Literature DB >> 25333175

An automated system for detecting and measuring nailfold capillaries.

Michael Berks, Phil Tresadern, Graham Dinsdale, Andrea Murray, Tonia Moore, Ariane Herrick, Chris Taylor.   

Abstract

Nailfold capillaroscopy is an established qualitative technique in the assessment of patients displaying Raynaud's phenomenon. We describe a fully automated system for extracting quantitative biomarkers from capillaroscopy images, using a layered machine learning approach. On an unseen set of 455 images, the system detects and locates individual capillaries as well as human experts, and makes measurements of vessel morphology that reveal statistically significant differences between patients with (relatively benign) primary Raynaud's phenomenon, and those with potentially life-threatening systemic sclerosis.

Entities:  

Mesh：

Year:  2014        PMID： 25333175      PMCID： PMC4936512          DOI： 10.1007/978-3-319-10404-1_82

Source DB:  PubMed          Journal:  Med Image Comput Comput Assist Interv


  9 in total

1.  Ridge-based vessel segmentation in color images of the retina.

Authors:  Joes Staal; Michael D Abràmoff; Meindert Niemeijer; Max A Viergever; Bram van Ginneken
Journal:  IEEE Trans Med Imaging       Date:  2004-04       Impact factor: 10.048

2.  Computerized nailfold video capillaroscopy--a new tool for assessment of Raynaud's phenomenon.

Authors:  Marina E Anderson; P Danny Allen; Tonia Moore; Val Hillier; Christopher J Taylor; Ariane L Herrick
Journal:  J Rheumatol       Date:  2005-05       Impact factor: 4.666

3.  Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification.

Authors:  João V B Soares; Jorge J G Leandro; Roberto M Cesar Júnior; Herbert F Jelinek; Michael J Cree
Journal:  IEEE Trans Med Imaging       Date:  2006-09       Impact factor: 10.048

4.  Detecting and classifying linear structures in mammograms using random forests.

Authors:  Michael Berks; Zezhi Chen; Sue Astley; Chris Taylor
Journal:  Inf Process Med Imaging       Date:  2011

Review 5.  Contemporary management of Raynaud's phenomenon and digital ischaemic complications.

Authors:  Ariane L Herrick
Journal:  Curr Opin Rheumatol       Date:  2011-11       Impact factor: 5.006

Review 6.  Capillaroscopy.

Authors:  Maurizio Cutolo; Carmen Pizzorni; Maria Elena Secchi; Alberto Sulli
Journal:  Best Pract Res Clin Rheumatol       Date:  2008-12       Impact factor: 4.098

7.  Noninvasive imaging techniques in the assessment of scleroderma spectrum disorders.

Authors:  Andrea K Murray; Tonia L Moore; Joanne B Manning; Christopher Taylor; Christopher E M Griffiths; Ariane L Herrick
Journal:  Arthritis Rheum       Date:  2009-08-15

8.  Lack of agreement between rheumatologists in defining digital ulceration in systemic sclerosis.

Authors:  Ariane L Herrick; Christopher Roberts; Andrew Tracey; Alan Silman; Marina Anderson; Mark Goodfield; Neil McHugh; Lindsay Muir; Christopher P Denton
Journal:  Arthritis Rheum       Date:  2009-03

9.  Prevalence, incidence, survival, and disease characteristics of systemic sclerosis in a large US population.

Authors:  Maureen D Mayes; James V Lacey; Jennifer Beebe-Dimmer; Brenda W Gillespie; Brenda Cooper; Timothy J Laing; David Schottenfeld
Journal:  Arthritis Rheum       Date:  2003-08
  9 in total
  10 in total

1.  Nailfold capillaroscopy in rheumatology: ready for the daily use but with care in terminology.

Authors:  Maurizio Cutolo; Sabrina Paolino; Vanessa Smith
Journal:  Clin Rheumatol       Date:  2019-08-08       Impact factor: 2.980

Review 2.  Nailfold capillaroscopy: tips and challenges.

Authors:  Yasser El Miedany; Sherif Ismail; Mary Wadie; Mohammed Hassan
Journal:  Clin Rheumatol       Date:  2022-08-30       Impact factor: 3.650

3.  Nailfold Video Capillaroscopy in Pregnant Women With and Without Cardiovascular Risk Factors.

Authors:  Thevissen Kristof; Demir Merve; Cornette Jerome; Gyselaers Wilfried
Journal:  Front Med (Lausanne)       Date:  2022-07-05

Review 4.  Nailfold Capillaroscopy in Rheumatic Diseases: Which Parameters Should Be Evaluated?

Authors:  Mahnaz Etehad Tavakol; Alimohammad Fatemi; Abdolamir Karbalaie; Zahra Emrani; Björn-Erik Erlandsson
Journal:  Biomed Res Int       Date:  2015-09-01       Impact factor: 3.411

5.  State-of-the-art technologies provide new insights linking skin and blood vessel abnormalities in SSc-related disorders.

Authors:  Graham Dinsdale; Sarah Wilkinson; Jack Wilkinson; Tonia L Moore; Joanne B Manning; Michael Berks; Elizabeth Marjanovic; Mark Dickinson; Ariane L Herrick; Andrea K Murray
Journal:  Microvasc Res       Date:  2020-04-19       Impact factor: 3.514

6.  Comparison between low cost USB nailfold capillaroscopy and videocapillaroscopy: a pilot study.

Authors:  Michael Berks; Graham Dinsdale; Elizabeth Marjanovic; Andrea Murray; Chris Taylor; Ariane L Herrick
Journal:  Rheumatology (Oxford)       Date:  2021-08-02       Impact factor: 7.580

Review 7.  Noninvasive hemoglobin sensing and imaging: optical tools for disease diagnosis.

Authors:  Michaela Taylor-Williams; Graham Spicer; Gemma Bale; Sarah E Bohndiek
Journal:  J Biomed Opt       Date:  2022-08       Impact factor: 3.758

8.  Automated structure and flow measurement - a promising tool in nailfold capillaroscopy.

Authors:  Michael Berks; Graham Dinsdale; Andrea Murray; Tonia Moore; Joanne Manning; Chris Taylor; Ariane L Herrick
Journal:  Microvasc Res       Date:  2018-03-29       Impact factor: 3.514

Review 9.  A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases.

Authors:  I S Stafford; M Kellermann; E Mossotto; R M Beattie; B D MacArthur; S Ennis
Journal:  NPJ Digit Med       Date:  2020-03-09

10.  In-vivo full-field measurement of microcirculatory blood flow velocity based on intelligent object identification.

Authors:  Fei Ye; Songchao Yin; Meirong Li; Yujie Li; Jingang Zhong
Journal:  J Biomed Opt       Date:  2020-01       Impact factor: 3.170
  10 in total

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