ArticleAmerican journal of respiratory and critical care medicine2025
Deep Learning Estimation of Small Airway Disease from Inspiratory Chest Computed Tomography: Clinical Validation, Repeatability, and Associations with Adverse Clinical Outcomes in Chronic Obstructive Pulmonary Disease.
Abstract readValidation Study
In one paragraph
Article in American journal of respiratory and critical care medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
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.
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.
Who cites it
11 citing papers in PubMed.
- Chest CT imaging toward personalized management of chronic obstructive pulmonary disease, asthma, and bronchiectasis: pulmonologist perspectives.Japanese journal of radiology · 2026Review
- Precision treatment of COPD based on novel imaging phenotypes: a treatable traits approach.Respiratory research · 2026Review
- Perspectives on artificial intelligence-generated chronic disease risk predictions in early breast cancer: an international survey among radiation oncologists.Acta oncologica (Stockholm, Sweden) · 2026Article
- Comorbidity of chronic obstructive pulmonary disease and pulmonary tuberculosis: a bibliometric analysis (2011-2025) with narrative review.Journal of thoracic disease · 2026Article
- Feature-Based Parametric Response Mapping on Thoracic Computed Tomography for Robust Disease Classification in COPD.medRxiv : the preprint server for health sciences · 2026Article
- Unknotting the crosstalk between COPD and neuroinflammation.Journal of neuroinflammation · 2026Review
- Airway Quantification Using Ultra-Low-Dose Computed Tomography Correlates With Pulmonary Function Indices in Patients With Asthma.Journal of Korean medical science · 2026Article
- Innovation in technologies for monitoring lung function in patients with respiratory disease.Breathe (Sheffield, England) · 2025Article
- Do You Believe in Magic? Computed Tomography, Artificial Intelligence, and Chronic Obstructive Pulmonary Disease.American journal of respiratory and critical care medicine · 2025Article
- Contemporary Concise Review 2024: Chronic Obstructive Pulmonary Disease.Respirology (Carlton, Vic.) · 2025Review
- Small airway disease as a key factor in COPD: new perspectives and insights.Frontiers in medicine · 2025Review
Corrections and comments
- Commented on by
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Authors and funding
21 authors.
Muhammad F A ChaudharyThe Roy J. Carver Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa.ORCID 0000-0002-0807-4560
Hira A AwanThe Roy J. Carver Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa.
Sarah E GerardThe Roy J. Carver Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa.
Sandeep BodduluriCenter for Lung Analytics and Imaging Research, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, Alabama.
Alejandro P ComellasDivision of Pulmonary, Critical Care and Occupational Medicine, Department of Internal Medicine, and.ORCID 0000-0003-1521-7520
Igor Z BarjaktarevicDivision of Pulmonary and Critical Care Medicine and.
R Graham BarrDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York.
Christopher B CooperDepartment of Physiology, David Geffen School of Medicine at UCLA, Los Angeles, California.
Craig J GalbanDepartment of Radiology, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-5596-7487
MeiLan K HanDivision of Pulmonary and Critical Care Medicine, University of Michigan Health System, Ann Arbor, Michigan.
Jeffrey L CurtisDivision of Pulmonary and Critical Care Medicine, University of Michigan Health System, Ann Arbor, Michigan.
Nadia N HanselDepartment of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland.
Jerry A KrishnanBreathe Chicago Center, University of Illinois at Chicago, Chicago, Illinois.ORCID 0000-0001-5525-4778
Martha G MenchacaDepartment of Radiology, University of Illinois College of Medicine at Chicago, Chicago, Illinois.
Fernando J MartinezUniversity of Massachusetts Chan Medical School, Worcester, Massachusetts.
Jill OharWake Forest University School of Medicine, Winston-Salem, North Carolina; and.
Luis G Vargas BuonfiglioDivision of Respiratory, Critical Care and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah.
Robert PaineDivision of Respiratory, Critical Care and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah.
Surya P BhattCenter for Lung Analytics and Imaging Research, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, Alabama.ORCID 0000-0002-8418-4497
Eric A HoffmanThe Roy J. Carver Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa.ORCID 0000-0001-8456-9437
Joseph M ReinhardtThe Roy J. Carver Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa.
Funding
Pulmonary Toxicology Facility CoreP30ES005605 · NIEHS · UNIVERSITY OF IOWA · PI Jong Sung Kim · 1990 to 2026
$40.5MLung Biomechanics and Disease Progression in SPIROMICSR01HL142625 · NHLBI · UNIVERSITY OF IOWA · PI REINHARDT, JOSEPH M · 2018 to 2021
$2.2MDefining Pathways in COPD Patient Oriented ResearchK24HL138188 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MeiLan K Han · 2017 to 2026
$1.2MNHLBI NIH HHS K24 HL138188NHLBI NIH HHS R01 HL142625NIEHS NIH HHS P30 ES005605
Abstract
PubMed holds no abstract for this paper.
Indexed as
Deep LearningPulmonary Disease, Chronic ObstructiveTomography, X-Ray ComputedAgedFemaleForced Expiratory VolumeHumansMaleMiddle AgedReproducibility of ResultsTotal Lung Capacityartificial intelligencecomputed tomographyFEV1 declinefunctional small airway disease
Identifiers
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Registered trials
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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.