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All Journal International Journal of Electrical and Computer Engineering Journal of the Medical Sciences (Berkala Ilmu Kedokteran) MANDALA of Health Global Medical and Health Communication INDONESIAN JOURNAL OF PHARMACY Molekul: Jurnal Ilmiah Kimia Indonesian Journal of Clinical Pathology and Medical Laboratory (IJCPML) Medical and Health Journal Molekul: Jurnal Ilmiah Kimia

Wahyu Siswandari

Jenderal Soedirman University

Author-ID : 2372743

Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Dentistry Electrical & Electronics Engineering Health Professions Immunology & microbiology Materials Science & Nanotechnology Medicine & Pharmacology Neuroscience Nursing Public Health

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Computer Aided Diagnosis for Screening the Shape and Size of Leukocyte Cell Nucleus based on Morphological Image Retno Supriyanti; Alfin Chrisanty; Yogi Ramadhani; Wahyu Siswandari
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 1: February 2018
Publisher : Institute of Advanced Engineering and Science

Hematology tests are examinations that aim to know the state of blood and its components, one of which is leukocytes. Hematologic examinations such as the number and morphology of blood generally still done manually, especially by a specialist pathologist. Despite the fact that today there is equipment that can identify morphological automatically, but for developing countries like Indonesia, it can only be done in the capital city. Low accuracy due to the differences identified either by doctors or laboratory staff, makes a great reason to use computer assistance, especially with the rapid technological developments at this time. In this paper, we will emphasize our experiment to screen leucocyte cell nucleus by identifying the contours of the cell nucleus, diameter, circumference and area of these cells based on digital image processing techniques, especially using the morphological image. The results obtained are promising for further development in the development of computer-aided diagnosis for identification of leukocytes based on a simple and inexpensive equipment.

Preliminary process in blast cell morphology identification based on image segmentation methods Retno Supriyanti; Pangestu F. Wibowo; Fibra R. Firmanda; Yogi Ramadhani; Wahyu Siswandari
International Journal of Electrical and Computer Engineering (IJECE) Vol 10, No 6: December 2020
Publisher : Institute of Advanced Engineering and Science

The diagnosis of blood disorders in developing countries usually uses the diagnostic procedure Complete Blood Count (CBC). This is due to the limitations of existing health facilities so that examinations use standard microscopes as required in CBC examinations. However, the CBC process still poses a problem, namely that the procedure for manually counting blood cells with a microscope requires a lot of energy and time, and is expensive. This paper will discuss alternative uses of image processing technology in blast cell identification by using microscope images. In this paper, we will discuss in detail the morphological measurements which include the diameter, circumference and area of blast cell cells based on watershed segmentation methods and active contour. As a basis for further development, we compare the performance between the uses of both methods. The results show that the active contour method has an error percentage of 5.15% while the watershed method has an error percentage of 8.25%.

Co-Authors Alfin Chrisanty Daniel Joko Wahyono Dhadhang Wahyu Kurniawan Djatmiko, Wahyu Dwi Utami Anjarwati Eska Perdini, Eska Fajar Wahyu Pribadi Fibra R. Firmanda Fitranto Arjadi Fitranto Arjadi Fuadi, Muhammad Robiul Hapsari, Ariadne Hermin Prihartini Hernayanti Hernayanti I Dewa Sang Ayu Putu Peramiarti IDSAP Peramiarti Indriani, Vitasari Kamal Agung Wijayana, Kamal Agung Lantip Rujito Magfiroh, Nisaul Nor Sri Inayati, Nor Sri Pangestu F. Wibowo Pugud Samudro Putra, Fadhly Nino Rachmad Aji Saksana Rani Afifah Nur Histiyani Retno Supriyanti Sulistiyawati, Indah Vitasari Indriani Vitasari Indriani Wijayana, Kamal Yogi Ramadhani Yudha, Paskalis Bhaskara Unggul Yudhi Wibowo Zaenal Adi Susanto

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Journal : International Journal of Electrical and Computer Engineering