Evidence map›Paper›PMID 37033977›Full record

ArticleFrontiers in immunology2023

A computer vision approach for analyzing label free leukocyte trafficking dynamics on a microvascular mimetic.

S Danial Ahmad, Mujdat Cetin, Richard E Waugh, James L McGrath

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.1field-weighted citation impact, top 23% of its field
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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.

  1. Integration of microphysiological systems with computational and digital twin modeling for pharmaceutical development: a systematic review.Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques · 2026
    Pooled it
  2. Organ-on-a-chip toxicology.Innovation (Cambridge (Mass.)) · 2026
    Review
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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

4 authors at 1 institution in 1 country.

S Danial AhmadDepartment of Biomedical Engineering, University of Rochester, Rochester, NY, United States.
Mujdat CetinDepartment of Electrical and Computer Engineering, University of Rochester, Rochester, NY, United States.
Richard E WaughDepartment of Biomedical Engineering, University of Rochester, Rochester, NY, United States.
James L McGrathDepartment of Biomedical Engineering, University of Rochester, Rochester, NY, United States.
University of Rochester · US

Funding

VISUAL INDICES OF NEUROTOXICITYP30ES001247 · NIEHS · UNIVERSITY OF ROCHESTER · PI Sally W Thurston · 1985 to 2026
$42.8M
The µSiM-hNVU - a human BBB platform for the study of brain injury mechanisms during systemic infectionR33HL154249 · NHLBI · UNIVERSITY OF ROCHESTER · PI ENGELHARDT, BRITTA, GABORSKI, THOMAS R · 2022 to 2024
$2.2M
A microphysiological system of tendon inflammation and fibrosis for drug screening and efficacy testing: MPS Database EngagementUG3TR003281 · NCATS · UNIVERSITY OF ROCHESTER · PI AWAD, HANI A, MCGRATH, JAMES L · 2020 to 2021
$1.6M
The µSiM-hNVU - a human BBB platform for the study of brain injury mechanisms during systemic infectionR61HL154249 · NHLBI · UNIVERSITY OF ROCHESTER · PI ENGELHARDT, BRITTA, GABORSKI, THOMAS R · 2020 to 2021
$1.2M
NCATS NIH HHS UG3 TR003281NHLBI NIH HHS R33 HL154249NHLBI NIH HHS R61 HL154249NIEHS NIH HHS P30 ES001247
6 · The paper itself

Abstract

High-content imaging techniques in conjunction with

Indexed as

LeukocytesSepsisAlgorithmsComputersHumansMachine Learningbig datacomputer visionfMLPmachine learningneutrophilparticle trackingphase contraststate detection

Identifiers

PMID37033977
PMCPMC10080102
OpenAlexW4360866232

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.