Towards Early Diagnosis of Epilepsy from EEG Data
暂无分享,去创建一个
Jochen Triesch | Diyuan Lu | Sebastian Bauer | Valentin Neubert | Lara Sophie Costard | Felix Rosenow
[1] Padhraic Smyth,et al. Linearly Combining Density Estimators via Stacking , 1999, Machine Learning.
[2] Petia Radeva,et al. SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks , 2018, MICCAI.
[3] Charles L. Wilson,et al. High‐frequency Oscillations after Status Epilepticus: Epileptogenesis and Seizure Genesis , 2004, Epilepsia.
[4] L. Sheintuch,et al. Electrocorticographic Dynamics as a Novel Biomarker in Five Models of Epileptogenesis , 2017, The Journal of Neuroscience.
[5] Joelle Pineau,et al. Learning Robust Features using Deep Learning for Automatic Seizure Detection , 2016, MLHC.
[6] Masoumeh Haghpanahi,et al. Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network , 2019, Nature Medicine.
[7] Nuno Vasconcelos,et al. Towards Universal Object Detection by Domain Attention , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[8] H. Haenssle,et al. Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists , 2018, Annals of oncology : official journal of the European Society for Medical Oncology.
[9] Cao Xiao,et al. EEGtoText: Learning to Write Medical Reports from EEG Recordings , 2019, MLHC.
[10] A. Pitkänen,et al. Generalized Seizures after Experimental Traumatic Brain Injury Occur at the Transition from Slow-Wave to Rapid Eye Movement Sleep. , 2017, Journal of neurotrauma.
[11] Mustafa Talha Avcu,et al. Seizure Detection Using Least Eeg Channels by Deep Convolutional Neural Network , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[12] W. Löscher. The holy grail of epilepsy prevention: Preclinical approaches to antiepileptogenic treatments , 2020, Neuropharmacology.
[13] J. Engel,et al. Past and Present Definitions of Epileptogenesis and Its Biomarkers , 2014, Neurotherapeutics.
[14] Terence O'Brien,et al. Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System , 2017, EBioMedicine.
[15] Jochen Triesch,et al. A Deep Residual Neural Network Based Framework for Epileptogenesis Detection in a Rodent Model with Single-Channel EEG Recordings , 2019, 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).
[16] Grant T. Harris,et al. Comparing Effect Sizes in Follow-Up Studies: ROC Area, Cohen's d, and r , 2005, Law and human behavior.
[17] R. S. Sloviter,et al. Classic hippocampal sclerosis and hippocampal‐onset epilepsy produced by a single “cryptic” episode of focal hippocampal excitation in awake rats , 2010, The Journal of comparative neurology.
[18] Li Fei-Fei,et al. Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[19] Christoph Reichert,et al. Convolutional Neural Networks for Decoding of Covert Attention Focus and Saliency Maps for EEG Feature Visualization , 2019 .
[20] Jian Sun,et al. Identity Mappings in Deep Residual Networks , 2016, ECCV.
[21] Asla Pitkänen,et al. Advances in the development of biomarkers for epilepsy , 2016, The Lancet Neurology.
[22] P. Kwan,et al. Early identification of refractory epilepsy. , 2000, The New England journal of medicine.
[23] Ana Catarina Fonseca,et al. Early EEG predicts poststroke epilepsy , 2018, Epilepsia open.
[24] Matthieu Cord,et al. Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection , 2018, NeurIPS.
[25] Trupti M. Kodinariya,et al. Review on determining number of Cluster in K-Means Clustering , 2013 .
[26] Xiaojun Bi,et al. Early Alzheimer's disease diagnosis based on EEG spectral images using deep learning , 2019, Neural Networks.
[27] J. Kjems,et al. Electrical stimulation of the ventral hippocampal commissure delays experimental epilepsy and is associated with altered microRNA expression , 2019, Brain Stimulation.
[28] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[29] Rui Cao,et al. Epileptic Seizure Detection Based on EEG Signals and CNN , 2018, Front. Neuroinform..
[30] Kilian Q. Weinberger,et al. Densely Connected Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[31] Philippe Ryvlin,et al. Epilepsy: new advances , 2015, The Lancet.
[32] Sinisa Todorovic,et al. Temporal Deformable Residual Networks for Action Segmentation in Videos , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[33] W. Löscher,et al. Changes of dimension of EEG/ECoG nonlinear dynamics predict epileptogenesis and therapy outcomes , 2019, Neurobiology of Disease.
[34] J. Sarnthein,et al. Human Intracranial High Frequency Oscillations (HFOs) Detected by Automatic Time-Frequency Analysis , 2014, PloS one.
[35] A. Bragin,et al. Pathologic electrographic changes after experimental traumatic brain injury , 2016, Epilepsia.