Cargando…

Deep learning for detection of radiographic sacroiliitis: achieving expert-level performance

BACKGROUND: Radiographs of the sacroiliac joints are commonly used for the diagnosis and classification of axial spondyloarthritis. The aim of this study was to develop and validate an artificial neural network for the detection of definite radiographic sacroiliitis as a manifestation of axial spond...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bressem, Keno K., Vahldiek, Janis L., Adams, Lisa, Niehues, Stefan Markus, Haibel, Hildrun, Rodriguez, Valeria Rios, Torgutalp, Murat, Protopopov, Mikhail, Proft, Fabian, Rademacher, Judith, Sieper, Joachim, Rudwaleit, Martin, Hamm, Bernd, Makowski, Marcus R., Hermann, Kay-Geert, Poddubnyy, Denis
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8028815/ https://www.ncbi.nlm.nih.gov/pubmed/33832519 http://dx.doi.org/10.1186/s13075-021-02484-0

Ejemplares similares

Treatment with tumour necrosis factor inhibitors is associated with a time-shifted retardation of radiographic spinal progression in patients with axial spondyloarthritis
por: Torgutalp, Murat, et al.
Publicado: (2022)

Sustained clinical response and safety of etanercept in patients with early axial spondyloarthritis: 10-year results of the ESTHER trial
por: Proft, Fabian, et al.
Publicado: (2021)

Relevance of structural damage in the sacroiliac joints for the functional status and spinal mobility in patients with axial spondyloarthritis: results from the German Spondyloarthritis Inception Cohort
por: Protopopov, Mikhail, et al.
Publicado: (2017)

Incorporation of the anteroposterior lumbar radiographs in the modified Stoke Ankylosing Spondylitis Spine Score improves detection of radiographic spinal progression in axial spondyloarthritis
por: Llop, Maria, et al.
Publicado: (2019)

Predictive value of C-reactive protein for radiographic spinal progression in axial spondyloarthritis in dependence on genetic determinants of fibrin clot formation and fibrinolysis
por: Hoppe, Berthold, et al.
Publicado: (2021)

Comparing different deep learning architectures for classification of chest radiographs
por: Bressem, Keno K., et al.
Publicado: (2020)

Relation of α(2)-Antiplasmin Genotype and Genetic Determinants of Fibrinogen Synthesis and Fibrin Clot Formation with Vascular Endothelial Growth Factor Level in Axial Spondyloarthritis
por: Hoppe, Berthold, et al.
Publicado: (2020)

The role of visceral adiposity in the severity of COVID-19: Highlights from a unicenter cross-sectional pilot study in Germany
por: Petersen, Antonia, et al.
Publicado: (2020)

Computed Tomography Imaging in Simulated Ongoing Cardiopulmonary Resuscitation: No Need to Switch Off the Chest Compression Device during Image Acquisition
por: Graef, Jessica, et al.
Publicado: (2021)

Deep learning for accurately recognizing common causes of shoulder pain on radiographs
por: Grauhan, Nils F., et al.
Publicado: (2021)

Successful treatment of severe COVID-19 pneumonia, a case series with simultaneous interleukin-1 and interleukin-6 blockade with 1-month follow-up
por: Haibel, Hildrun, et al.
Publicado: (2022)

Validation of the ASDAS with a quick quantitative CRP assay (ASDAS-Q) in patients with axial SpA: a prospective multicentre cross-sectional study
por: Proft, Fabian, et al.
Publicado: (2022)

Evaluation of the Disease Activity index for PSoriatic Arthritis (DAPSA) with a quick quantitative C reactive protein assay (Q-DAPSA) in patients with psoriatic arthritis: a prospective multicentre cross-sectional study
por: Proft, Fabian, et al.
Publicado: (2022)

What amount of structural damage defines sacroiliitis: a CT study
por: Hermann, Kay Geert A, et al.
Publicado: (2022)

Validation of the Simplified Disease Activity Index (SDAI) with a quick quantitative C-reactive protein assay (SDAI-Q) in patients with rheumatoid arthritis: a prospective multicenter cross-sectional study
por: Schally, Julia, et al.
Publicado: (2022)

Improved Visualization of the Necrotic Zone after Microwave Ablation Using Computed Tomography Volume Perfusion in an In Vivo Porcine Model
por: Bressem, Keno K., et al.
Publicado: (2019)

Exploring Patterns of Dynamic Size Changes of Lesions after Hepatic Microwave Ablation in an In Vivo Porcine Model
por: Bressem, Keno K., et al.
Publicado: (2020)

