Title :
Detection and characterization of antinuclear antibody using fluorescence image processing
Author :
Khan, Muhammad Asad ; Hassan, Mehdi ; Malik, S. ; Islam, Shariful ; Ansari, U. ; Gilani, Omar
Author_Institution :
Dept. of Biomed. Eng., Nat. Univ. of Sci. & Technol. Islamabad, Islamabad, Pakistan
Abstract :
The production of autoantibodies in the human cells (stomach, liver) is detected by indirect immunofluorescence assay and each disease condition is indicated by its respective fluorescence pattern during fluorescence microscopy. There are many different patterns which have close resemblance and a major hindrance in the disease diagnosis is the distinction among fluorescence patterns that have close resemblances with minor differences. Disease conditions vary with intensity, type and localization of fluorescence in each specific region. An algorithm using MATLAB has been developed which will facilitate auto-detection of pattern with respect to its corresponding control pattern thus assuring comparison with correct match and minimizing the chances of disease misdiagnosis. Future application of this methodology is in karyotyping and detection of antibodies through fluorescence imaging employed in diagnosis of variety of diseases (including cancer).
Keywords :
biology computing; cellular biophysics; diseases; image processing; microscopy; Matlab; antibodies karyotyping; antinuclear antibody characterization; antinuclear antibody detection; cancer; disease diagnosis; fluorescence image processing; fluorescence intensity; fluorescence localization; fluorescence microscopy; fluorescence pattern; fluorescence type; human cells; indirect immunofluorescence assay; Algorithm design and analysis; Diseases; Fluorescence; Image processing; Immune system; MATLAB; Microscopy; Fluorescence imaging; Image Processing; MATLAB; autoimmune disease;
Conference_Titel :
Robotics and Emerging Allied Technologies in Engineering (iCREATE), 2014 International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4799-5131-4
DOI :
10.1109/iCREATE.2014.6828345