Evidence map›Paper›PMID 42740110›Full record

ReviewSensors (Basel, Switzerland)2026

Opportunities for Quantum Sensing in Epilepsy Diagnostics.

Dina Kalinina, Alexandr Pak, Mukhit Dossov, Zhassulan Utebekov, Gaziz Kyrgyzbay, Darkhan Kimadiev, Guldana Zhumabayeva, Francisco Ulises Hernandez Ledezma, Jose Berengueres

Abstract readReview
In one paragraph

Review in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Dina KalininaBiological and Biomedical Sciences Department, School of Medicine, Nazarbayev University, Astana Z05P3Y4, Kazakhstan.ORCID 0000-0003-3887-1170
Alexandr PakBiological and Biomedical Sciences Department, School of Medicine, Nazarbayev University, Astana Z05P3Y4, Kazakhstan.
Mukhit DossovAnesthesiology & ICU Department, RSE Medical Centre Hospital of the President's Affairs Administration of the Republic of Kazakhstan, Astana Z05M4E8, Kazakhstan.ORCID 0009-0000-3291-362X
Zhassulan UtebekovEpileptology Centre, RSE Medical Centre Hospital of the President's Affairs Administration of the Republic of Kazakhstan, Astana Z05M4E8, Kazakhstan.
Gaziz KyrgyzbayEpileptology Centre, RSE Medical Centre Hospital of the President's Affairs Administration of the Republic of Kazakhstan, Astana Z05M4E8, Kazakhstan.ORCID 0009-0003-1156-9374
Darkhan KimadievEpileptology Centre, RSE Medical Centre Hospital of the President's Affairs Administration of the Republic of Kazakhstan, Astana Z05M4E8, Kazakhstan.
Guldana ZhumabayevaEpileptology Centre, RSE Medical Centre Hospital of the President's Affairs Administration of the Republic of Kazakhstan, Astana Z05M4E8, Kazakhstan.
Francisco Ulises Hernandez LedezmaSkydiamond Quantum, Lion House, Rowcroft, Stroud, Gloucestershire GL5 3BY, UK.ORCID 0000-0003-4460-7405
Jose BerengueresComputer Science Department, School of Computing and AI, Nazarbayev University, Astana Z05H0P9, Kazakhstan.

Funding

Ministry of Science and Higher Education of the Republic of Kazakhstan BR28512409
6 · The paper itself

Abstract

Diagnosis in epilepsy depends on several distinct objectives-including interictal epileptiform discharge (IED) detection, source localisation of epileptiform activity, and seizure classification-each shaped by the underlying sensing technology. This review examines the opportunities that quantum magnetic sensing offers within this diagnostic framework, with particular emphasis on translational readiness and clinical potential. Seizure classification is included to situate the broader clinical context of epilepsy diagnostics, whereas the review of quantum sensing evidence is focused on IED detection and presurgical source localisation, the objectives for which such evidence currently exists. Magnetoencephalography (MEG) provides non-invasive source localisation that complements electroencephalography (EEG), and its clinical adoption is increasingly determined by advances in magnetic sensor technology. Optically pumped magnetometer (OPM)-based MEG represents the most clinically developed quantum sensing application, progressing from proof-of-concept in 2020 toward small-cohort clinical feasibility studies from 2022 onwards. By enabling on-scalp recordings at reduced sensor-to-brain distance, OPM-MEG improves signal amplitude and permits flexible sensor placement, with early evidence of benefit in paediatric populations and mesial temporal lobe epilepsy. However, current evidence derives from small, heterogeneous cohorts, and no prospective data yet link OPM-MEG to surgical outcomes.

Indexed as

EpilepsyMagnetoencephalographyBrainElectroencephalographyHumansQuantum MechanicsSeizuresepilepsymagnetoencephalographyneurophysiologypresurgical evaluationquantum sensing

Identifiers

PMID42740110
PMCPMC13568399

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

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.