Levin Kuhlmann

Cited by

	All	Since 2019
Citations	4022	3427
h-index	32	26
i10-index	60	51

860

430

215

645

20102011201220132014201520162017201820192020202120222023202410 17 34 45 45 55 67 102 161 256 376 660 707 842 579

Public access

View all

45 articles

6 articles

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
Anthony N. BurkittUniversity of MelbourneVerified email at unimelb.edu.au
David LileyThe University of MelbourneVerified email at unimelb.edu.au
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneVerified email at unimelb.edu.au
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
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
Iven MareelsFederation University AustraliaVerified email at federation.edu.au
Simon VogrinSt Vincents Hospital MelbourneVerified email at svha.org.au
Alan LaiBionics InstituteVerified email at bionicsinstitute.org
Jonathan MantonFuture Generation Professor, 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
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
Antonio G PaoliniProfessor of Psychology, RMIT UniversityVerified email at rmit.edu.au
Jens HaueisenFull Professor and chair of the Institute of Biomedical Engineering and Informatics, TU IlmenauVerified email at tu-ilmenau.de
Trichur VidyasagarProfessor, Dept of Optom & Vision Sci., Univ of Melbourne and Florey Institute of NeuroscienceVerified email at unimelb.edu.au

Levin Kuhlmann

Associate Professor in Data Science, AI and Digital Health, Faculty of Information Technology

Verified email at monash.edu - Homepage

Data Science AI Digital Health and 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	530	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	385	2018
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	278	2020
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	203	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	195	2018
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), 2172, 2020	189	2020
A taxonomy of seizure dynamotypes ML Saggio, D Crisp, JM Scott, P Karoly, L Kuhlmann, M Nakatani, T Murai, ... Elife 9, e55632, 2020	109	2020
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020	94	2020
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	91	2010
Epileptic seizure forecasting with generative adversarial networks ND Truong, L Kuhlmann, MR Bonyadi, D Querlioz, L Zhou, O Kavehei IEEE Access 7, 143999-144009, 2019	90	2019
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	87	2017
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	85	2017
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, 1-9, 2015	73	2015
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	68	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, 2129-2145, 2009	68	2009
A generative model to synthesize EEG data for epileptic seizure prediction K Rasheed, J Qadir, TJ O’Brien, L Kuhlmann, A Razi IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 2322-2332, 2021	66	2021
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	63	2015
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	60	2014
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	59	2011
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	56	2012

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

Cited by

Co-authors