ReviewEpilepsia2023
Seizure forecasting: Bifurcations in the long and winding road.
Review in Epilepsia, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed.
- Article
- Article
- Out of the lab, into real life: Evaluating at-home EEG self-monitoring.Epilepsia open · 2026Article
- Timing is everything: Expert opinion on researching epilepsy rhythms by the ILAE Task Force on Chronobiology.Epilepsia · 2026Review
- Current perspectives in sudden unexpected death in epilepsy (SUDEP): epidemiology, research approaches and pathways to prevention.Neurological research and practice · 2026Review
- A near-infrared fluorescent probe for dynamic HClO monitoring in epilepsy and high-throughput discovery of natural neuroprotectants.Redox biology · 2025Article
- Early detection of antiseizure medication inefficacy using an implantable continuous EEG system and a personalized model: a case study.Epilepsy & behavior reports · 2025Article
- Multiscale predictive modeling robustly improves the accuracy of pseudo-prospective seizure forecasting in drug-resistant epilepsy.bioRxiv : the preprint server for biology · 2025Article
- Forecasting epileptic seizures with wearable devices: A hybrid short- and long-horizon pseudo-prospective approach.Epilepsia · 2025Article
- Autonomic biosignals, seizure detection, and forecasting.Epilepsia · 2025Review
- Short-horizon neonatal seizure prediction using EEG-based deep learning.PLOS digital health · 2025Article
- Seizure Detection Devices.Journal of clinical medicine · 2025Review
- Machine learning for forecasting initial seizure onset in neonatal hypoxic-ischemic encephalopathy.Epilepsia · 2025Article
- Necessary for seizure forecasting outcome metrics: Seizure frequency and benchmark model.Epilepsy research · 2024Article
- Epileptic seizure forecasting with wearable-based nocturnal sleep features.Epilepsia open · 2024Article
- Hippocampal network activity forecasts epileptic seizures.Nature medicine · 2024Article
- The critical dynamics of hippocampal seizures.Nature communications · 2024Article
- User experience of a seizure risk forecasting app: A mixed methods investigation.Epilepsy & behavior : E&B · 2024Article
- Addressing data limitations in seizure prediction through transfer learning.Scientific reports · 2024Article
- Comparison between epileptic seizure prediction and forecasting based on machine learning.Scientific reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
To date, the unpredictability of seizures remains a source of suffering for people with epilepsy, motivating decades of research into methods to forecast seizures. Originally, only few scientists and neurologists ventured into this niche endeavor, which, given the difficulty of the task, soon turned into a long and winding road. Over the past decade, however, our narrow field has seen a major acceleration, with trials of chronic electroencephalographic devices and the subsequent discovery of cyclical patterns in the occurrence of seizures. Now, a burgeoning science of seizure timing is emerging, which in turn informs best forecasting strategies for upcoming clinical trials. Although the finish line might be in view, many challenges remain to make seizure forecasting a reality. This review covers the most recent scientific, technical, and medical developments, discusses methodology in detail, and sets a number of goals for future studies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.