Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation
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Fei Wang | L. Donlin | S. Goodman | D. Jannat-Khah | B. Mehta | E. Dicarlo | D. Orange | Zhenxing Xu | P. Sculco | M. Figgie | T. Pannellini | J. Gibbons | M. Otero | William H. Robinson | Jose Rodriguez | J. M. Kirschmann | James Thompson | David Slater | Damon Frezza | Fei Wang | Jose Rodriguez
[1] S. Raychaudhuri,et al. Rheumatoid Arthritis Synovial Inflammation Quantification Using Computer Vision , 2022, ACR open rheumatology.
[2] D. Shi,et al. Molecular Classification of Knee Osteoarthritis , 2021, Frontiers in Cell and Developmental Biology.
[3] Yueting Li,et al. Machine Learning in Rheumatic Diseases , 2020, Clinical Reviews in Allergy & Immunology.
[4] L. Donlin,et al. Rheumatoid Arthritis Flares After Total Hip and Total Knee Arthroplasty: Outcomes at One Year , 2020, Arthritis care & research.
[5] A. Orbai,et al. Rheumatoid Arthritis Morning Stiffness Is Associated With Synovial Fibrin and Neutrophils , 2020, Arthritis & rheumatology.
[6] Noura Biha,et al. IMSYC immunologic synovitis score: A new score for synovial membrane characterization in inflammatory and non-inflammatory arthritis. , 2019, Joint, bone, spine : revue du rhumatisme.
[7] C. V. D. van den Ende,et al. Exploring longitudinal associations of histologically assessed inflammation with symptoms and radiographic damage in knee osteoarthritis: combined results of three prospective cohort studies. , 2019, Osteoarthritis and cartilage.
[8] N. Hacohen,et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry , 2018, bioRxiv.
[9] R. Darnell,et al. Identification of Three Rheumatoid Arthritis Disease Subtypes by Machine Learning Integration of Synovial Histologic Features and RNA Sequencing Data , 2018, Arthritis & rheumatology.
[10] Bianca Zadrozny,et al. Correlation analysis of performance measures for multi-label classification , 2018, Inf. Process. Manag..
[11] L. Donlin,et al. Flares in Patients with Rheumatoid Arthritis after Total Hip and Total Knee Arthroplasty: Rates, Characteristics, and Risk Factors , 2018, The Journal of Rheumatology.
[12] M. Steultjens,et al. Classification of patients with knee osteoarthritis in clinical phenotypes: Data from the osteoarthritis initiative , 2018, PloS one.
[13] Shan-Chi Liu,et al. Transforming growth factor β1 enhances heme oxygenase 1 expression in human synovial fibroblasts by inhibiting microRNA 519b synthesis , 2017, PloS one.
[14] C. Sudlow,et al. Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis , 2016, PloS one.
[15] J. Bloem,et al. Characterization of synovial mast cells in knee osteoarthritis: association with clinical parameters. , 2016, Osteoarthritis and cartilage.
[16] R. Toes,et al. Inflammatory Cells in Patients with Endstage Knee Osteoarthritis: A Comparison between the Synovium and the Infrapatellar Fat Pad , 2016, The Journal of Rheumatology.
[17] D. Dixon,et al. Fibrosis is a common outcome following total knee arthroplasty , 2015, Scientific Reports.
[18] Don C Rockey,et al. Fibrosis--a common pathway to organ injury and failure. , 2015, The New England journal of medicine.
[19] Emmanuelle Gouillart,et al. scikit-image: image processing in Python , 2014, PeerJ.
[20] C. Wijbrandts,et al. Presence of lymphocyte aggregates in the synovium of patients with early arthritis in relationship to diagnosis and outcome: is it a constant feature over time? , 2010, Annals of the rheumatic diseases.
[21] J. Denny,et al. Naïve Electronic Health Record phenotype identification for Rheumatoid arthritis. , 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.
[22] A. Silman,et al. UvA-DARE (Digital Academic Repository) 2010 Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative Aletaha, , 2010 .
[23] T. Häupl,et al. Quantitative determination of the diagnostic accuracy of the synovitis score and its components , 2010, Histopathology.
[24] Gavin C. Cawley,et al. On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation , 2010, J. Mach. Learn. Res..
[25] C. Wijbrandts,et al. The relationship between synovial lymphocyte aggregates and the clinical response to infliximab in rheumatoid arthritis: a prospective study. , 2009, Arthritis and rheumatism.
[26] S. Pocock,et al. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. , 2008, Journal of clinical epidemiology.
[27] A. Zwinderman,et al. Synovial tissue response to rituximab: mechanism of action and identification of biomarkers of response , 2007, Annals of the rheumatic diseases.
[28] C. Wijbrandts,et al. Synovial T/B cell lymphoid aggregates regulate the production of rheumatoid arthritis-specific autoantibodies , 2007 .
[29] G. Burmester,et al. Synovitis score: discrimination between chronic low‐grade and high‐grade synovitis , 2006, Histopathology.
[30] B. Bresnihan,et al. Systematic microanatomical analysis of CXCL13 and CCL21 in situ production and progressive lymphoid organization in rheumatoid synovitis , 2005, European journal of immunology.
[31] I Petersen,et al. Grading of chronic synovitis--a histopathological grading system for molecular and diagnostic pathology. , 2002, Pathology, research and practice.
[32] H. Inoue,et al. Mast cells in osteoarthritic and rheumatoid arthritic synovial tissues of the human knee. , 1998, Acta medica Okayama.
[33] NIH consensus conference: Total hip replacement. NIH Consensus Development Panel on Total Hip Replacement. , 1995, JAMA.
[34] B. Bresnihan,et al. Contrasting levels of in vitro cytokine production by rheumatoid synovial tissues demonstrating different patterns of mononuclear cell infiltration , 1993, Clinical and experimental immunology.
[35] M. Liang,et al. The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. , 1988, Arthritis and rheumatism.
[36] R. Moskowitz,et al. Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association. , 1986, Arthritis and rheumatism.
[37] A. Kaplan,et al. Characterization and functional studies of rheumatoid synovial mast cells. Activation by secretagogues, anti-IgE, and a histamine-releasing lymphokine. , 1986, Arthritis and rheumatism.
[38] N. Otsu. A threshold selection method from gray level histograms , 1979 .
[39] J. Kellgren,et al. Radiological Assessment of Osteo-Arthrosis , 1957, Annals of the rheumatic diseases.
[40] W. Youden,et al. Index for rating diagnostic tests , 1950, Cancer.