Do submillisievert-chest CT protocols impact diagnostic quality in suspected COVID-19 patients?
por: Thieß, Hans-Martin, et al.
Publicado: (2022)

Is lung density associated with severity of COVID-19?
por: Bressem, Keno K., et al.
Publicado: (2020)

Improving CT accuracy in the diagnosis of COVID-19 in a hospital setting
por: Erxleben, Christoph, et al.
Publicado: (2021)

Determinants of psychological well-being in axial spondyloarthritis: an analysis based on linked claims and patient-reported survey data
por: Redeker, Imke, et al.
Publicado: (2018)

The prevalence and impact of comorbidities on patients with axial spondyloarthritis: results from a nationwide population-based study
por: Redeker, Imke, et al.
Publicado: (2020)

Serum levels of leptin and high molecular weight adiponectin are inversely associated with radiographic spinal progression in patients with ankylosing spondylitis: results from the ENRADAS trial
por: Hartl, Agnes, et al.
Publicado: (2017)

Efficacy of tofacitinib in reduction of inflammation detected on MRI in patients with Psoriatic ArthritiS presenTing with axial involvement (PASTOR): protocol of a randomised, double-blind, placebo-controlled, multicentre trial
por: Proft, Fabian, et al.
Publicado: (2021)

Evaluation of potential tissue heating during percutaneous drill-assisted bone sampling in an in vivo porcine study
por: Niehues, Stefan M., et al.
Publicado: (2021)

Characteristics of patients with axial spondyloarthritis by geographic regions: PROOF multicountry observational study baseline results
por: Poddubnyy, Denis, et al.
Publicado: (2021)

Changing the Patient’s Position: Pitfalls and Benefits for Radiation Dose and Image Quality of Computed Tomography in Polytrauma
por: Graef, Jessica, et al.
Publicado: (2022)

Spinal radiographic progression over 2 years in ankylosing spondylitis patients treated with secukinumab: a historical cohort comparison
por: Braun, J., et al.
Publicado: (2019)

Good correlation between changes in objective and subjective signs of inflammation in patients with short- but not long duration of axial spondyloarthritis treated with tumor necrosis factor-blockers
por: Weiß, Anja, et al.
Publicado: (2014)

Can optimized model-based iterative reconstruction improve the contrast of liver lesions in CT?
por: Oppenheimer, Jonas, et al.
Publicado: (2022)

CT-like images of the sacroiliac joint generated from MRI using susceptibility-weighted imaging (SWI) in patients with axial spondyloarthritis
por: Deppe, Dominik, et al.
Publicado: (2021)

Asymptomatic secondary hyperparathyroidism can mimic sacroiliitis on computed tomography
por: Kreutzinger, Virginie, et al.
Publicado: (2021)

The impact of extra-musculoskeletal manifestations on disease activity, functional status, and treatment patterns in patients with axial spondyloarthritis: results from a nationwide population-based study
por: Redeker, Imke, et al.
Publicado: (2020)

Radiographs in screening for sacroiliitis in children: what is the value?
por: Weiss, Pamela F., et al.
Publicado: (2018)

Non-alcoholic fatty liver disease in underweight patients with inflammatory bowel disease: A case-control study
por: Adams, Lisa C., et al.
Publicado: (2018)

Relationship between active inflammatory lesions in the spine and sacroiliac joints and new development of chronic lesions on whole-body MRI in early axial spondyloarthritis: results of the ESTHER trial at week 48
por: Song, I-H, et al.
Publicado: (2011)

Long-term outcome of patients with active ankylosing spondylitis with etanercept-sustained efficacy and safety after seven years
por: Baraliakos, Xenofon, et al.
Publicado: (2013)

Study protocol: Comparison of the effect of treatment with Nonsteroidal anti-inflammatory drugs added to anti-tumour necrosis factor a therapy versus anti-tumour necrosis factor a therapy alone on progression of Structural damage in the spine over two years in patients with ankyLosing spondylitis (CONSUL) – an open-label randomized controlled multicenter trial
por: Proft, Fabian, et al.
Publicado: (2017)

Two-year follow-up results after re-administration of etanercept in active ankylosing spondylitis
por: Baraliakos, X, et al.
Publicado: (2005)

Sex-specific diagnostic efficacy of MRI in axial spondyloarthritis: challenging the ‘One Size Fits All’ notion
por: Ulas, Sevtap Tugce, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_38j0b3jt1tddmofep4vl2ip779