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Cardiology | Electrophysiology Role of deep learning methods in screening for subcutaneous implantable cardioverter defibrillator in heart failure. December 16, 2022
Cardiology | Electrophysiology Non-invasive localization of post-infarct ventricular tachycardia exit sites to guide ablation planning: a computational deep learning platform utilizing the 12-lead electrocardiogram and intracardiac electrograms from implanted devices. November 12, 2022
Cardiology | Electrophysiology Identification of Patients with Potential Atrial Fibrillation during Sinus Rhythm Using Isolated P Wave Characteristics from 12-Lead ECGs. October 30, 2022
Cardiology | Electrophysiology Electrocardiogram classification using TSST-based spectrogram and ConViT. October 28, 2022
Electrophysiology | Neurology A streamable large-scale clinical EEG dataset for Deep Learning. October 14, 2022
Electrophysiology | Medical Imaging | Neurology Residual one-dimensional convolutional neural network for neuromuscular disorder classification from needle electromyography signals with explainability. October 3, 2022
Control theory | Electrophysiology | Neurology Online Learning Koopman Operator for Closed-Loop Electrical Neurostimulation in Epilepsy. September 28, 2022
Cardiology | Electrophysiology | Machine Learning Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes. September 8, 2022
Cardiology | Electrophysiology Atrioventricular Synchronization for Detection of Atrial Fibrillation and Flutter in One to Twelve ECG Leads Using a Dense Neural Network Classifier. August 26, 2022
Electrophysiology | Neurology Multilevel Feature Learning Method for Accurate Interictal Epileptiform Spike Detection. July 25, 2022
Cardiology | Computational Medicine | Electrophysiology Physics-constrained deep active learning for spatiotemporal modeling of cardiac electrodynamics. June 25, 2022