Evidence map›Paper›PMID 42610129›Full record

ArticleBiomedical optics express2026

Wide-field, real-time limited-angle optical diffraction tomography using massively parallel data processing.

Marcin Sylwestrzak, Wojciech Krauze, Paweł Ossowski, Maria Baczewska, Szymon Tamborski, Arkadiusz Kuś, Małgorzata Kujawińska, Maciej Szkulmowski

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomedical optics express, 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

8 authors.

Marcin SylwestrzakInstitute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, Grudziadzka 5, 87-100 Toruń, Poland.ORCID https://orcid.org/0000-0003-4184-7382
Wojciech KrauzeWarsaw University of Technology, Institute of Micromechanics and Photonics, Boboli 8 Street, Warsaw, 02-525, Poland.ORCID https://orcid.org/0000-0002-5248-3986
Paweł OssowskiInstitute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, Grudziadzka 5, 87-100 Toruń, Poland.ORCID https://orcid.org/0000-0002-8909-2065
Maria BaczewskaWarsaw University of Technology, Institute of Micromechanics and Photonics, Boboli 8 Street, Warsaw, 02-525, Poland.ORCID https://orcid.org/0000-0003-3945-3114
Szymon TamborskiInstitute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, Grudziadzka 5, 87-100 Toruń, Poland.ORCID https://orcid.org/0000-0002-3636-5824
Arkadiusz KuśWarsaw University of Technology, Institute of Micromechanics and Photonics, Boboli 8 Street, Warsaw, 02-525, Poland.ORCID https://orcid.org/0000-0001-8009-4841
Małgorzata KujawińskaWarsaw University of Technology, Institute of Micromechanics and Photonics, Boboli 8 Street, Warsaw, 02-525, Poland.ORCID https://orcid.org/0000-0001-6521-6951
Maciej SzkulmowskiInstitute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Toruń, Grudziadzka 5, 87-100 Toruń, Poland.ORCID https://orcid.org/0000-0002-2006-0524

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We present a GPU-accelerated reconstruction framework enabling real-time imaging in limited-angle optical diffraction tomography (LaODT). The implementation leverages massively parallel computing to achieve fast and efficient volumetric reconstruction while preserving high image quality. Real-time 3D imaging using the direct inversion (DI) method spans 7.3 to 1.26 frames per second for datasets of 350

Identifiers

PMID42610129
PMCPMC13481080

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.