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Journal : EMITTER International Journal of Engineering Technology

Implementation of Portable Ultrasound for Heart Disease Detection Using Cloud Computing-Based Machine Learning Sigit, Riyanto; Rika Rokhana; Setiawardhana; Taufiq Hidayat; Anwar; Jovan Josafat Jaenputra
EMITTER International Journal of Engineering Technology Vol 12 No 2 (2024)
Publisher : Politeknik Elektronika Negeri Surabaya (PENS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24003/emitter.v12i2.904

Abstract

Heart disease remains one of the leading causes of death globally, including in Indonesia. Cardiovascular disease is the leading cause of death worldwide, resulting in a significant number of fatalities. In Indonesia, access to specialized heart examination services is limited, requiring patients to visit large hospitals equipped with specialized facilities. Echocardiographic examinations using ultrasound can measure various heart parameters, such as hemodynamics, heart mass, and myocardial deformation. Portable ultrasound devices have emerged, enabling flexible and effective heart examinations. These devices capture video data of the patient's heart condition. The data undergoes image preprocessing involving median filtering, high-boost filtering, morphological operations, thresholding, and Canny filtering. Segmentation is performed using region filters, collinear filters, and triangle equations. Tracking utilizes the Optical Flow Lucas-Kanade method, and feature extraction employs Euclidean distance and trigonometric equations. The classification stage uses Support Vector Machine (SVM). Video data is transmitted via a mobile application to the cloud, where all stages from preprocessing to classification are conducted on cloud servers. The classification results are then sent back to the mobile application. The proposed model achieved an accuracy rate of 86% with a standard deviation of 0.09, indicating that the detection system performs effectively.
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