Neurology

Seizures

Latest AI and machine learning research in seizures for healthcare professionals.

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Conditional generative adversarial networks applied to EEG data can inform about the inter-relation of antagonistic behaviors on a neural level.

Goal-directed actions frequently require a balance between antagonistic processes (e.g., executing a...

Feb 2022 35190692
Characterizing Brain Signals for Epileptic Pre-ictal Signal Classification.

Epilepsy is a kind of neurological disorder characterized by recurrent epileptic seizures. While it ...

Feb 2022 35308952
An EEG Classification-Based Method for Single-Trial N170 Latency Detection and Estimation.

Event-related potentials (ERPs) can reflect the high-level thinking activities of the brain. In ERP ...

Feb 2022 35222689
Towards a universal and privacy preserving EEG-based authentication system.

EEG-based authentication has gained much interest in recent years. However, despite its growing appe...

Feb 2022 35169248
Epileptic Seizure Detection with Hybrid Time-Frequency EEG Input: A Deep Learning Approach.

The precise detection of epileptic seizure helps to prevent the serious consequences of seizures. As...

Feb 2022 35211188
Research on Emotion Recognition of EEG Signal Based on Convolutional Neural Networks and High-Order Cross-Analysis.

Emotion recognition means the automatic identification of a human's emotional state by obtaining his...

Feb 2022 35211254
Automated detection of clinical depression based on convolution neural network model.

As a common mental disorder, depression is placing an increasing burden on families and society. How...

Feb 2022 35142145
Raster plots machine learning to predict the seizure liability of drugs and to identify drugs.

In vitro microelectrode array (MEA) assessment using human induced pluripotent stem cell (iPSC)-deri...

Feb 2022 35145132
Scalp EEG-Based Pain Detection Using Convolutional Neural Network.

Pain is an integrative phenomenon coupled with dynamic interactions between sensory and contextual p...

Feb 2022 35089860
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals.

Recently, researchers in the biomedical community have introduced deep learning-based epileptic seiz...

Feb 2022 34314363
A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG.

Interictal High Frequency Oscillations (HFO) are measurable in scalp EEG. This development has arous...

Feb 2022 35110665
Investigating EEG-based functional connectivity patterns for multimodal emotion recognition.

Previous studies on emotion recognition from electroencephalography (EEG) mainly rely on single-chan...

Jan 2022 35094982
Continuous Scoring of Depression From EEG Signals via a Hybrid of Convolutional Neural Networks.

Depression score is traditionally determined by taking the Beck depression inventory (BDI) test, whi...

Jan 2022 35030081
Deep-learning online EEG decoding brain-computer interface using error-related potentials recorded with a consumer-grade headset.

Brain-computer interfaces (BCIs) allow subjects with sensorimotor disability to interact with the en...

Jan 2022 35038681
Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation.

Cognitive workload recognition is pivotal to maintain the operator's health and prevent accidents in...

Jan 2022 34986098
A simulation study to investigate the use of concentric tube robots for epilepsy surgery.

PURPOSE: Patients with pharmacoresistant refractory epilepsy may require epilepsy surgery to prevent...

Jan 2022 35084537
A gradient-based automatic optimization CNN framework for EEG state recognition.

. The electroencephalogram (EEG) signal, as a data carrier that can contain a large amount of inform...

Jan 2022 34883472
Ontology-based identification and prioritization of candidate drugs for epilepsy from literature.

BACKGROUND: Drug repurposing can improve the return of investment as it finds new uses for existing ...

Jan 2022 35073996
Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches.

Epileptic seizures occur due to brain abnormalities that can indirectly affect patient's health. It ...

Jan 2022 35096136
Artificial intelligence for medical image analysis in epilepsy.

Given improvements in computing power, artificial intelligence (AI) with deep learning has emerged a...

Jan 2022 35364483
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