[Current Status and Future Prospects of Seizure-Forecasting Technologies].

Epilepsy is a chronic neurological disorder that significantly impairs quality of life. Importantly, interest in seizure forecasting technologies has been growing in recent years. With the widespread adoption of noninvasive wearable devices, research has advanced in analyzing biological, behavioral, and environmental data using artificial intelligence to estimate individualized seizure risk. At Tohoku University, industry-academia collaborations have promoted the development and social implementation of machine-learning-based prediction models. This article provides an overview of the status and challenges of these efforts.

Authors

Institutions

Publication Details

Journal
PubMed
Published
2025-09-01
DOI
https://doi.org/10.11477/mf.188160960770090965
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

[Current Status and Future Prospects of Seizure-Forecasting Technologies].

Kazutaka Jin, Nobukazu Nakasato, Kazushi Ukishiro
PubMed
Medical Imaging Techniques and Applications
article

[Current Status and Future Prospects of Seizure-Forecasting Technologies].

Kazutaka Jin, Nobukazu Nakasato, Kazushi Ukishiro
article en

Abstract

Epilepsy is a chronic neurological disorder that significantly impairs quality of life. Importantly, interest in seizure forecasting technologies has been growing in recent years. With the widespread adoption of noninvasive wearable devices, research has advanced in analyzing biological, behavioral, and environmental data using artificial intelligence to estimate individualized seizure risk. At Tohoku University, industry-academia collaborations have promoted the development and social implementation of machine-learning-based prediction models. This article provides an overview of the status and challenges of these efforts.

PubMedVol. 77(9)
Tohoku University (JP)
Openalex Percentile: Top 66%
Medical Imaging Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.