Evidence map›Paper›PMID 37416761›Full record

ArticleEthical and philosophical issues in medical imaging, multimodal learning and fusion across scales for clinical decision support, and topological data analysis for biomedical imaging : 1st International Workshop, EPIMI 2022, 12th Interna...2022

Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information.

Elisa Warner, Najla Al-Turkestani, Jonas Bianchi, Marcela Lima Gurgel, Lucia Cevidanes, Arvind Rao

Open access · greenAbstract read
In one paragraph

Article in Ethical and philosophical issues in medical imaging, multimodal learning and fusion across scales for clinical decision support, and topological data analysis for biomedical imaging : 1st International Workshop, EPIMI 2022, 12th Interna..., 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.2field-weighted citation impact, top 12% 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

4 citing papers in PubMed, 1 citations in OpenAlex.

  1. Article
  2. Article
  3. Augmented reality for endoscopic transsphenoidal surgery: evaluating design factors with neurosurgeons.International journal of computer assisted radiology and surgery · 2025
    Article
  4. 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

6 authors at 3 institutions in 2 countries.

Elisa WarnerUniversity of Michigan, Ann Arbor, MI 48109, USA.ORCID 0000-0001-6694-2701
Najla Al-TurkestaniUniversity of Michigan, Ann Arbor, MI 48109, USA.ORCID 0000-0002-7650-3638
Jonas BianchiUniversity of the Pacific, San Francisco, CA 94103, USA.
Marcela Lima GurgelUniversity of Michigan, Ann Arbor, MI 48109, USA.
Lucia CevidanesUniversity of Michigan, Ann Arbor, MI 48109, USA.
Arvind RaoUniversity of Michigan, Ann Arbor, MI 48109, USA.ORCID 0000-0002-9613-426X
University of Michigan · USKing Abdulaziz University · SAUniversity of the Pacific · US

Funding

Quantification of 3D Bony Changes in Temporomandibular Joint OsteoarthritisR01DE024450 · NIDCR · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Lucia H Cevidanes · 2013 to 2026
$5.5M
Synthesizing Image-derived Heterogeneity with Genomic measurements for Assessing Disease Aggressiveness in Lower Grade GliomasR37CA214955 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI KURTEK, SEBASTIAN, RAO, ARVIND · 2018 to 2024
$3.9M
Training Program in BioinformaticsT32GM070449 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ATHEY, BRIAN DAVID, BURMEISTER, MARGIT · 2005 to 2020
$3.6M
NCI NIH HHS R37 CA214955NIDCR NIH HHS R01 DE024450NIGMS NIH HHS T32 GM070449
6 · The paper itself

Abstract

Osteoarthritis of the temporomandibular joint (TMJ OA) is the most common disorder of the TMJ. A clinical decision support (CDS) system designed to detect TMJ OA could function as a useful screening tool as part of regular check-ups to detect early onset. This study implements a CDS concept model based on Random Forest and dubbed RF

Indexed as

Multimodal learningPrivileged learningTemporomandibular joint

Identifiers

PMID37416761
PMCPMC10323493
OpenAlexW4312406209

What OpenQuestion holds

Textmetadata
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.