Literature DB >> 33475006

The promise of machine learning to inform the management of juvenile idiopathic arthritis.

Simon W M Eng1, Rae S M Yeung1,2, Quaid Morris3,4,5.   

Abstract

Entities:  

Keywords:  Disease classification; autoimmune diseases; juvenile idiopathic arthritis; machine learning; systems medicine

Mesh：

Year:  2021        PMID： 33475006      PMCID： PMC7944407          DOI： 10.1080/1744666X.2020.1850268

Source DB:  PubMed          Journal:  Expert Rev Clin Immunol        ISSN： 1744-666X            Impact factor:   4.473


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  15 in total

1.  Learning the parts of objects by non-negative matrix factorization.

Authors:  D D Lee; H S Seung
Journal:  Nature       Date:  1999-10-21       Impact factor: 49.962

2.  International League of Associations for Rheumatology classification of juvenile idiopathic arthritis: second revision, Edmonton, 2001.

Authors:  Ross E Petty; Taunton R Southwood; Prudence Manners; John Baum; David N Glass; Jose Goldenberg; Xiaohu He; Jose Maldonado-Cocco; Javier Orozco-Alcala; Anne-Marie Prieur; Maria E Suarez-Almazor; Patricia Woo
Journal:  J Rheumatol       Date:  2004-02       Impact factor: 4.666

Review 3.  Juvenile idiopathic arthritis.

Authors:  Berent Prakken; Salvatore Albani; Alberto Martini
Journal:  Lancet       Date:  2011-06-18       Impact factor: 79.321

Review 4.  2011 American College of Rheumatology recommendations for the treatment of juvenile idiopathic arthritis: initiation and safety monitoring of therapeutic agents for the treatment of arthritis and systemic features.

Authors:  Timothy Beukelman; Nivedita M Patkar; Kenneth G Saag; Sue Tolleson-Rinehart; Randy Q Cron; Esi Morgan DeWitt; Norman T Ilowite; Yukiko Kimura; Ronald M Laxer; Daniel J Lovell; Alberto Martini; C Egla Rabinovich; Nicolino Ruperto
Journal:  Arthritis Care Res (Hoboken)       Date:  2011-04       Impact factor: 4.794

5.  It is time to rethink juvenile idiopathic arthritis classification and nomenclature.

Authors:  Alberto Martini
Journal:  Ann Rheum Dis       Date:  2012-06-07       Impact factor: 19.103

6.  Toward New Classification Criteria for Juvenile Idiopathic Arthritis: First Steps, Pediatric Rheumatology International Trials Organization International Consensus.

Authors:  Alberto Martini; Angelo Ravelli; Tadej Avcin; Michael W Beresford; Ruben Burgos-Vargas; Ruben Cuttica; Norman T Ilowite; Raju Khubchandani; Ronald M Laxer; Daniel J Lovell; Ross E Petty; Carol A Wallace; Nico M Wulffraat; Angela Pistorio; Nicolino Ruperto
Journal:  J Rheumatol       Date:  2018-10-01       Impact factor: 4.666

Review 7.  Classification criteria in rheumatic diseases: a review of methodologic properties.

Authors:  Sindhu R Johnson; Oemer-Necmi Goek; Davinder Singh-Grewal; Steven C Vlad; Brian M Feldman; David T Felson; Gillian A Hawker; Jasvinder A Singh; Daniel H Solomon
Journal:  Arthritis Rheum       Date:  2007-10-15

Review 8.  Review: Genetics and the Classification of Arthritis in Adults and Children.

Authors:  Peter A Nigrovic; Soumya Raychaudhuri; Susan D Thompson
Journal:  Arthritis Rheumatol       Date:  2017-12-01       Impact factor: 10.995

9.  Patterns of joint involvement in juvenile idiopathic arthritis and prediction of disease course: A prospective study with multilayer non-negative matrix factorization.

Authors:  Simon W M Eng; Florence A Aeschlimann; Mira van Veenendaal; Roberta A Berard; Alan M Rosenberg; Quaid Morris; Rae S M Yeung
Journal:  PLoS Med       Date:  2019-02-26       Impact factor: 11.069

10.  The biologic basis of clinical heterogeneity in juvenile idiopathic arthritis.

Authors:  Simon W M Eng; Trang T Duong; Alan M Rosenberg; Quaid Morris; Rae S M Yeung
Journal:  Arthritis Rheumatol       Date:  2014-12       Impact factor: 10.995
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