Levin Kuhlmann

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Mark CookUniversity of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
David GraydenDept. of Biomedical Engineering, University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
Anthony N. BurkittUniversity of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
David LileyThe University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
Michelle ChongAssistant Professor at Eindhoven University of Technology在 tue.nl 的電子郵件地址已通過驗證
Romain PostoyanCNRS, CRAN UMR 7039, Université de Lorraine在 univ-lorraine.fr 的電子郵件地址已通過驗證
Iven MareelsFederation University Australia在 federation.edu.au 的電子郵件地址已通過驗證
Simon VogrinSt Vincents Hospital Melbourne在 svha.org.au 的電子郵件地址已通過驗證
Alan LaiBionics Institute在 bionicsinstitute.org 的電子郵件地址已通過驗證
Jonathan MantonFuture Generation Professor, University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
Ennio MingollaNortheastern University, Department of Communication Sciences and Disorders在 neu.edu 的電子郵件地址已通過驗證
Stephen GrossbergWang Professor of Cognitive and Neural Systems, Boston University在 bu.edu 的電子郵件地址已通過驗證
Elma O'Sullivan-GreeneResearch Fellow, Department of Electrical & Electronic Engineering, The University of Melbourne在 unimelb.edu.au 的電子郵件地址已通過驗證
J SleighProfessor of Anaesthesiology, University of Auckland在 waikatodhb.health.nz 的電子郵件地址已通過驗證
Tarmo LippingTampere University of Technology在 tuni.fi 的電子郵件地址已通過驗證
Jens HaueisenFull Professor and chair of the Institute of Biomedical Engineering and Informatics, TU Ilmenau在 tu-ilmenau.de 的電子郵件地址已通過驗證
Antonio G PaoliniProfessor of Psychology, RMIT University在 rmit.edu.au 的電子郵件地址已通過驗證
Trichur VidyasagarProfessor, Dept of Optom & Vision Sci., Univ of Melbourne and Florey Institute of Neuroscience在 unimelb.edu.au 的電子郵件地址已通過驗證

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Levin Kuhlmann

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

在 monash.edu 的電子郵件地址已通過驗證 - 首頁

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


標題按引用次數排序按年份排序按標題排序	引用次數引用次數	年份
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	575	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	426	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	315	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	212	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	210	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	209	2020
A taxonomy of seizure dynamotypes ML Saggio, D Crisp, JM Scott, P Karoly, L Kuhlmann, M Nakatani, T Murai, ... Elife 9, e55632, 2020	119	2020
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020	102	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	101	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	96	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	92	2010
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	91	2017
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	79	2021
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	77	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	71	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	67	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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