POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES BY USING REGION-BASED ACTIVE CONTOUR MODEL

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Eskandari Hoda; ALIZADEH MAHDI; Talebpour Alireza; SOLTANIANZADEH hamid

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Seminar Paper

Paper Information

Seminar: IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING
Year:2012 | Issue:19

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Title

POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES BY USING REGION-BASED ACTIVE CONTOUR MODEL

Author(s)

Eskandari Hoda | ALIZADEH MAHDI | Talebpour Alireza | SOLTANIANZADEH hamid

Keywords

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Abstract

WIRELESS CAPSULE ENDOSCOPY (WCE) IS AN ALMOST NEW TECHNOLOGY TO CAPTURE IMAGES FROM THE WHOLE OF GASTROINTESTINAL (GI) TRACT, NONINVASIVELY. WCE IS A VERY USEFUL TECHNOLOGY TO DETECT VARIOUS ABNORMALITIES LIKE BLOOD BASED ABNORMALITIES, ULCERS AND POLYPS. WE NOTE THAT POLYPS ARE GROWING TISSUES OCCUR ON THE SURFACE OF TISSUE INSTEAD OF INSIDE AN ORGAN. MOST POLYPS ARE NOT CANCEROUS BUT IF ONE BECOMES LARGER THAN A CENTIMETER, IT CAN TURN INTO CANCER BY GREAT CHANCE. SO, ONE OF THE MOST IMPORTANT ADVANTAGES OF WCE CAN BE THE EARLY DETECTION OF POLYPS AND CANCERS. IN THIS PAPER WE PROPOSED USING REGION-BASED ACTIVE CONTOUR METHOD (ACM) AND GEOMETRIC FEATURE FOR AUTOMATIC DETECTION OF POLYPS. THE RESULTS ON A SET OF IMAGES SHOW THAT THE PROPOSED METHOD CAN ACHIEVE %90.91 ACCURACY, %100 SENSITIVITY AND %-83.33 SPECIFICITY ON OUR DATA SET.

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APA: Copy

Eskandari, Hoda, ALIZADEH, MAHDI, Talebpour, Alireza, & SOLTANIANZADEH, hamid. (2012). POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES BY USING REGION-BASED ACTIVE CONTOUR MODEL. IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. SID. https://sid.ir/paper/926505/en

Vancouver: Copy

Eskandari Hoda, ALIZADEH MAHDI, Talebpour Alireza, SOLTANIANZADEH hamid. POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES BY USING REGION-BASED ACTIVE CONTOUR MODEL. 2012. Available from: https://sid.ir/paper/926505/en

IEEE: Copy

Hoda Eskandari, MAHDI ALIZADEH, Alireza Talebpour, and hamid SOLTANIANZADEH, “POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES BY USING REGION-BASED ACTIVE CONTOUR MODEL,” presented at the IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. 2012, [Online]. Available: https://sid.ir/paper/926505/en

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