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For: Sack U, Knoechner S, Warschkau H, Pigla U, Emmrich F, Kamprad M. Computer-assisted classification of HEp-2 immunofluorescence patterns in autoimmune diagnostics. Autoimmun Rev 2003;2:298-304. [PMID: 12965182 DOI: 10.1016/s1568-9972(03)00067-3] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Number Cited by Other Article(s)
1
Durmuş MA, Kömeç S, Gülmez A. Artificial intelligence applications for immunology laboratory: image analysis and classification study of IIF photos. Immunol Res 2024;72:1277-1287. [PMID: 39107556 DOI: 10.1007/s12026-024-09527-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 08/01/2024] [Indexed: 02/06/2025]
2
Usategui I, Barbado J, Torres AM, Cascón J, Mateo J. Machine learning, a new tool for the detection of immunodeficiency patterns in systemic lupus erythematosus. J Investig Med 2023;71:742-752. [PMID: 37158077 DOI: 10.1177/10815589231171404] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
3
Zhang M, Zhang X. An indirect comparison of automated indirect immunofluorescence vs automated solid-phase immunoassays for antinuclear antibody detection: A meta-analysis and adjusted indirect comparison of diagnostic test accuracy. Int J Rheum Dis 2022;25:991-1002. [PMID: 35726725 DOI: 10.1111/1756-185x.14369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/05/2022] [Indexed: 11/28/2022]
4
Gupta V, Bhavsar A. Heterogeneous ensemble with information theoretic diversity measure for human epithelial cell image classification. Med Biol Eng Comput 2021;59:1035-1054. [PMID: 33860445 DOI: 10.1007/s11517-021-02336-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 02/09/2021] [Indexed: 12/01/2022]
5
Van Hoovels L, Bossuyt X, Manfredi M, Grossi V, Benucci M, Van Den Bremt S, De Baere H, Franceschi D, Tosi E, Meoni M, Bizzaro N, Infantino M. Integrating quality assurance in autoimmunity: the changing face of the automated ANA IIF test. Clin Chem Lab Med 2021;59:1247-1255. [PMID: 33594844 DOI: 10.1515/cclm-2020-1669] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 02/05/2021] [Indexed: 12/22/2022]
6
Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images. Comput Biol Med 2020;116:103542. [DOI: 10.1016/j.compbiomed.2019.103542] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 11/12/2019] [Accepted: 11/12/2019] [Indexed: 01/10/2023]
7
Merone M, Sansone C, Soda P. A computer-aided diagnosis system for HEp-2 fluorescence intensity classification. Artif Intell Med 2018;97:71-78. [PMID: 30503016 DOI: 10.1016/j.artmed.2018.11.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 09/08/2018] [Accepted: 11/06/2018] [Indexed: 01/18/2023]
8
van Beers JJBC, Hahn M, Fraune J, Mallet K, Krause C, Hormann W, Fechner K, Damoiseaux JGMC. Performance analysis of automated evaluation of antinuclear antibody indirect immunofluorescent tests in a routine setting. AUTOIMMUNITY HIGHLIGHTS 2018;9:8. [PMID: 30238164 PMCID: PMC6147779 DOI: 10.1007/s13317-018-0108-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 09/10/2018] [Indexed: 12/20/2022]
9
Ricchiuti V, Adams J, Hardy DJ, Katayev A, Fleming JK. Automated Processing and Evaluation of Anti-Nuclear Antibody Indirect Immunofluorescence Testing. Front Immunol 2018;9:927. [PMID: 29780386 PMCID: PMC5946161 DOI: 10.3389/fimmu.2018.00927] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 04/13/2018] [Indexed: 01/18/2023]  Open
10
Kim J, Lee W, Kim GT, Kim HS, Ock S, Kim IS, Jeong S. Diagnostic utility of automated indirect immunofluorescence compared to manual indirect immunofluorescence for anti-nuclear antibodies in patients with systemic rheumatic diseases: A systematic review and meta-analysis. Semin Arthritis Rheum 2018;48:728-735. [PMID: 29706242 DOI: 10.1016/j.semarthrit.2018.03.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/05/2018] [Accepted: 03/23/2018] [Indexed: 12/15/2022]
11
