Evidence map›Paper›PMID 31817882›Full record

ArticleMicroorganisms2019

Automatic Detection of Granuloma Necrosis in Pulmonary Tuberculosis Using a Two-Phase Algorithm: 2D-TB.

Pelin Kus, Metin N Gurcan, Gillian Beamer

Open access · goldAbstract read
In one paragraph

Article in Microorganisms, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
0.4field-weighted citation impact, top 35% 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, 10 citations in OpenAlex.

  1. Artificial intelligence-enabled histological analysis in pre-clinical respiratory disease models: a scoping review.European respiratory review : an official journal of the European Respiratory Society · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. The Many Hosts of Mycobacteria 9 (MHM9): A conference report.Tuberculosis (Edinburgh, Scotland) · 2023
    Article
  7. Article
  8. Article
  9. 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

3 authors at 2 institutions in 1 country.

Pelin KusDepartment of Research, Development and Technology, Republic of Turkey Ministry of National Defence, 06100 Ankara, Turkey.ORCID 0000-0002-7164-3906
Metin N GurcanDepartment of Internal Medicine, School of Medicine, Wake Forest University, Winston-Salem, NC 27109, USA.
Gillian BeamerDepartment of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, MA 01536, USA.ORCID 0000-0001-6782-4424
Tufts University · USWake Forest University · US

Funding

Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Jennifer A. Woyach · 1985 to 2026
$132.3M
Predicting tuberculosis outcomes using genotypic and biomarker signaturesR01HL145411 · NHLBI · TUFTS UNIVERSITY BOSTON · PI BEAMER, GILLIAN L · 2019 to 2023
$3.4M
Genetic-based susceptibility to pulmonary tuberculosisR21AI115038 · NIAID · TUFTS UNIVERSITY BOSTON · PI BEAMER, GILLIAN L · 2015 to 2016
$481k
American Lung Association RG-349504NCI NIH HHS P30 CA016058NHLBI NIH HHS R01 HL145411NIH HHS P30 CA016058NIH HHS R01 HL145411NIH HHS R21 AI115038The Scientific and Technological Research Council of Turkey TUBITAK
6 · The paper itself

Abstract

Granuloma necrosis occurs in hosts susceptible to pathogenic mycobacteria and is a diagnostic visual feature of pulmonary tuberculosis (TB) in humans and in super-susceptible Diversity Outbred (DO) mice infected with

Indexed as

algorithmgranulomamachine learningnecrosistuberculosis

Identifiers

PMID31817882
PMCPMC6956251
OpenAlexW2992786297

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.