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 | 498 | 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 | 366 | 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 | 248 | 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 | 193 | 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 | 183 | 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 | 175 | 2020 |
A taxonomy of seizure dynamotypes ML Saggio, D Crisp, JM Scott, P Karoly, L Kuhlmann, M Nakatani, T Murai, ... Elife 9, e55632, 2020 | 105 | 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 | 88 | 2010 |
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020 | 82 | 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 | 81 | 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 | 80 | 2017 |
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 | 79 | 2019 |
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 | 72 | 2015 |
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 | 65 | 2009 |
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 | 64 | 2018 |
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 |
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 |
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 | 58 | 2014 |
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 | 55 | 2007 |
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 | 52 | 2021 |