Segmentation of HEp-2 cells Centromere pattern

被引：0
|
作者：
Arun, Muley Jayant [1 ]
Varsha, Ratnaparkhe R. [1 ]
机构：
[1] GCOE, Dept E & TC Engn, Aurangabad, Maharashtra, India
来源：
2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT) | 2017年
关键词：
ANA test; Computer Aided Diagnosis; Indirect Immunofluoresce; HEp-2 cells Segmentation and Centromere;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
According to NIH, an autoimmune diseases have infected almost 23.5 million peoples of the USA. The detection of such autoimmune disease is done by using Antinuclear Antibodies test of Human Epithelial pattern 2 (HEp-2) cells. It is needed to design an automatic system for ANA testing, which involves the stage of segmentation of HEp-2 cells. This paper describes efficient algorithm for segmentation of Centromere pattern of HEp-2 cells which is a very difficult task. The proposed algorithm is based on thresholding and morphological operations. The performance of this algorithm is evaluated on public dataset of HEp-2 cells. The separate result are calculated on training and testing dataset which outperformed earlier algorithms in the case of Centromere pattern.
引用
收藏
页码：1889 / 1893
页数：5
相关论文
共 50 条
  • [1] A Bag of Visual Words Approach for Centromere and Cytoplasmic Staining Pattern Classification on HEp-2 Images
    Iannello, Giulio
    Onofri, Leonardo
    Soda, Paolo
    2012 25TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2012,
  • [2] Oxidative Response and Micronucleus Centromere Assay in HEp-2 Cells Exposed to Fungicide Iprodione
    Chaufan, Gabriela
    Galyano, Camila
    Nieves, Mariela
    Mudry, Marta D.
    Rios de Molina, Maria del Carmen
    Andrioli, Nancy B.
    CHEMICAL RESEARCH IN TOXICOLOGY, 2019, 32 (04) : 745 - 752
  • [3] HEp-2 fluorescence pattern classification
    Snell, V.
    Christmas, W.
    Kittler, J.
    PATTERN RECOGNITION, 2014, 47 (07) : 2338 - 2347
  • [4] HEp-2 Staining Pattern Classification
    Strandmark, Petter
    Ulen, Johannes
    Kahl, Fredrik
    2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012), 2012, : 33 - 36
  • [5] Automatic Segmentation of HEp-2 Cells Based on Active Contours Model
    Cascio, Donato
    Taormina, Vincenzo
    Raso, Giuseppe
    PROCEEDINGS OF 2018 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL IMAGING, SIGNAL PROCESSING (ICBSP 2018), 2018, : 37 - 41
  • [6] Pattern recognition in stained HEp-2 cells: Where are we now?
    Foggia, Pasquale
    Percannella, Gennaro
    Saggese, Alessia
    Vento, Mario
    PATTERN RECOGNITION, 2014, 47 (07) : 2305 - 2314
  • [7] An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test
    Tonti, Simone
    Di Cataldo, Santa
    Bottino, Andrea
    Ficarra, Elisa
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2015, 40 : 62 - 69
  • [8] EPEC adherence to HEp-2 cells
    Scaletsky, ICA
    Pelayo, JS
    Giraldi, R
    Rodrigues, J
    Pedroso, MZ
    Trabulsi, LR
    REVISTA DE MICROBIOLOGIA, 1996, 27 : 58 - 62
  • [9] An automatic system for the analysis of Hep-2 image pattern
    Perner, P
    Perner, H
    CYTOMETRY PART A, 2006, 69A (01) : 48 - 48
  • [10] An automatic system for the analysis of HEp-2 image pattern
    不详
    CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2004, 42 (10) : A118 - A118
12345