Levin Kuhlmann

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	Wszystkie	Od 2019
Cytowania	4234	3629
h-indeks	32	27
i10-indeks	62	53

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Mark CookUniversity of MelbourneZweryfikowany adres z unimelb.edu.au
David GraydenDept. of Biomedical Engineering, University of MelbourneZweryfikowany adres z unimelb.edu.au
Anthony N. BurkittUniversity of MelbourneZweryfikowany adres z unimelb.edu.au
David LileyThe University of MelbourneZweryfikowany adres z unimelb.edu.au
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneZweryfikowany adres z unimelb.edu.au
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneZweryfikowany adres z unimelb.edu.au
Michelle ChongAssistant Professor at Eindhoven University of TechnologyZweryfikowany adres z tue.nl
Romain PostoyanCNRS, CRAN UMR 7039, Université de LorraineZweryfikowany adres z univ-lorraine.fr
Iven MareelsFederation University AustraliaZweryfikowany adres z federation.edu.au
Simon VogrinSt Vincents Hospital MelbourneZweryfikowany adres z svha.org.au
Alan LaiBionics InstituteZweryfikowany adres z bionicsinstitute.org
Jonathan MantonFuture Generation Professor, University of MelbourneZweryfikowany adres z unimelb.edu.au
Ennio MingollaNortheastern University, Department of Communication Sciences and DisordersZweryfikowany adres z neu.edu
Stephen GrossbergWang Professor of Cognitive and Neural Systems, Boston UniversityZweryfikowany adres z bu.edu
Elma O'Sullivan-GreeneResearch Fellow, Department of Electrical & Electronic Engineering, The University of MelbourneZweryfikowany adres z unimelb.edu.au
J SleighProfessor of Anaesthesiology, University of AucklandZweryfikowany adres z waikatodhb.health.nz
Tarmo LippingTampere University of TechnologyZweryfikowany adres z tuni.fi
Antonio G PaoliniProfessor of Psychology, RMIT UniversityZweryfikowany adres z rmit.edu.au
Jens HaueisenFull Professor and chair of the Institute of Biomedical Engineering and Informatics, TU IlmenauZweryfikowany adres z tu-ilmenau.de
Trichur VidyasagarProfessor, Dept of Optom & Vision Sci., Univ of Melbourne and Florey Institute of NeuroscienceZweryfikowany adres z unimelb.edu.au

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Levin Kuhlmann

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

Zweryfikowany adres z monash.edu - Strona główna

Data Science AI Digital Health and Neuro-engineering Epilepsy Anaesthesia and Consciousness


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	551	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	413	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	296	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	208	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	205	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	204	2020
A taxonomy of seizure dynamotypes ML Saggio, D Crisp, JM Scott, P Karoly, L Kuhlmann, M Nakatani, T Murai, ... Elife 9, e55632, 2020	115	2020
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020	100	2020
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	94	2019
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
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	90	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	88	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	75	2015
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	74	2021
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	70	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
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	65	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	62	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	60	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	57	2012

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