Explainable AI molecularly imprinted polymer electrochemiluminescence biosensor for discriminative methamphetamine and amphetamine detection.

Emre Dokuzparmak, Emine Sezer, İrem Nur Ceylan, Nur Ceylin Çetin, Hilal Özçelik, Sinan Akgöl

Abstract read

In one paragraph

Article in iScience, 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

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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

6 authors.

Emre DokuzparmakBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

Emine SezerBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

İrem Nur CeylanBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

Nur Ceylin ÇetinBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

Hilal ÖzçelikBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

Sinan AkgölBiorege Polymeric Nanosystems & AI Assisted Applications Laboratory, Ege University, Bornova, Izmir 35100, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Independent forensic quantification of methamphetamine (MA) and amphetamine (AMP) remains challenging due to their near-identical structures and overlapping electrochemical signatures. We report an end-to-end AI-integrated MIP-ECL biosensing framework employing target-specific MIP-NP/MWCNT/Nafion/Ir(pq)

Indexed as

2-(dibutylamino)ethanolamphetamineartificial intelligencebiosensorcarbon nanotubesdata-driven predictionelectrochemiluminescenceiridium complexmachine learningmethamphetaminemolecularly imprinted polymer

Identifiers

PMID42775108

DOI10.1016/j.isci.2026.117483

PMCPMC13595217

What OpenQuestion holds

Textmetadata

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Registered trials

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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.