Levin Kuhlmann

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

Suivre

Levin Kuhlmann

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

Adresse e-mail validée de monash.edu - Page d'accueil

Data Science Digital Health Neuro-engineering Epilepsy Anaesthesia and Consciousness


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	249	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	204	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	132	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	109	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	68	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	61	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	59	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	51	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	42	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
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	33	2015

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