#seizuredetection
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alecrimi.bsky.social
If you are at #isbi2024, come and check our poster on #XAI for #EEG with #epilepsy "EXPLAINABLE GRAPH NEURAL NETWORKS FOR EEG CLASSIFICATION AND SEIZUREDETECTION IN EPILEPTIC PATIENTS" Open version of the paper: osf.io/preprints/os... #gnn #graph #neuralnetworks #AI
May 29, 2024 at 8:02 PM
epilepsiajournal.bsky.social
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
April 10, 2025 at 7:01 PM
getnews-me.bsky.social
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. https://getnews.me/evobrain-introduces-dynamic-eeg-graph-model-for-improved-seizure-detection/ #evobrain #eeg #seizuredetection
EvoBrain Introduces Dynamic EEG Graph Model for Improved Seizure Detection
September 22, 2025 at 1:08 PM
epilepsiajournal.bsky.social
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
July 22, 2025 at 2:23 PM
epilepsiajournal.bsky.social
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
April 23, 2025 at 4:56 PM
scienceopen.bsky.social
📰 '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
Enhancing Seizure Detection Accuracy in Wearable EEG Devices Using Deep Learning Algorithms
<p xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" class="first" dir="auto" id="d21569e193">Wearable electroencephalography (EEG) devices for seizure detection accuracy and reliability ...
www.scienceopen.com
August 5, 2025 at 9:18 AM
epilepsiajournal.bsky.social
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
May 16, 2025 at 2:21 PM
epilepsiajournal.bsky.social
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
August 8, 2025 at 4:56 PM
mymedicwatch.bsky.social
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
August 5, 2025 at 11:11 AM
epilepsia-open.bsky.social
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
July 3, 2025 at 5:44 PM
epilepsia-open.bsky.social
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
August 1, 2025 at 3:22 PM
epilepsiajournal.bsky.social
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
February 6, 2025 at 5:49 PM
peppypanda.com
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
Massachusetts eighth-grader creates seizure detection device, earns national honor
www.cbsnews.com
March 27, 2025 at 6:00 PM
epilepsiajournal.bsky.social
New Special Issue in Epilepsia: AI, Wearables & Digital Health in Epilepsy⁠
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🔗 onlinelibrary.wiley.com/toc/15281167...
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#Epilepsia #EpilepsyResearch #DigitalHealth #AI #Wearables #SeizureDetection #PatientCare #epilepsy #ILAE
October 3, 2025 at 2:18 PM