Evidence map›Paper›PMID 42111009›Full record

ArticleBiomedical optics express2026

Qualitative and quantitative assessment of

Srinidhi Bharadwaj, Paloma Casteleiro Costa, Caroline Serafini, Brienna Heinsz, Alice Hsu, Nischita Kaza, Zhe Guang, Zhenmin Li, Jeffrey J Olson, Kimberly Hoang and 2 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Qualitative and quantitative assessment ofBiomedical optics express · 2026
    Article
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

12 authors.

Srinidhi BharadwajWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, USA.ORCID https://orcid.org/0000-0002-1200-0070
Paloma Casteleiro CostaSchool of Electrical and Computer Engineering, Georgia Institute of Technology, USA.ORCID https://orcid.org/0000-0002-7824-9805
Caroline SerafiniGeorge W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, USA.ORCID https://orcid.org/0000-0002-6512-5977
Brienna HeinszWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, USA.
Alice HsuSchool of Medicine, Emory Univesity, USA.
Nischita KazaSchool of Electrical and Computer Engineering, Georgia Institute of Technology, USA.ORCID https://orcid.org/0000-0002-7528-7830
Zhe GuangWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, USA.ORCID https://orcid.org/0000-0002-0500-8437
Zhenmin LiSchool of Electrical and Computer Engineering, Georgia Institute of Technology, USA.ORCID https://orcid.org/0009-0009-3670-664X
Jeffrey J OlsonDepartment of Neurosurgery, Emory University, USA.
Kimberly HoangDepartment of Neurosurgery, Emory University, USA.
Stewart NeillDepartment of Pathology, Emory University, USA.
Francisco E RoblesWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, USA.ORCID https://orcid.org/0000-0003-4413-9779

Funding

Accessible label-free optical microscopy with quantitative molecular and functional contrastR35GM147437 · NIGMS · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI Francisco E Robles · 2022 to 2026
$1.9M
NIGMS NIH HHS R35 GM147437
6 · The paper itself

Abstract

Accurate intraoperative diagnosis of brain tumors is critical for improving patient outcomes, yet current histopathology is time-consuming and performed outside the operating room. We investigate the use of quantitative oblique back-illumination microscopy (qOBM) for the identification and classification of tumors in brain tumor core samples

Identifiers

PMID42111009
PMCPMC13155816

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.