, L Kuhlmann, ... IEEE Reviews in Biomedical Engineering 14, 139-155, 2020	60	2020
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	58	2017
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	55	2011
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
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	52	2017
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	49	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	45	2012
A taxonomy of seizure dynamotypes ML Saggio, D Crisp, JM Scott, P Karoly, L Kuhlmann, M Nakatani, T Murai, ... Elife 9, e55632, 2020	44	2020
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020	43	2020
Integer convolutional neural network for seizure detection ND Truong, AD Nguyen, L Kuhlmann, MR Bonyadi, J Yang, S Ippolito, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (4 …, 2018	39	2018
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	35	2014
Semi-supervised seizure prediction with generative adversarial networks ND Truong, L Zhou, O Kavehei 2019 41st Annual International Conference of the IEEE Engineering in …, 2019	33	2019

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors