BISA-P1.5
A LIGHTWEIGHT AUTOENCODER MODEL FOR EPILEPTIC SEIZURE DETECTION
Raja Mourad, University of Rennes, France; Ahmad Diab, Zaher Merhi, Lebanese International University, Lebanon; Mohamad Khalil, Lebanese University, Lebanon; Regine Le Bouquin Jeannes, University of Rennes, France
Session:
BISA-P1: Biomedical Signal and Image Analytics: Applications in Neurology Poster
Track:
BISA - Biomedical Image & Signal Analytics
Location:
Poster Area A
Presentation Time:
Tue, 9 Sep, 14:00 - 15:40 Italy Time (UTC +2)
Session Chair:
Sergio Benini,
Presentation
Discussion
Resources
No resources available.
Session BISA-P1
BISA-P1.1: CARDIOVASCULAR ARTIFACT REMOVAL FOR UNBIASED ANALYSIS OF INTRACORTICAL EEG SIGNALS
Dario Milea, Vincenzo Catrambone, Gaetano Valenza, University of Pisa, Italy
BISA-P1.2: IDENTIFYING ALZHEIMER’S DISEASE PREDICTION STRATEGIES OF CONVOLUTIONAL NEURAL NETWORK CLASSIFIERS USING R2* MAPS AND SPECTRAL CLUSTERING
Christian Tinauer, Maximilian Sackl, Stefan Ropele, Christian Langkammer, Medical University of Graz, Austria
BISA-P1.3: Integrating Functional and Structural Brain Connectomes: a novel multilayer graphs framework for Alzheimer's disease classification
Carlo Ferritto, Univ Rennes, CNRS, Inria, Inserm, IRISA UMR 6074, EMPENN — ERL U 1228, France; Giulia Lioi, IMT Atlantique, Lab-STICC UMR CNRS 6285, France; Pierre-Yves Jonin, Neurology Department, Rennes University Hospital, France; Julie Coloigner, Univ Rennes, CNRS, Inria, Inserm, IRISA UMR 6074, EMPENN — ERL U 1228, France
BISA-P1.4: Frontal EEG-FNIRS Classification for Bipolar Disorder Diagnosis
Inès Tahir, Anne Planat-Chrétien, Commissariat à l'énergie atomique et aux énergies alternatives, France; Antoine Bertrand, Mircea Polosan, Centre Hospitalier Universitaire, France
BISA-P1.5: A LIGHTWEIGHT AUTOENCODER MODEL FOR EPILEPTIC SEIZURE DETECTION
Raja Mourad, University of Rennes, France; Ahmad Diab, Zaher Merhi, Lebanese International University, Lebanon; Mohamad Khalil, Lebanese University, Lebanon; Regine Le Bouquin Jeannes, University of Rennes, France
BISA-P1.6: Forecasting Individual Seizure Risk in Neonatal Hypoxic-ischemic Encephalopathy Using Machine Learning
Jovana Kljajic, Faculty of Technical Sciences, University of Novi Sad, Serbia; Marija Djermanovic, Slobodan Spasojevic, Faculty of Medicine, University of Novi Sad, Institute for Child and Youth Health Care of Vojvodina, Serbia; Tamara Skoric, Faculty of Technical Sciences, University of Novi Sad, Serbia
BISA-P1.7: Data-driven identification of functional network changes in Neurofeedback stroke rehabilitation: A clinical validation of network-based statistics
Alix Lamouroux, IMT Atlantique, France; Julie Coloigner, Pierre Maurel, Univ Rennes, Inria, France; Nicolas Farrugia, IMT Atlantique, France; Isabelle Bonan, Univ Rennes, Inria, France; Giulia Lioi, IMT Atlantique, France