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Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures

Fernando Pérez-García, Catherine Scott, Rachel Sparks, Beate Diehl, Sébastien Ourselin

2021Lecture notes in computer science21 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligenceConvolutional neural networkRecurrent neural networkGestureTransfer of learningDeep learningEpilepsyPattern recognition (psychology)Sequence (biology)Reliability (semiconductor)Machine learningArtificial neural networkFrame (networking)Feature extractionSequence learningTransfer (computing)Task analysisEpileptic seizureLong short term memoryVisualizationQualitative analysisDeep neural networksEEG and Brain-Computer InterfacesEpilepsy research and treatmentHuman Pose and Action Recognition