関連する実験動画

Updated: Jan 20, 2026

Simultaneous Electroencephalography and Magnetoencephalography to Identify Seizure-Prone Brain Regions
04:40

Simultaneous Electroencephalography and Magnetoencephalography to Identify Seizure-Prone Brain Regions

Published on: May 29, 2025

592

ルーチン脳波検査からてんかん発作までの時間を予測する深層生存モデルの開発と検証

Émile Lemoine1,2,3, An Qi Xu3, Mezen Jemel1,3

  • 1Department of Neuroscience, Université de Montréal, Montreal, Quebec, Canada.

Epilepsia
|January 19, 2026
PubMed
まとめ

新しい深層学習モデルEEGSurvNetは、最大2年間のルーチン脳波検査（EEG）から個々のてんかん発作リスクを正確に予測します。この高度な発作予測ツールは、特に目に見える異常がない場合に、従来のモデルを上回ります。

キーワード:
人工知能バイオマーカー脳波検査予後生存時間解析

さらに関連する動画

Investigating the Function of Deep Cortical and Subcortical Structures Using Stereotactic Electroencephalography: Lessons from the Anterior Cingulate Cortex09:00

Investigating the Function of Deep Cortical and Subcortical Structures Using Stereotactic Electroencephalography: Lessons from the Anterior Cingulate Cortex

Published on: April 15, 2015

12.8K
Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA10:21

Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA

Published on: February 23, 2024

3.7K

関連する概念動画

Simultaneous Electroencephalography and Magnetoencephalography to Identify Seizure-Prone Brain Regions04:40

Simultaneous Electroencephalography and Magnetoencephalography to Identify Seizure-Prone Brain Regions

Source: Papadelis, C., et al., Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy. J. Vis. Exp. (2016). This video demonstrates the method of using electroencephalography (EEG) and magnetoencephalography (MEG) recordings to identify interictal epileptiform discharges (IEDs) and high-frequency oscillations (HFOs) to locate seizure-prone regions in the...
592
Investigating the Function of Deep Cortical and Subcortical Structures Using Stereotactic Electroencephalography: Lessons from the Anterior Cingulate Cortex09:00

Investigating the Function of Deep Cortical and Subcortical Structures Using Stereotactic Electroencephalography: Lessons from the Anterior Cingulate Cortex

Stereotactic Electroencephalography (SEEG) is an operative technique used in epilepsy surgery to help localize seizure foci. It also affords a unique opportunity to investigate brain function. Here we describe how SEEG can be used to investigate cognitive processes in human...
12.8K
Recording of Induced Seizures through Electroencephalography in Freely Moving Rat Pups02:31

Recording of Induced Seizures through Electroencephalography in Freely Moving Rat Pups

The video demonstrates the recording of electroencephalogram (EEG) signals from seizure-induced rat pups. Take a freely moving pup implanted with electrodes connected to a data acquisition system. A neurotoxin is administered to induce epileptic seizures, and the resulting electrical bursting activity is monitored using the EEG...
618
Protein Target Prediction and Validation of Small Molecule Compound10:21

Protein Target Prediction and Validation of Small Molecule Compound

The experiment used here shows a method of molecular docking combined with cellular thermal shift assay to predict and validate the interaction between small molecules and protein...
3.7K
Implanting an On-Head Electrode System in a Rat Model for Real-Time Seizure Detection05:12

Implanting an On-Head Electrode System in a Rat Model for Real-Time Seizure Detection

This video demonstrates the method of implanting an on-head electrode system in an anesthetized rat for real-time seizure detection. The procedure includes placing stimulation and recording electrodes, securing them with dental cement, and connecting them to a head-mounted...
678
Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery06:46

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery

The study found that male gender, poor tumor grade, and advanced Tumor Node Metastasis stage were associated with poorer cancer-specific survival (CSS) in multiple primary colorectal cancer (MPCC) patients after surgery. We developed a nomogram to predict the CSS of MPCC patients and contribute to clinical treatment...
648