Assessement of rheumatic diseases with computational radiology: current status and future potential.

In recent years, several computational image analysis methods to assess disease progression in rheumatic diseases were presented. This review article explains the basics of these methods as well as their potential application in rheumatic disease monitoring, it covers radiography, sonography as well as magnetic resonance imaging in quantitative analysis frameworks.

[1]  H. Genant,et al.  Repair of erosions in rheumatoid arthritis does occur. Results from 2 studies by the OMERACT Subcommittee on Healing of Erosions. , 2003, The Journal of rheumatology.

[2]  Peter Lipsky,et al.  How to report radiographic data in randomized clinical trials in rheumatoid arthritis: guidelines from a roundtable discussion. , 2002, Arthritis and rheumatism.

[3]  M. Ostergaard,et al.  Magnetic resonance imaging of the synovium in rheumatoid arthritis. , 2004, Seminars in musculoskeletal radiology.

[4]  S. Majumdar,et al.  New techniques for cartilage magnetic resonance imaging relaxation time analysis: Texture analysis of flattened cartilage and localized intra‐ and inter‐subject comparisons , 2008, Magnetic resonance in medicine.

[5]  Enzo Silvestri,et al.  Dynamic gadolinium-enhanced magnetic resonance imaging of the wrist in patients with rheumatoid arthritis can discriminate active from inactive disease. , 2003, Arthritis and rheumatism.

[6]  H. Genant,et al.  The OMERACT Magnetic Resonance Imaging Inflammatory Arthritis Group - advances and priorities. , 2007, The Journal of rheumatology.

[7]  I. Kiviranta,et al.  Delayed gadolinium‐enhanced MRI of cartilage (dGEMRIC) and T2 characteristics of human knee articular cartilage: Topographical variation and relationships to mechanical properties , 2004, Magnetic resonance in medicine.

[8]  A. Larsen,et al.  Radiographic Evaluation of Rheumatoid Arthritis and Related Conditions by Standard Reference Films , 1977, Acta radiologica: diagnosis.

[9]  Klaus Scheffler,et al.  In Vivo Biochemical 7.0 Tesla Magnetic Resonance: Preliminary Results of dGEMRIC, Zonal T2, and T2* Mapping of Articular Cartilage , 2008, Investigative radiology.

[10]  Paul Bird,et al.  OMERACT Rheumatoid Arthritis Magnetic Resonance Imaging Studies. Core set of MRI acquisitions, joint pathology definitions, and the OMERACT RA-MRI scoring system. , 2003, The Journal of rheumatology.

[11]  Franz Kainberger,et al.  An automatic model-based system for joint space measurements on hand radiographs: initial experience. , 2007, Radiology.

[12]  F. McQueen,et al.  Dynamic gadolinium-enhanced magnetic resonance imaging of the wrist in patients with rheumatoid arthritis: comment on the article by Cimmino et al. , 2004, Arthritis and rheumatism.

[13]  Y-X J Wang Medical imaging in pharmaceutical clinical trials: what radiologists should know. , 2005, Clinical radiology.

[14]  Paul Bird,et al.  Magnetic resonance imaging in rheumatoid arthritis advances and research priorities. , 2005, The Journal of rheumatology.

[15]  Thomas M. Link,et al.  Cartilage imaging: motivation, techniques, current and future significance , 2007, European Radiology.

[16]  R N Maini,et al.  Evidence of radiographic benefit of treatment with infliximab plus methotrexate in rheumatoid arthritis patients who had no clinical improvement: a detailed subanalysis of data from the anti-tumor necrosis factor trial in rheumatoid arthritis with concomitant therapy study. , 2005, Arthritis and rheumatism.

[17]  Franz Kainberger,et al.  Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis , 2009, IEEE Transactions on Medical Imaging.

[18]  P. Gideon,et al.  Quantitative magnetic resonance imaging as marker of synovial membrane regeneration and recurrence of synovitis after arthroscopic knee joint synovectomy: a one year follow up study , 2001, Annals of the rheumatic diseases.

[19]  Jeffrey Duryea,et al.  Radiographic joint space width in the fingers of patients with rheumatoid arthritis of less than one year's duration. , 2006, Arthritis & Rheumatism.

[20]  J. Sharp,et al.  Measurement of structural abnormalities in arthritis using radiographic images. , 2004, Radiologic clinics of North America.

[21]  Martha L Gray,et al.  Differential recovery of glycosaminoglycan after IL-1-induced degradation of bovine articular cartilage depends on degree of degradation , 2003, Arthritis research & therapy.

[22]  Carl Johan Tiderius,et al.  Association between findings on delayed gadolinium-enhanced magnetic resonance imaging of cartilage and future knee osteoarthritis. , 2008, Arthritis and rheumatism.

[23]  D. Blake,et al.  Quantitative assessment of the rheumatoid synovial microvascular bed by gadolinium-DTPA enhanced magnetic resonance imaging , 1998, Annals of the rheumatic diseases.

[24]  J C Gardner,et al.  Computer-based methods for measuring joint space and estimating erosion volume in the finger and wrist joints of patients with rheumatoid arthritis. , 2000, Arthritis and rheumatism.

[25]  K J Wolf,et al.  Rheumatoid arthritis: evaluation of hypervascular and fibrous pannus with dynamic MR imaging enhanced with Gd-DTPA. , 1990, Radiology.

