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Journal : The Indonesian Journal of Computer Science

New Method For Classifying Heart In Multiview Echocardiographic Images Mohamad Walid Asyhari; Riyanto Sigit; Bima Sena Bayu Dewantara; Anwar
The Indonesian Journal of Computer Science Vol. 11 No. 2 (2022): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v11i2.3078

Abstract

Echocardiography is a test that uses high-frequency sound waves to describe the structure of the heart. Echocardiography is used by doctors to analyze the movement of the walls in the heart chambers and identify heart disease. Several images, including the long-axis, short-axis, 2-chamber and 4-chamber left ventricle, can be used to check heart function. Many studies that have been carried out, including cardiac evaluation, are still carried out conventionally and require a certain level of accuracy. In this research, several methods proposed to achieve object extraction are used to build a classification system, the steps start with image enhancement, segmentation, tracking, extraction, output characteristics, validation and classification. Imaging enhancement aims to improve the echocardiographic image, thereby clarifying the edges of the heart wall. In addition, the images are reprocessed to separate the left ventricle from the heart wall and generate ventricular contours, at the segmentation stage. The contours are obtained by looking for the good features on each heart wall. In this approach, good features are identified only on the first image of the left ventricular slice. The good feature points used are 24 point which will be grouped into 6 segments. In addition, all images will be processed using the optical flow method to track the movement of the walls of the heart. Optical flow tracing will generate direction and distance feature extraction values that can be used to describe the resulting data features and find a suitable classification algorithm that is combined using different validation techniques, namely K-fold and Leave-one-out. In its implementation, Classifier Support Vector Machine (SVM) with rbf core achieves the highest accuracy. The SVM classification algorithm with validation techniques, namely k-fold cross-validation and leave-one-out cross-validation, reaches an accuracy value of 100% and 100%.
Co-Authors -, Siti Rahmi Abd. Rahman Abdi Akbar Idris Abdul Aziz Achmad Hamka Hamid Adherina Perabu Adi Subardi Adri, Mutia Tasyah Aeko Fria Utama FR Agung Widhi Kurniawan Agus Fujianto Agus Santoso Agus Setiawan Ahmad Ali Ahmad Yani Ainun Alfons Ande Diaz Amalia, Regina Amin, Andi Mustika Aminuyati Amiruddin Tawe Ananda, Siska Andi Agus Andi Amelia Putri Andi Mustika Amin Andi Wahyuni Andi Zuhra Ibrahim Andika Putra Anggreni, Melda Angkat , Ismail Angraeni, Erni Anna Apriana Hidayanti Annisa Paramaswary Aslam Anton Jamal Anwar Ramli Anwar Ramli Aprilia, Nur Amanda Aria Saputra Ariandy, Fiar Arif Prasetya Arjunah Arsil Ainun Rahman Ary Wahyudi Asbi Amin Asharun, Alfahira Aslam, Annisa Paramaswary Assapari, Muhammad Mugni Awalia, Nurilmi Ayu Ayu Afrilia Ayu, Dian Fajar Azmia Laily Azzuhra, Wilda Banurea, Sabarita Basri Bela Safitri Latowale Bima Sena Bayu Dewantara Bin Wan Ismail, Wan Zuhari Br Saragih, Apulina Bukhari Burhanuddin Cakrawijaya, Muh.Hidayat Canra Permadi Chalid Imran Musa Chalid Imran Musa Cut Nyakdhin Cut Nya’dhin Darmila, Lilis Defrianti