Evidence map›Paper›PMID 35322873›Full record

ArticleBritish journal of haematology2022

Artificial intelligence recognition of cutaneous chronic graft-versus-host disease by a deep learning neural network.

Andrew McNeil, Kelsey Parks, Xiaoqi Liu, Inga Saknite, Fuyao Chen, Tahsin Reasat, Austin Cronin, Lee Wheless, Benoit M Dawant, Eric R Tkaczyk

Abstract readLetter
In one paragraph

Article in British journal of haematology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Guideline
  2. Article
  3. Chronic graft-versus-host disease.Nature reviews. Disease primers · 2026
    Review
  4. Review
  5. Review
  6. Mpox lesion counting with semantic and instance segmentation methods.Journal of medical imaging (Bellingham, Wash.) · 2025
    Article
  7. Article
  8. Modern-Era Challenges in the Clinical Management of Graft-Versus-Host Disease.Advances in experimental medicine and biology · 2025
    Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. Review
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

10 authors.

Andrew McNeilDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0003-1496-9691
Kelsey ParksDermatology Service and Research Service, Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA.ORCID 0000-0002-0331-3884
Xiaoqi LiuDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0001-5959-5166
Inga SakniteVanderbilt Department of Dermatology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0002-4000-5485
Fuyao ChenDermatology Service and Research Service, Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA.ORCID 0000-0002-9609-5731
Tahsin ReasatDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0001-9451-6814
Austin CroninDermatology Service and Research Service, Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA.ORCID 0000-0002-6855-4582
Lee WhelessDermatology Service and Research Service, Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA.ORCID 0000-0002-8162-5971
Benoit M DawantDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0002-3804-8400
Eric R TkaczykDermatology Service and Research Service, Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA.ORCID 0000-0002-2850-4740

Funding

Vanderbilt Clinical Oncology Research Career Development ProgramK12CA090625 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Paula Jill Hurley · 2001 to 2026
$16.9M
Automatic analysis of 3D skin images for chronic graft-versus-host disease (cGVHD) severity assessmentR21AR074589 · NIAMS · VANDERBILT UNIVERSITY · PI DAWANT, BENOIT M. · 2019 to 2020
$381k
GVHD quantitative assessment in skin of Veterans post-HCTIK2CX001785 · VA · VETERANS HEALTH ADMINISTRATION · PI TKACZYK, ERIC R · 2019 to 2024
–
CSRD VA IK2 CX001785NCI NIH HHS K12 CA090625NIAMS NIH HHS R21 AR074589
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Deep LearningGraft vs Host DiseaseSkin DiseasesArtificial IntelligenceHumansMachine LearningNeural Networks, Computer

Identifiers

PMID35322873
PMCPMC9197858

What OpenQuestion holds

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LicenceTDM
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.