How can #AI make seizure detection more transparent? 🧠
Explore how a Variational Autoencoder helps interpret #SEEG data for #Epilepsy care — blending precision and explainability.
👉 Read more: www.neuroelectrics.com/blog/variati...
#SeizureDetection #DeepLearning #InterpretableAI #Neurotech
New Special Issue in Epilepsia: AI, Wearables & Digital Health in Epilepsy
🔗 onlinelibrary.wiley.com/toc/15281167...
#Epilepsia #EpilepsyResearch #DigitalHealth #AI #Wearables #SeizureDetection #PatientCare #epilepsy #ILAE
EvoBrain Introduces Dynamic EEG Graph Model for Improved Seizure Detection
EvoBrain, a new AI model that treats EEG data as evolving graphs, boosts seizure detection performance by 23% AUROC and 30% F1 score on benchmark datasets. getnews.me/evobrain-introduces-dyna... #evobrain #eeg #seizuredetection
Ultra-long-term sqEEG monitoring was feasible and well-accepted over a median of 438 days.
doi.org/10.1111/epi....
#epilepsy #epilepsia #ILAE #mobilehealth #seizuredetection #subcutaneousEEG
Wondering how our smart detection works? 🤔
From detecting seizure-like movements and falls to ensuring smartwatch compatibility, we have the answers.
Check out our FAQ here
👉 www.mymedicwatch.com/faq/
#HealthTech #SmartSafety #SeizureDetection #SeizureAlert #FallDetection #FallAlert
📰 'Enhancing Seizure Detection Accuracy in Wearable EEG Devices Using Deep Learning Algorithms' - a new article published in the Journal of #DisabilityResearch on #ScienceOpen:
👉 www.scienceopen.com/hosted-docum...
🖇️ #SeizureDetection #WearableTech #EEG #DeepLearning #Epilepsy #AIinHealthcare
A smart shirt was used to detect focal impaired awareness seizures (FIAS).
doi.org/10.1002/epi4...
#epilepsy #eplepsiaopen #ILAE #focalimpairedawarenessseizures #machinelearning #physiologicalsignals #seizuredetection #timeseriesprocessing #wearables
Our results offer guidance for EEG preprocessing choices to advance the treatment of drug-resistant focal epilepsy.
doi.org/10.1111/epi....
#epilepsy #epilepsia #ILAE #closedloopneurostimulation #drugresistantepilepsy #EEG #energyconsumption #neuralnetworks #seizuredetection
We present an artificial neural network algorithm for seizure detection in mice and rats.
doi.org/10.1002/epi4...
#epilepsy #ilae #epilepsiaopen #artificialneuralnetwork #featureextraction #intracranialEEG #rodentmodels #seizuredetection
A novel deep learning approach was developed to detect convulsive seizures (CSs) using wrist accelerometer amplitude data.
doi.org/10.1111/epi....
#epilepsy #ILAE #epilepsia #deeplearning #seizures #tonicclonicseizure #seizuredetection #wearable
Key point: We evaluate a video-based 3D CNN for seizure detection in patients undergoing evaluation in an EMU at two large academic hospitals.
doi.org/10.1111/epi....
#epilepsy #ilae #epilepsia #machinelearning #neuralnetwork #seizuredetection #video
Key point: The reduced-channel algorithm detected ≥10-s electrographic seizures with event-level sensitivity of 86.2% and .162 FP/h.
doi.org/10.1111/epi....
#epilepsy #epilepsia #ilae #EEG #electroencephalography #machinelearning #seizuredetection #wearables
8th grader's incredible invention: a seizure detection device! This Massachusetts student earned national recognition for their life-saving creation. #Innovation #STEM #YouthInvention #SeizureDetection #Massachusetts
Key point: Enhancing clinical involvement and tailoring devices to specific patient needs may be crucial to promoting wider SDD adoption.
doi.org/10.1111/epi....
#epilepsy #ILAE #seizuredetection #usersperspectives #wearabledevices
