Juvenile Idiopathic Arthritis: A Review of Novel Diagnostic and Monitoring Technologies

被引:20
作者
Garner, Amelia J. [1 ]
Saatchi, Reza [2 ]
Ward, Oliver [3 ]
Hawley, Daniel P. [3 ]
机构
[1] Univ Sheffield, Med Sch, Sheffield S10 2TN, S Yorkshire, England
[2] Sheffield Hallam Univ, Ind & Innovat Res Inst, Sheffield S1 1WB, S Yorkshire, England
[3] Sheffield Childrens Hosp, Dept Paediat Rheumatol, Sheffield S10 2TH, S Yorkshire, England
关键词
juvenile idiopathic arthritis; rheumatoid arthritis; artificial intelligence; thermal imaging; accelerometry; fuzzy logic; RHEUMATOID-ARTHRITIS; TEMPOROMANDIBULAR-JOINT; ARTIFICIAL-INTELLIGENCE; PHYSICAL-EXAMINATION; CHILDREN; ACCELERATION; ULTRASOUND;
D O I
10.3390/healthcare9121683
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Juvenile idiopathic arthritis (JIA) is the most common rheumatic disease of childhood and is characterized by an often insidious onset and a chronic relapsing-remitting course, once diagnosed. With successive flares of joint inflammation, joint damage accrues, often associated with pain and functional disability. The progressive nature and potential for chronic damage and disability caused by JIA emphasizes the critical need for a prompt and accurate diagnosis. This article provides a review of recent studies related to diagnosis, monitoring and management of JIA and outlines recent novel tools and techniques (infrared thermal imaging, three-dimensional imaging, accelerometry, artificial neural networks and fuzzy logic) which have demonstrated potential value in assessment and monitoring of JIA. The emergence of novel techniques to assist clinicians' assessments for diagnosis and monitoring of JIA has demonstrated promise; however, further research is required to confirm their clinical utility.
引用
收藏
页数:13
相关论文
共 73 条
[21]   Three-dimensional assessment of facial morphology in children and adolescents with juvenile idiopathic arthritis and moderate to severe TMJ involvement using 3D surface scans [J].
Hsieh, Yuh-Jia ;
Darvann, Tron A. ;
Hermann, Nuno, V ;
Larsen, Per ;
Liao, Yu-Fang ;
Kreiborg, Sven .
CLINICAL ORAL INVESTIGATIONS, 2020, 24 (02) :799-807
[22]   Applied machine learning and artificial intelligence in rheumatology [J].
Hugle, Maria ;
Omoumi, Patrick ;
van Laar, Jacob M. ;
Boedecker, Joschka ;
Hugle, Thomas .
RHEUMATOLOGY ADVANCES IN PRACTICE, 2020, 4 (01)
[23]  
Jacobson JL, 2018, J PEDIATR HEALTH CAR, V32, P515, DOI 10.1016/j.pedhc.2018.02.005
[24]   A Review on Accelerometry-Based Gait Analysis and Emerging Clinical Applications [J].
Jarchi, Delaram ;
Pope, James ;
Lee, Tracey K. M. ;
Tamjidi, Larisa ;
Mirzaei, Amirhosein ;
Sanei, Saeid .
IEEE Reviews in Biomedical Engineering, 2018, 11 :177-194
[25]   Essentials of the self-organizing map [J].
Kohonen, Teuvo .
NEURAL NETWORKS, 2013, 37 :52-65
[26]   Exercise Therapy in Juvenile Idiopathic Arthritis: A Systematic Review and Meta-Analysis [J].
Kuntze, Gregor ;
Nesbitt, Colleen ;
Whittaker, Jackie L. ;
Nettel-Aguirre, Alberto ;
Toomey, Clodagh ;
Esau, Shane ;
Doyle-Baker, Patricia K. ;
Shank, Jena ;
Brooks, Julia ;
Benseler, Susanne ;
Emery, Carolyn A. .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2018, 99 (01) :178-193
[27]   Thermal imaging in screening of joint inflammation and rheumatoid arthritis in children [J].
Lasanen, R. ;
Piippo-Savolainen, E. ;
Remes-Pakarinen, T. ;
Kroger, L. ;
Heikkila, A. ;
Julkunen, P. ;
Karhu, J. ;
Toyras, J. .
PHYSIOLOGICAL MEASUREMENT, 2015, 36 (02) :273-282
[28]  
Leitich H, 1996, METHOD INFORM MED, V35, P334
[29]   The comparisons between thermography and ultrasonography with physical examination for wrist joint assessment in juvenile idiopathic arthritis [J].
Lerkvaleekul, Butsabong ;
Jaovisidha, Suphaneewan ;
Sungkarat, Witaya ;
Chitrapazt, Niyata ;
Fuangfa, Praman ;
Ruangchaijatuporn, Thumanoon ;
Vilaiyuk, Soamarat .
PHYSIOLOGICAL MEASUREMENT, 2017, 38 (05) :691-700
[30]   Automatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records [J].
Lin, Chen ;
Karlson, Elizabeth W. ;
Canhao, Helena ;
Miller, Timothy A. ;
Dligach, Dmitriy ;
Chen, Pei Jun ;
Perez, Raul Natanael Guzman ;
Shen, Yuanyan ;
Weinblatt, Michael E. ;
Shadick, Nancy A. ;
Plenge, Robert M. ;
Savova, Guergana K. .
PLOS ONE, 2013, 8 (08)