Dr Levin Kuhlmann
Honorary (Principal Fellow)
Department of Medicine
133 Scholarly works
6 Projects
HIGHLIGHTS
2026
Journal article
Interictal Epileptiform Discharge Detection Through Probabilistic Diffusion Models with Maximization of Precision Recall Metrics
DOI: 10.1142/S01290657265002182026
Journal article
A neural mass modelling framework for evaluating EEG source localisation of seizure activity.
DOI: 10.1088/1741-2552/ae80fb2026
Journal article
Seizure forecasting with multiple timescales and features
DOI: 10.1002/epi.700762026
Journal article
An attributed multiplex network enabled GNN-based stock predictor with observable and non-observable information
DOI: 10.1016/j.eswa.2025.1290182026
Book Chapter
A Novel Vision-Based Transformer for Seizure Detection with Multi-biosignals
DOI: 10.1007/978-981-95-6888-8_72026
Journal article
ARROW: Augmented Replay for RObust World models
2026
Conference Proceedings
Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks
DOI: 10.1007/978-981-95-4972-6_25
RECENT SCHOLARLY WORKS
2026
Book Chapter
Deep learning for neurodevelopmental and psychiatric disorders
DOI: 10.1016/B978-0-443-41459-6.00003-12026
Journal article
Structural Eigenmodes of the Brain to Improve the Source Localization of EEG: Application to Epileptiform Activity
DOI: 10.1002/advs.2025168022025
Journal article
Cortical connectivity, local dynamics and stability correlates of global conscious states
DOI: 10.1038/s42003-025-08782-6
RECENT PROJECTS
2014
Research Grant
Advanced Epileptic Seizure Warning Methods
2014
Internal Research Grant
IWSP7 Satellite Meeting on Australian-German Epilepsy Research Collaboration
Internal Research Grant
EEG-based Localisation of Seizure-Like Activity in the Epileptic Brain
2008
Research Grant
Extending Communication for Patients With Post-Coma Unresponsiveness
2008
Internal Research Grant
Multi-Modal Neuroimaging Using Combined EEG/fMRI for Epilepsy