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All Journal Jurnal Ilmu Komputer dan Informasi Jurnal ULTIMA Computing RANDANG TANA - Jurnal Pengabdian Masyarakat Journal of Information Systems and Informatics Jurnal Teknologi Dan Sistem Informasi Bisnis JATI (Jurnal Mahasiswa Teknik Informatika) Journal of Computer System and Informatics (JoSYC) TIN: TERAPAN INFORMATIKA NUSANTARA Journal of Advanced in Information and Industrial Technology (JAIIT) Jurnal Teknik Informatika (JUTIF) eProceedings of Engineering Sewagati
Wincoko Putro, Fidi
Software Engineering, Surabaya Campus, Telkom University, Indonesia
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Journal : Jurnal ULTIMA Computing

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Segmentasi pada Citra Panoramik Gigi dengan Metode Two-Stage SOM dan T-CLUSTER Khoirul Umam; Fidi Wincoko Putro; Gulpi Qorik Oktagalu Pratamasunu
Ultima Computing : Jurnal Sistem Komputer Vol 6 No 1 (2014): Ultima Computing : Jurnal Sistem Komputer
Publisher : Faculty of Engineering and Informatics, Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1145.369 KB) | DOI: 10.31937/sk.v6i1.289

Abstract

Segmentation on medical image requires good quality due to affect the interpretation and diagnosis of medical experts. On medical image segmentation, there is merging phase to increase the quality of the segmentation result. However, stopping criteria on merging phase was determined manually by medical experts. It implied the subjectivity of segmentation result. To increase the objectivity of segmentation result, a method to automate merging phase on medical image segmentation is required. Therefore, we propose a novel method on medical image segmentation which combine two-stage SOM and T-cluster method. Experiments were performed on dental panoramic as medical image sample and evaluated by using segmentation quality formula. Experiments show that the proposed method can perform segmentation on dental panoramic image automatically and objectively with the best average of segmentation quality value is 4,40. Index Terms—dental panoramic image, image segmentation, medical image, Self-Organizing Map, T-cluster
Co-Authors Adzanil Rachmadhi Putra Agus Zainal Arifin Ainin Fadlilah, Annisa Akbar, Harya Abimanyu Athalla Amirah Diandra Ardian Yusuf Wicaksono Arifiani, Siska Arliyanti Nurdin Bagus Kurniawan Dahliar Ananda Dewi Rahmawati DEWI RAHMAWATI Dhimas Bintang Bagaskara Dian Kusumawati Diana Purwitasari Fabroyir, Hadziq Fadli Arie Hendra, Ahmad Farah Zakiyah Rahmanti Gulpi Qorik Oktagalu Pratamasunu Ira Rantelili, Devysikaelo Khodijah Amiroh Khoirul Umam Manoppo, Leonard Julian Augusta Maulana, Jefri Achmad Mochammad Sholik Mohammad Sholik Muarifah Amri , Arni Muhammad Ath Thariq Luqmana Nandhika , Dewa Naufal Adam Akbar, Tengku Purnama Anaking Ramadhina Assidiq, Wahyu Fidi Rizal Irfansyah Putra Rizki Fadillah Rizky Hadi Susetyo , Sahitya Rokhmatul Insani Setiawan , Yohanes Sholihuddin, Adam Syahfril Nizammudin Titus Kristanto William Kurniawan Yoga Abid Pramono, Yafi Zindani, Ahmad Yuridan