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L. Kuhlmann · SciRah

Researcher profile · Semantic Scholar

L. Kuhlmann

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L. Kuhlmann — researcher profile on SciRah

h-index: 33
Works: 170
Citations: 4,628

Most-cited papers

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review
Khansa Rasheed, A. Qayyum, Junaid Qadir, Shobi Sivathamboo +4 more
2020IEEE Reviews in Biomedical Engineering339 citations Open access
Semantic Scholar
Critical slowing down as a biomarker for seizure susceptibility
Matias I. Maturana, C. Meisel, Katrina L. Dell, P. Karoly +9 more
2020Nature Communications237 citations Open access
Semantic Scholar
A taxonomy of seizure dynamotypes
M. L. Saggio, Dakota N. Crisp, J. Scott, P. Karoly +12 more
2020bioRxiv122 citations Open access
Semantic Scholar
Forecasting cycles of seizure likelihood
P. Karoly, M. Cook, Matias I. Maturana, E. Nurse +9 more
2019Epilepsia108 citations Open access
Semantic Scholar
EEG datasets for seizure detection and prediction— A review
Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, Scott Barnett +8 more
2023Epilepsia Open103 citations Open access
Semantic Scholar
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction
Khansa Rasheed, Junaid Qadir, Terence J. O'Brien, L. Kuhlmann +1 more
2020IEEE transactions on neural systems and rehabilitation engineering95 citations Open access
Semantic Scholar
Epileptic Seizure Forecasting With Generative Adversarial Networks
N. D. Truong, L. Kuhlmann, M. Bonyadi, D. Querlioz +2 more
2019IEEE Access95 citations Open access
Semantic Scholar
Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation
Katrina L. Dell, Daniel E Payne, V. Kremen, Matias I. Maturana +13 more
2021EClinicalMedicine60 citations Open access
Semantic Scholar
Integer Convolutional Neural Network for Seizure Detection
N. D. Truong, Anh Duy Nguyen, L. Kuhlmann, M. Bonyadi +3 more
2018IEEE Journal on Emerging and Selected Topics in Circuits and Systems56 citations
Semantic Scholar
Neurodesk: An accessible, flexible, and portable data analysis environment for reproducible neuroimaging
A. Renton, T. Dao, Tom Johnstone, Oren Civier +44 more
2023bioRxiv46 citations Open access
Semantic Scholar
Association of Short-term Heart Rate Variability and Sudden Unexpected Death in Epilepsy
Shobi Sivathamboo, Daniel Friedman, J. Laze, Russell Nightscales +10 more
2021Neurology45 citations
Semantic Scholar
Neurodesk: an accessible, flexible and portable data analysis environment for reproducible neuroimaging
A. Renton, T. Dao, Tom Johnstone, Oren Civier +48 more
2024Nature Methods38 citations Open access
Semantic Scholar
Deep learning for automated epileptiform discharge detection from scalp EEG: A systematic review
Nhu Duong, M. Janmohamed, A. Antonic-Baker, P. Perucca +5 more
2022Journal of Neural Engineering37 citations
Semantic Scholar
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction
Ramy Hussein, M. O. Ahmed, R. Ward, Z. J. Wang +2 more
2019arXiv.org31 citations
Semantic Scholar
Identifying seizure risk factors: A comparison of sleep, weather, and temporal features using a Bayesian forecast
Daniel E Payne, Katrina L. Dell, P. Karoly, V. Kremen +6 more
2020Epilepsia30 citations Open access
Semantic Scholar
Predicting epileptic seizures using nonnegative matrix factorization
Olivera Stojanović, L. Kuhlmann, G. Pipa
2019PLoS ONE29 citations Open access
Semantic Scholar
Seizure forecasting: Where do we stand?
R. Andrzejak, H. Zaveri, A. Schulze-Bonhage, Marc G. Leguia +4 more
2023Epilepsia28 citations Open access