Ensafi S, Lu S, Kassim AA, Tan CL. Accurate HEp-2 cell classification based on sparse bag of words coding. Comput Med Imaging Graph 2017;57:40-49. [DOI: 10.1016/j.compmedimag.2016.08.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 08/04/2016] [Accepted: 08/05/2016] [Indexed: 11/30/2022]
12
Daves M, Blecken J, Matthias T, Frey A, Perkmann V, Dall Acqua A, Joos A, Platzgummer S. New automated indirect immunofluorescent antinuclear antibody testing compares well with established manual immunofluorescent screening and titration for antinuclear antibody on HEp-2 cells. Immunol Res 2016;65:370-374. [PMID: 27743128 DOI: 10.1007/s12026-016-8874-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
13
Liu A, Lu Y, Nie W, Su Y, Yang Z. HEp-2 cells Classification via clustered multi-task learning. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2015.06.108] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
14
Automated Evaluation of Crithidia luciliae Based Indirect Immunofluorescence Tests: A Novel Application of the EUROPattern-Suite Technology. J Immunol Res 2015;2015:742402. [PMID: 26581239 PMCID: PMC4637128 DOI: 10.1155/2015/742402] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 06/14/2015] [Indexed: 12/24/2022]  Open
15
Cheng CC, Lu CF, Hsieh TY, Lin YJ, Taur JS, Chen YF. Design of a Computer-Assisted System to Automatically Detect Cell Types Using ANA IIF Images for the Diagnosis of Autoimmune Diseases. J Med Syst 2015;39:314. [PMID: 26289629 DOI: 10.1007/s10916-015-0314-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 08/04/2015] [Indexed: 10/23/2022]
16
Krause C, Ens K, Fechner K, Voigt J, Fraune J, Rohwäder E, Hahn M, Danckwardt M, Feirer C, Barth E, Martinetz T, Stöcker W. EUROPattern Suite technology for computer-aided immunofluorescence microscopy in autoantibody diagnostics. Lupus 2015;24:516-29. [DOI: 10.1177/0961203314559635] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
17
An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test. Comput Med Imaging Graph 2015;40:62-9. [DOI: 10.1016/j.compmedimag.2014.12.005] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 11/10/2014] [Accepted: 12/24/2014] [Indexed: 12/27/2022]
18
Han XH, Wang J, Xu G, Chen YW. High-Order Statistics of Microtexton for HEp-2 Staining Pattern Classification. IEEE Trans Biomed Eng 2014;61:2223-34. [DOI: 10.1109/tbme.2014.2320294] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
19
Mitotic cells recognition in HEp-2 images. Pattern Recognit Lett 2014. [DOI: 10.1016/j.patrec.2014.03.011] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
20
Theodorakopoulos I, Kastaniotis D, Economou G, Fotopoulos S. HEp-2 Cell Classification Using Descriptors Fused into the Dissimilarity Space into the Dissimilarity Space. INT J ARTIF INTELL T 2014. [DOI: 10.1142/s0218213014600069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
21
Buzzulini F, Rigon A, Soda P, Onofri L, Infantino M, Arcarese L, Iannello G, Afeltra A. The classification of Crithidia luciliae immunofluorescence test (CLIFT) using a novel automated system. Arthritis Res Ther 2014;16:R71. [PMID: 24625089 PMCID: PMC4060377 DOI: 10.1186/ar4510] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Accepted: 02/19/2014] [Indexed: 12/21/2022]  Open
22
A Preliminary Analysis on HEp-2 Pattern Classification: Evaluating Strategies Based on Support Vector Machines and Subclass Discriminant Analysis. BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES 2014. [DOI: 10.1007/978-3-662-44485-6_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
23
Otten JV, Hashimoto T, Hertl M, Payne AS, Sitaru C. Molecular diagnosis in autoimmune skin blistering conditions. Curr Mol Med 2014;14:69-95. [PMID: 24160488 PMCID: PMC3905716 DOI: 10.2174/15665240113136660079] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2013] [Revised: 03/12/2013] [Accepted: 06/04/2013] [Indexed: 12/22/2022]
24
