Evidence map›Paper›PMID 42274973›Full record

ArticleJournal of microscopy2026

An affordable fiducial marker strategy for reliable autofocus in long-term live microscopy.

Ilyas Djafer-Cherif, Bartlomiej Waclaw

Abstract read
In one paragraph

Article in Journal of microscopy, 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

2 authors.

Ilyas Djafer-CherifInstitute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland.ORCID https://orcid.org/0000-0002-9619-0202
Bartlomiej WaclawInstitute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland.ORCID https://orcid.org/0000-0001-5355-7994

Funding

H2020 Marie Skłodowska-Curie Actions 847639Narodowe Centrum Nauki 2019/02/H/NZ6/00003Narodowe Centrum Nauki 2021/43/B/NZ1/01436
6 · The paper itself

Abstract

Long-term time-lapse imaging of biological samples requires correcting for focal drift, which would otherwise gradually push the sample out of focus. We present a software-based method that eliminates this time-dependent blur using only a motorised Z-drive, with no additional hardware. The method relies on imaging marks made on the side of the coverslip opposite to the sample. We provide a Beanshell script implementation, evaluate its performance across multiple objectives, and benchmark it against a hardware autofocus system, finding comparable results. Finally, we demonstrate its effectiveness in live imaging of growing bacterial colonies.

Indexed as

Fiducial MarkersImage Processing, Computer-AssistedMicroscopyTime-Lapse ImagingSoftwarelow‐cost autofocussoftware‐based focus system

Identifiers

PMID42274973
PMCPMC13397253

What OpenQuestion holds

Textmetadata
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.