Ramadani Dian Nanda Islami Dian Prastiwi, Liyana Dina Puspita Sari Dipoatmodjo, Tenri S.P Dipokusumo, Bambang Dj, MUHAMMAD ZUHRI Dzakwan Naufal Ekaputri, Risky Endi Ardianto Fachrurrazi Fadianti, Nurhas Fadli Fadli Faturrahman Fahlia Fahrul Razi Faisal, Fanny Indrayanti Farid H Tamim Fathurrahman, Fadli Fatihah Fatwa, Nur Apriani Febinda Febrianti Fendy Maradita Firman syah Fisa, Triansyah Fitriyah H., Mar'atul Fuady Gusti Ayu Ratih Damayanti Habeahan , Soufi Sakinah Hadi Saputra, Didin Haeruddin Hardiansyah, Rian Hardianty, Angraeni Hartini Hasidu, La Ode Abdul Fajar Hasriani Hayati Hety Budiyanti, Hety Husaini Husda Idris, Abdi Akbar Ihsan, Ahmad ihsan Iin Meriza, Iin Ilyas, Andi Alfiyah Indra Ardiansyah Irianto, Achmad Ishak, Muhammad Izzuddin Syakir Iyo King Siang JAMILAH Jayanti Mandasari Jovan Josafat Jaenputra Karmila, Susi Khaerudin, Dian Noorvy Khidri Alwi, Muhammad Kiki Frida Sulistyani Lalu Muhamad Isnaeni Lalu Muhammad Nurul Wathoni Lina, Sri Intan Lisa Herianti Lukman Hakim M. Ikhwan Maulana Haeruddin M. Yusuf M. Zaki Maisy Alpha, Moch. Bahril Maisyaroh, Ummi Malika, Safinah Aisya Mandalika, Eka Nurminda Dewi Mandasari, Jayanti Maradita, Fendy Mark G. Maffett Martadinata, Sudrajat Marwah, Andi Maulana, M. Ikhwan Maya Ranti Meri Sartika Milawati Milwarni Mitrayati Mohamad Walid Asyhari Muhammad Muhammad Ayyub Amin Muhammad Azhari Muhammad Imaduddin As'ad Muhammad Munawir Syarif, Muhammad Munawir Muhammad Nurjaya Muhammad Rafli Faishal Wardana Muhammad Rifal Fan Putra Muhammad Rifqi Azhar Mujahidah Mukarram, Hadratul Munandar, Wahyu Munawarah Mursyid, Tengku Alfian Musa, Muhammad Ichwan Muslem Daud Mustika Amin, Andi N. Ginting Natsir, Uhud Darmawan Nelly Ngabe Joyti, Devi Adnyaswari Ni Made Nike Zeamita Widiyanti Niluh Desy Purnamasari Nur Hafizhah Putri Nurasia Nurfarhana Nurhaedar Djafar Nurhayati Marada Nurjihanar, Nurul Mutmainnah Nurlita Kapiso Nurmaliyah Nurman Nurniqta Nursan, Muhammad Nurul Aprianti Nurul Azmi Nurul Fauziah Nurul Hirdayu Nurwahidah Nurzainah Ginting Nurzin R Kasau Oktavia, Rini P Patriani Paisal, Jon Pebrina, Maghfirah Peni Patriani Pohan, Khairisa Pohan, Zulfikar Riza Haris Poniman Putri Septiani Quthni , Afhdar Rachman, Intan Cahyani Radja, Muh. Jusuf Rafiana A. S., Andi Besse Rahmah Johar Rahmat Karim Rahmi , Mutia Rahmi Rahmi Raihan, Rahmi Ramli Ramli Rani Darmayanti Ratna Mutia Resmawan, Erwin Reyvana Rian Hardiansyah Rika Rokhana Riska Rismawati Riyanto Sigit, Riyanto Rizaldi, Muhammad Rochmad Ponco Wasito Romansyah Sahabuddin Rosminah Rudianti Batter, Sherly Ruma, Zainal Safira, Yulia Safitri, Diah Ayu Safitri, Eva Said Munzir Saiful Arif Sam Hermansyah Sapira, Amani Sahra Savitri, Ni Made Widya Setiawan, Rifani Setiawardhana Shafa Shaidul Maula Sigit Riyanto Siregar, Sarmedi Agus Siti Alifa Siti Hasbiah Siti Rahmi Siti Rahmi, Siti Sri Mulyono Sri Reno Sri Wahyuni Sriyatun Stefani Tanus Sugiarto, Aris Sukarno SULASTRI Sumardi Efendi Supartiningsih, Sri Surya, Iman Syamsuddin, Nurfiani Syamsunir Syardiansyah Syawila , Zuhrayana Syiar Rinaldy Syukriah Tarmizi Taufik, Anisya Devinta Taufiq Hidayat Tengku Alfian Mursyid Thoharoh, Muchibatut Tifani, Aurellia Trias Puguh Jatmiko, Henry Trikoesoemaningtyas Usman M Vira Ayustina Wahyu Hidayat Wawan Kurniawan Widhi Kurniawan, Agung Wildan Syafitri Willy Septinar Wirajaya Kusuma Yani, Salwa Sahpija Yudit Yusmika Indah Zahrul Fuadi Zalmi Dzirrusydi Zhahirah, Nasywa Zhanaz Tasya