Semantic Scholar
Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study
Yu Liu, Shobi Sivathamboo, Peter Goodin, Paul Bonnington +5 more
2020Australasian Computer Science Week28 citations
Semantic Scholar
Ensembling crowdsourced seizure prediction algorithms using long‐term human intracranial EEG
Chip Reuben, P. Karoly, D. Freestone, A. Temko +17 more
2019Epilepsia27 citations
Semantic Scholar
EEG based automated seizure detection - A survey of medical professionals.
Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, S. Barnett +6 more
2023Epilepsy & Behavior26 citations Open access
Semantic Scholar
Multi-Center Evaluation of Gel-Based and Dry Multipin EEG Caps
C. R. Ng, P. Fiedler, L. Kuhlmann, D. Liley +9 more
2022Italian National Conference on Sensors26 citations Open access
Semantic Scholar
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection
Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, S. Barnett +6 more
2025Biomedical Signal Processing and Control25 citations Open access
Semantic Scholar
Viability of Preictal High-Frequency Oscillation Rates as a Biomarker for Seizure Prediction
J. Scott, S. Gliske, L. Kuhlmann, W. Stacey
2021Frontiers in Human Neuroscience24 citations Open access
Semantic Scholar
Moving the field forward: detection of epileptiform abnormalities on scalp electroencephalography using deep learning—clinical application perspectives
M. Janmohamed, Nhu Duong, L. Kuhlmann, Amanda K Gilligan +4 more
2022Brain Communications23 citations Open access
Semantic Scholar
Towards a comprehensive pipeline to identify and functionally annotate long noncoding RNA (lncRNA)
Y. Ramakrishnaiah, L. Kuhlmann, S. Tyagi
2020Comput. Biol. Medicine23 citations Open access
Semantic Scholar
A Two-Layer LSTM Deep Learning Model for Epileptic Seizure Prediction
Shiva Maleki Varnosfaderani, Rihat Rahman, Nabil J. Sarhan, L. Kuhlmann +3 more
2021International Conference on Artificial Intelligence Circuits and Systems22 citations
Semantic Scholar
Preferences and User Experiences of Wearable Devices in Epilepsy
Shobi Sivathamboo, Nhu Duong, L. Piccenna, Anthony Yang +9 more
2022Neurology17 citations
Semantic Scholar
Automated Interictal Epileptiform Discharge Detection From Scalp EEG Using Scalable Time-series Classification Approaches
D. Nhu, M. Janmohamed, L. Shakhatreh, O. Gonen +6 more
2022medRxiv16 citations Open access
Semantic Scholar
A Multimodal Dataset and Evaluation for Feature Estimators of Temporal Phases of Anxiety
Hashini Senaratne, L. Kuhlmann, Kirsten Ellis, Glenn Melvin +1 more
2021International Conference on Multimodal Interaction15 citations Open access
Semantic Scholar
Critical slowing as a biomarker for seizure susceptibility
Matias I. Maturana, C. Meisel, Katrina L. Dell, P. Karoly +9 more
2019bioRxiv15 citations Open access
Semantic Scholar
Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm
Yun Zhao, Mario Boley, A. Pelentritou, P. Karoly +6 more
2022NeuroImage14 citations Open access
Semantic Scholar
Postictal suppression and seizure durations: A patient‐specific, long‐term iEEG analysis
Daniel E Payne, P. Karoly, D. Freestone, Ray C. Boston +5 more
2018Epilepsia14 citations Open access
Semantic Scholar
General and patient-specific seizure classification using deep neural networks
Yasmin M. Massoud, Mennatallah Abdelzaher, L. Kuhlmann, Mohamed A. Abd El Ghany
2023Analog Integrated Circuits and Signal Processing13 citations Open access
Semantic Scholar
Brain model state space reconstruction using an LSTM neural network
Yue-Yang Liu, A. Soto-Breceda, P. Karoly, D. Grayden +4 more
