Evidence map›Paper›PMID 37961282›Full record

ArticleResearch square2023

Texture-based speciation of otitis media-related bacterial biofilms from optical coherence tomography images using supervised classification.

Farzana R Zaki, Guillermo L Monroy, Jindou Shi, Kavya Sudhir, Stephen A Boppart

Open access · greenAbstract readPreprint
In one paragraph

Article in Research square, 2023. 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, 0 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 1 institution in 2 countries.

Farzana R ZakiBeckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
Guillermo L MonroyBeckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.ORCID https://orcid.org/0000-0002-3669-8514
Jindou ShiBeckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
Kavya SudhirBeckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
Stephen A BoppartBeckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.ORCID https://orcid.org/0000-0002-9386-5630
University of Illinois Urbana-Champaign · US

Funding

The Center for Label-free Imagingand Multiscale Biophotonics (CLIMB)P41EB031772 · NIBIB · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Stephen A Boppart · 2022 to 2026
$7.6M
Otitis Media Diagnosis and TreatmentR01DC019412 · NIDCD · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Stephen A Boppart, JOSEPH E KERSCHNER · 2022 to 2026
$2.6M
Integration of Raman Spectroscopy and Optical Coherence Tomography (RS-OCT) for In-Vivo Identification of Bacterial Otitis MediaR01EB028615 · NIBIB · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI BOPPART, STEPHEN A, MAHADEVAN-JANSEN, ANITA · 2019 to 2022
$2.5M
Self-Locomotive Antimicrobial Micro-Robot (SLAM) Enhancing Biofilm-Infected Wound HealingR01AI160671 · NIAID · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI KONG, HYUNJOON · 2022 to 2025
$1.7M
NIAID NIH HHS R01 AI160671NIBIB NIH HHS P41 EB031772NIBIB NIH HHS R01 EB028615NIDCD NIH HHS R01 DC019412
6 · The paper itself

Abstract

Otitis media (OM) is primarily a bacterial middle-ear infection prevalent among children worldwide. In recurrent and/or chronic OM cases, antibiotic-resistant bacterial biofilms can develop in the middle ear. A biofilm related to OM typically contains one or multiple bacterial strains, the most common include

Indexed as

biofilmsgray-level co-occurrence matrixoptical coherence tomographyotitis mediaraincloud plotsRandom ForestSHAPSVMtexture featureXGBoost

Identifiers

PMID37961282
PMCPMC10635317
OpenAlexW4388197352

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.