Automated antinuclear immunofluorescence antibody screening: a comparative study of six computer-aided diagnostic systems. Autoimmun Rev 2013;13:292-8. [PMID: 24220268 DOI: 10.1016/j.autrev.2013.10.015] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2013] [Accepted: 10/29/2013] [Indexed: 12/26/2022]
25
Foggia P, Percannella G, Soda P, Vento M. Benchmarking HEp-2 cells classification methods. IEEE TRANSACTIONS ON MEDICAL IMAGING 2013;32:1878-1889. [PMID: 23797238 DOI: 10.1109/tmi.2013.2268163] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
26
Iannello G, Onofri L, Soda P. Centromere and cytoplasmic staining pattern recognition: a local approach. Med Biol Eng Comput 2013;51:1305-14. [DOI: 10.1007/s11517-013-1102-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Accepted: 07/10/2013] [Indexed: 11/29/2022]
27
Novel opportunities in automated classification of antinuclear antibodies on HEp-2 cells. Autoimmun Rev 2011;10:647-52. [DOI: 10.1016/j.autrev.2011.04.022] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
28
Percannella G, Soda P, Vento M. Mitotic HEp-2 Cells Recognition under Class Skew. IMAGE ANALYSIS AND PROCESSING – ICIAP 2011 2011. [DOI: 10.1007/978-3-642-24088-1_37] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
29
Soda P, Onofri L, Iannello G. A decision support system for Crithidia luciliae image classification. Artif Intell Med 2010;51:67-74. [PMID: 20630721 DOI: 10.1016/j.artmed.2010.05.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2009] [Revised: 05/14/2010] [Accepted: 05/18/2010] [Indexed: 10/19/2022]
30
Sack U, Conrad K, Csernok E, Frank I, Hiepe F, Krieger T, Kromminga A, von Landenberg P, Messer G, Witte T, Mierau R. Autoantibody detection using indirect immunofluorescence on HEp-2 cells. Ann N Y Acad Sci 2009;1173:166-73. [PMID: 19758146 DOI: 10.1111/j.1749-6632.2009.04735.x] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
31
Soda P, Iannello G. Aggregation of Classifiers for Staining Pattern Recognition in Antinuclear Autoantibodies Analysis. ACTA ACUST UNITED AC 2009;13:322-9. [DOI: 10.1109/titb.2008.2010855] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
32
Soda P, Iannello G, Vento M. A multiple expert system for classifying fluorescent intensity in antinuclear autoantibodies analysis. Pattern Anal Appl 2008. [DOI: 10.1007/s10044-008-0116-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
33
Soda P. Early Experiences in the Staining Pattern Classification of HEp-2 Slides. ACTA ACUST UNITED AC 2007. [DOI: 10.1109/cbms.2007.42] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
34
Rigon A, Soda P, Zennaro D, Iannello G, Afeltra A. Indirect immunofluorescence in autoimmune diseases: Assessment of digital images for diagnostic purpose. CYTOMETRY PART B-CLINICAL CYTOMETRY 2007;72:472-7. [PMID: 17549740 DOI: 10.1002/cyto.b.20356] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
35
González-Buitrago JM, González C. Present and future of the autoimmunity laboratory. Clin Chim Acta 2006;365:50-7. [PMID: 16126186 DOI: 10.1016/j.cca.2005.07.023] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2005] [Revised: 07/04/2005] [Accepted: 07/05/2005] [Indexed: 11/20/2022]
36
Hahm D, Anderer U. Establishment of HEp-2 cell preparation for automated analysis of ANA fluorescence pattern. Cytometry A 2006;69:178-81. [PMID: 16496421 DOI: 10.1002/cyto.a.20223] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
37
Bocsi J, Mittag A, Sack U, Gerstner AOH, Barten MJ, Tárnok A. Novel aspects of systems biology and clinical cytomics. Cytometry A 2006;69:105-8. [PMID: 16479593 DOI: 10.1002/cyto.a.20239] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
38
Sack U, Bocsi J, Tárnok A. Slide-based cytometry and predictive medicine: The 8th Leipziger workshop and the 1st international workshop on slide-based cytometry. Cytometry A 2004;60:189-205. [PMID: 15290720 DOI: 10.1002/cyto.a.20002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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