2023Journal of Neural Engineering12 citations Open access
Semantic Scholar
Source-level Cortical Power Changes for Xenon and Nitrous Oxide–induced Reductions in Consciousness in Healthy Male Volunteers
A. Pelentritou, L. Kuhlmann, J. Cormack, S. McGuigan +3 more
2020Anesthesiology12 citations
Semantic Scholar
Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning
Mladen Raković, Yu-Heng Li, Navid Mohammadi Foumani, Mahsa Salehi +8 more
2024International Conference on Learning Analytics and Knowledge10 citations Open access
Semantic Scholar
Seizure Susceptibility Prediction in Uncontrolled Epilepsy
N. D. Truong, Yikai Yang, C. Maher, L. Kuhlmann +3 more
2021Frontiers in Neurology10 citations Open access
Semantic Scholar
Coherent False Seizure Prediction in Epilepsy, Coincidence or Providence?
Jens Müller, Hong-Liu Yang, Matthias Eberlein, G. Leonhardt +3 more
2021Clinical Neurophysiology10 citations Open access
Semantic Scholar
Graph Convolutional Network For Generalized Epileptiform Abnormality Detection On EEG
D. Nhu, M. Janmohamed, P. Perucca, A. Gilligan +4 more
2021IEEE Signal Processing in Medicine and Biology Symposium10 citations
Semantic Scholar
An attributed multiplex network enabled GNN-based stock predictor with observable and non-observable information
Zhi-Peng Liu, Pei-Bo Duan, Qi Chu, L. Kuhlmann +4 more
2025Expert systems with applications9 citations
Semantic Scholar
Interictal spike localization for epilepsy surgery using magnetoencephalography beamforming.
Rui Li, C. Plummer, Simon J. Vogrin, W. Woods +5 more
2021Clinical Neurophysiology9 citations
Semantic Scholar
Computationally Efficient Epileptic Seizure Prediction based on Extremely Randomised Trees
S. Wong, L. Kuhlmann
2020Australasian Computer Science Week9 citations Open access
Semantic Scholar
Parallel boosting neural network with mutual information for day-ahead solar irradiance forecasting
Ubaid Ahmed, Anzar Mahmood, Ahsan Raza Khan, L. Kuhlmann +4 more
2025Scientific Reports8 citations Open access
Semantic Scholar
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions
Yun Zhao, Felix Luong, Simon Teshuva, A. Pelentritou +5 more
2023International Journal of Neural Systems8 citations
Semantic Scholar
Cortical stability and chaos during focal seizures: insights from inference-based modeling
Yun Zhao, D. Grayden, M. Boley, Yueyang Liu +3 more
2025Journal of Neural Engineering7 citations Open access
Semantic Scholar
Augmenting Replay in World Models for Continual Reinforcement Learning
Lu Yang, L. Kuhlmann, Gideon Kowadlo
2024arXiv.org6 citations
Semantic Scholar
Linc2function: A Comprehensive Pipeline and Webserver for Long Non-Coding RNA (lncRNA) Identification and Functional Predictions Using Deep Learning Approaches
Y. Ramakrishnaiah, A. Morris, J. Dhaliwal, Melcy Philip +2 more
2023Epigenomes6 citations Open access
Semantic Scholar
Enhanced Extra Trees Classifier for Epileptic Seizure Prediction
Maurice Ntahobari, L. Kuhlmann, Mario Boley, Z. R. Hesabi
20222022 5th International Conference on Signal Processing and Information Security (ICSPIS)6 citations
Semantic Scholar
Hardware implementation of deep neural network for seizure prediction
Yasmin M. Massoud, Ahmad A. Ahmad, Mennatallah Abdelzaher, L. Kuhlmann +1 more
2023AEU - International Journal of Electronics and Communications5 citations
Semantic Scholar
ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks
Kai Sun, Pei-Bo Duan, L. Kuhlmann, Beilun Wang +1 more
2025International Joint Conference on Artificial Intelligence4 citations
Semantic Scholar

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