[26]  W. Kaiser,et al.  Computerized Quantification of Joint Space Narrowing and Periarticular Demineralization in Patients With Rheumatoid Arthritis Based on Digital X-Ray Radiogrammetry , 2006, Investigative radiology.

[27]  F. Kainberger,et al.  The “X-Ray RheumaCoach” software: a novel tool for enhancing the efficacy and accelerating radiological quantification in rheumatoid arthritis , 2003, Annals of the rheumatic diseases.

[28]  S. Marlovits,et al.  MR imaging of osteochondral grafts and autologous chondrocyte implantation , 2006, European Radiology.

[29]  Franz Kainberger,et al.  Model-based erosion spotting and visualization in rheumatoid arthritis. , 2007, Academic radiology.

[30]  Roger D Boyle,et al.  Quantitative analysis of dynamic contrast-enhanced MRI datasets of the metacarpophalangeal joints. , 2007, Academic radiology.

[31]  Roland Meizer,et al.  Computer-assisted quantitative analysis of bone marrow edema of the knee: initial experience with a new method. , 2004, AJR. American journal of roentgenology.

[32]  Marcin Szkudlarek,et al.  Imaging in early rheumatoid arthritis: roles of magnetic resonance imaging, ultrasonography, conventional radiography and computed tomography. , 2005, Best practice & research. Clinical rheumatology.

[33]  J. Moreland,et al.  Methods of scoring the progression of radiologic changes in rheumatoid arthritis. Correlation of radiologic, clinical and laboratory abnormalities. , 1971, Arthritis and rheumatism.

[34]  M. Mayerhoefer,et al.  Differenzialdiagnosen des Knochenmarködems am Kniegelenk , 2005, Der Radiologe.

[35]  H. Imhof,et al.  [Radiologic quantification of joint changes. A methodological overview]. , 2000, Der Radiologe.

[36]  Maarten Boers,et al.  Variability of precision in scoring radiographic abnormalities in rheumatoid arthritis by experienced readers. , 2004, The Journal of rheumatology.

[37]  John C. Davis,et al.  Magnetic resonance imaging examinations of the spine in patients with ankylosing spondylitis before and after therapy with the tumor necrosis factor α receptor fusion protein etanercept , 2005 .

[38]  Sébastien Ourselin,et al.  MR image segmentation of the knee bone using phase information , 2007, Medical Image Anal..

[39]  J. Thoen,et al.  Hand radiography of 200 patients with rheumatoid arthritis repeated after an interval of one year. , 1987, Scandinavian journal of rheumatology.

[40]  M. Mayerhoefer,et al.  STIR vs. T1‐weighted fat‐suppressed gadolinium‐enhanced MRI of bone marrow edema of the knee: Computer‐assisted quantitative comparison and influence of injected contrast media volume and acquisition parameters , 2005, Journal of magnetic resonance imaging : JMRI.

[41]  D A Bloch,et al.  The progression of erosion and joint space narrowing scores in rheumatoid arthritis during the first twenty-five years of disease. , 1991, Arthritis and rheumatism.

[42]  K. Tamai,et al.  Dynamic magnetic resonance imaging for the evaluation of synovitis in patients with rheumatoid arthritis. , 1994, Arthritis and rheumatism.

[43]  Roger D. Boyle,et al.  Fast and Robust Analysis of Dynamic Contrast Enhanced MRI Datasets , 2007, MICCAI.

[44]  C. Peterfy,et al.  An explanation for the apparent dissociation between clinical remission and continued structural deterioration in rheumatoid arthritis. , 2008, Arthritis and rheumatism.

[45]  D. Blake,et al.  Quantification of rheumatoid synovitis by magnetic resonance imaging. , 1995, Arthritis and rheumatism.

[46]  H K Genant,et al.  How many joints in the hands and wrists should be included in a score of radiologic abnormalities used to assess rheumatoid arthritis? , 1985, Arthritis and rheumatism.

[47]  Siegfried Trattnig,et al.  Differentiating normal hyaline cartilage from post-surgical repair tissue using fast gradient echo imaging in delayed gadolinium-enhanced MRI (dGEMRIC) at 3 Tesla , 2008, European Radiology.

[48]  P. V. McCarthy,et al.  Pneumoconiosis due to cotton dust (byssinosis). , 1946, Radiology.

[49]  Georg Langs,et al.  Computer based methods for measurement of joint space width: update of an ongoing OMERACT project. , 2007, The Journal of rheumatology.

[50]  F. Wolfe,et al.  Radiological progression in rheumatoid arthritis: how many patients are required in a treatment trial to test disease modification? , 1993, Annals of the rheumatic diseases.

[51]  C Peterfy,et al.  An introduction to the EULAR–OMERACT rheumatoid arthritis MRI reference image atlas , 2005, Annals of the rheumatic diseases.

[52]  Ying Lu,et al.  Performance of an automated computer-based scoring method to assess joint space narrowing in rheumatoid arthritis: a longitudinal study. , 2006, Arthritis and rheumatism.

[53]  H K Genant,et al.  Reproducibility of multiple-observer scoring of radiologic abnormalities in the hands and wrists of patients with rheumatoid arthritis. , 1985, Arthritis and rheumatism.