Evidence map›Paper›PMID 39230576›Full record

Observational studySkeletal radiology2025

Evaluation of an automated laminar cartilage T2 relaxation time analysis method in an early osteoarthritis model.

Wolfgang Wirth, Susanne Maschek, Anna Wisser, Jana Eder, Christian F Baumgartner, Akshay Chaudhari, Francis Berenbaum, Felix Eckstein, OA-BIO Consortium

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in Skeletal radiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00080171 (Osteoarthritis Initiative), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT00080171 completednot on this map

Osteoarthritis Initiative (OAI): A Knee Health Study

TypeobservationalSponsorNational Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS)Ran2004 to 2015Enrolled4,796ConditionsOsteoarthritis, Knee Osteoarthritis
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Review
  2. Review
  3. Exercise-Induced Changes in Knee Cartilage In Vivo: Comparing MRI Sequences.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025
    Article
  4. Review
  5. Article
  6. 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

9 authors.

Wolfgang WirthChondrometrics GmbH, Freilassing, Germany. wolfgang.wirth@pmu.ac.at.ORCID http://orcid.org/0000-0002-2297-8283
Susanne MaschekChondrometrics GmbH, Freilassing, Germany.
Anna WisserChondrometrics GmbH, Freilassing, Germany.
Jana EderResearch Program for Musculoskeletal Imaging, Institute of Imaging & Functional Musculoskeletal Research, Center of Anatomy & Cell Biology, Paracelsus Medical University, Strubergasse 21, 5020, Salzburg, Austria.
Christian F BaumgartnerUniversity of Tübingen, Tübingen, Germany.
Akshay ChaudhariDepartment of Radiology, Stanford University, Stanford, CA, USA.
Francis Berenbaum *, 4Moving Biotech, Lille, France.
Felix Eckstein *Chondrometrics GmbH, Freilassing, Germany.
OA-BIO Consortium

Funding

DATA COORDINATING CENTER FOR THE OSTEOARTHRITIS INITIATIVEN01AR22258 · NIAMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NEVITT, MICHAEL · 2007 to 2011
$13.5M
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVEN01AR22259 · NIDCD · UNIVERSITY OF MARYLAND BALTIMORE · PI HOCHBERG, MARC C. · 2007 to 2011
$7.8M
Clinical Centers for the Osteoarthritis Initiative^Rhode IslandN01AR22262 · NIAMS · MEMORIAL HOSPITAL OF RHODE ISLAND · PI EATON, CHARLES B. · 2007 to 2010
$6.8M
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVEN01AR22261 · NIAMS · OHIO STATE UNIVERSITY RESEARCH FDN · PI JACKSON, REBECCA · 2007 to 2011
$6.2M
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVEN01AR22260 · NIDCD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · 2007 to 2010
$6.1M
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVE-N01AR22260N01AR022260 · NIAMS · UNIVERSITY OF PITTSBURGH · PI KWOH, KENT · 2002 to 2006
–
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVE-N01AR22261N01AR022261 · NIAMS · OHIO STATE UNIVERSITY RESEARCH · PI JACKSON, REBECCA · 2002 to 2006
–
DATA COORDINATING CENTER FOR THE OSTEOARTHRITIS INITIATIVE-264022258N01AR022258 · NIAMS · UNIVERSITY OF CALIFORNIA SYS OFFICE/PRES · 2003 to 2003
–
CLINICAL CENTERS FOR THE OSTEOARTHRITIS INITIATIVE-264022259-264022259N01AR022259 · NIAMS · UNIVERSITY OF MARYLAND AT BALT · PI HOCHBERG, MARC C. · 2002 to 2006
–
CLINICAL CENTER FOR THE OSTEOARTHRITIS-264022262-264022262N01AR022262 · NIAMS · THE MEMORIAL HOSPITAL · PI ASSAF, ANNLOUISE R. · 2002 to 2006
–
Bundesministerium für Bildung und Forschung 01EC1408DEurostars E! 114932NHLBI NIH HHS N01 AR022258NIAMS NIH HHS N01 AR022259NIAMS NIH HHS N01 AR022260NIAMS NIH HHS N01 AR022261NIAMS NIH HHS N01 AR022262NIH HHS N01AR22258NIH HHS N01AR22259NIH HHS N01AR22260NIH HHS N01AR22261NIH HHS N01AR22262
6 · The paper itself

Abstract

objectiveA fully automated laminar cartilage composition (MRI-based T2) analysis method was technically and clinically validated by comparing radiographically normal knees with (CL-JSN) and without contra-lateral joint space narrowing or other signs of radiographic osteoarthritis (OA, CL-noROA). MATERIALS AND

methods2D U-Nets were trained from manually segmented femorotibial cartilages (n = 72) from all 7 echoes (All

resultsThe agreement (Dice similarity coefficient) between automated vs. manual expert cartilage segmentation was between 0.82 ± 0.05/0.79 ± 0.06 (All

conclusionThe fully automated T2 analysis showed a high agreement, acceptable accuracy, and similar sensitivity to cross-sectional and longitudinal laminar T2 differences in an early OA model, compared with manual expert analysis.

trial registrationClinicaltrials.gov identification: NCT00080171.

Indexed as

Cartilage, ArticularImage Interpretation, Computer-AssistedMagnetic Resonance ImagingOsteoarthritis, KneeAgedFemaleHumansMaleMiddle AgedReproducibility of ResultsCartilage T2Deep learningKneeMRIOsteoarthritisU-Net

Identifiers

PMID39230576
PMCPMC11769870

What OpenQuestion holds

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Registered trials

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.