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Journal : CESS (Journal of Computer Engineering, System and Science)

Machine Learning in Medical Image Processing: Review of Methods and Outcomes Syaharuddin, Syaharuddin
CESS (Journal of Computer Engineering, System and Science) Vol 9, No 2 (2024): July 2024
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/cess.v9i2.61460

Abstract

This study uses a qualitative research method using a Systematic Literature Review (SLR) approach to comprehensively analyze optimal machine learning methodologies for medical image processing. The goal is to propose strategies to overcome existing barriers, thereby improving diagnostic accuracy and streamlining clinical workflows in healthcare through advanced machine learning applications. A literature search was conducted using three main data sources: Scopus, DOAJ, and Google Scholar, covering the period 2013 to 2024. Extensive application of machine learning (ML) techniques, especially deep learning models such as convolutional neural networks (CNN), has resulted in progress which is significant in medical image processing. These techniques have improved diagnostic accuracy and efficiency, overcome complex imaging challenges, and provided a powerful framework for disease detection, classification, and segmentation. This review aims to consolidate these findings and suggest future research directions to further integrate ML in medical imaging.
Co-Authors -, Ibrahim - -, Mintasrihardi - Abdillah Abdillah Abdillah Abdillah Abdillah Abdillah Abdillah Abdillah Abdillah Abdillah Abdul Sakban Abdul Wahab Ade Ubaidah Adhiim Rizky, Abdul Adriyanto Adriyanto Agus Herianto Agus Kurniawan Agus Sapari, Lalu Adi Agustian, Bayu Agustina, Julianti Ahmad Ahmad Ahmad Ahmad Ahmad Mizwar Ai Siti Nurmiati Aini, Kuratul Akhmad Syafruddin Alfiana Sahraini Alfira Mulya Astuti, Alfira Mulya Alia, Alia Alimin, Khairul Amalia Rahmatin Amina Tusaadia Amini, Ainin Amiruddin Ana Merdekawaty Anggita Denia Annisa Aqodiah Aqodiah Ashraf, Hameed Astriyani Oktafian Atun Yulianto Aulia, Hartika Auliah, Jumratul Awaluddin Awaluddin Hasrin Azizah, Asma Azmiatun Solehah Bahmid Hasbullah Baiq Lukita Rauhul Mardatillah Bambang Subiyakto Biswadip Basu Mallik Burhanuddin Burhanuddin Chen Jihe David Hermansyah Dedy Iswanto Deni Apriansyah Desi Nadila Dewi Pramita Dewi Pramita Dewi Pramita Dhea Davina Dirganti Dian Eka Maya Sari Doni Dwiranata Donna Ekawaty Dwi Noorma Putri Dwi Rizki Muharani Eka Fitriani Eka Fitriani Elin Nurmayanti Elin Nurmyanti Emilia Silvana Sitompul Emilianus Jehadus Erina Salsabila Ashri Ersis Warmansyah Abbas Eta Susilawati Ningsih Etika Pujiana Evi Febriana Evi Febriana, Evi Fahresi M, A. Muh. Farhan Farah Heniati Santosa Farah Heniati Santosa Fatayah Fatayah Fatmawati, Fatmawati Febriani, Putri Ayu Febrita Susanti Fety Fejriani Gervas, Hamenyimana Emanuel Habib Ratu Perwira Negara Habibi Ratu Perwira Negara Halda Nor Halisa Hani Subakti Hani Yupita Salwa Harimansyah, Reza Hendri Gunawan Herawati, Baiq Candra Hermansyah, David Herry Porda Nugroho Putro Herry Suprajitno Hidayah, Nurul Iman Hidayanti, Nur Fitri Himni Ruhmayanti Husnawati Agustina Husnul Buairi Buairi Husnul Yaqin Ibrahim Ibrahim Idris Parakkasi Ilham Ilham Intan Dwi Hastuti Intan Purnama Sari Irma Setiawan, Irma Iswanto, Dedy Iwin Ardyawin Jauhari, Lutfi Jerito Pareira Jerito Pereira Kamula, Ega Ade Kasmin Kiki Riska Ayu Kurniawati, Kiki Riska Ayu Kikin Saradela Kirti Verma Kohar, Nanang Lailatul Hoyali Laksono Trisnantoro Lala Lalu Sucipto Leni Muharni Linda Linda Linita Sulistina Lutfiyatul Wahdah M. Gufran Ali M. Hendrawansyah M. Sobry Maemunah Maemunah Mahsup Mahsup Mahsup Mahsup Mahsup Mahsup Mahsup Mahsup, Mahsup Maimun Maimun Maimun Malik Ibrahim Malik Ibrahim Mardiyah Hayati Marzuki Marzuki Mas'ad Mas'ad Maujud, Fathul Maulana, M. Rizki Maulia Putri Mehmood, Saba Melani Putri Meyundasari, Maulidia Dwi Misratun Maiti Moh, Solehuddin Mohamad Iwan Fitriani Muhammad Arsyad Muhammad Hardiansyah Muhammad Khalis Ilmi Muhammad Nizaar Muhammad Rico Muhammad Salahuddin Muhammad Saleh Mukminah Mukminah Munandar, Muhammad Abdul Haris Muntu, Andi Tenri Sri Muslimin Muslimin Muslimin, Ikhwanul Mutiani Mutmainnah, Andi Muttahid Shah Nadila, Desi Ndiung, Sabina Ni Nengah Suarsini Ningsih, Nurul Hidayati Indra Noer Saudah Nur Amar Fitrianti Nur Farida Nur Insani Nurdiani Azzahrah Nurfiati Nurfiati Nurhalimah, Atin Nurmiwati, Nurmiwati Nurul Hidayati Nurul Hikmah Nurul Hikmah Nurul Hikmah Nurul Lailatul Khusniyah Palloan, Agustinus Putri Nurfirani Rahaju, Rahaju Rahman, Yosi Solidatul Rahmawati Rahmawati Raihan, Zulasfiani Rakim Mansurah Ratni Purwasih Raza, Wasim Rianto Rianto Rima Rahmaniah Rina Gustina Rini Anjani Rini, Widia Ripai Ripai Rippi Maya Rizky Eka Tuningsih, Johriah Rochgiyanti Rody Satriawan Rohayu H, Rina Rosada Rosada Rosada Rosada Ruslan B Ruslan, Rezky Rahma Saba Mehmood Saba Mehmood Saddam Saddam Sahara, Ani Sahraini, Alfiana Salma Salma Sangputri Sidik Saparwadi Saparwadi Saputri, Jesika Sari, Nur Indah Sari, Nursina Setiawati, Linda Mardiani Sholehah, Azmiatun Sintayana Muhardini Sirajuddin Sirajuddin Sirajuddin Sirajuddin Sirajuddin Siti Arfa Halisa Siti Fara Handayani Siti Fatimah Siti Hasanah Siti Raihanah Siti Soraya Sitti Fatimah Sangkala Sirate Sri Maryani Sri Mulyono Sri Rejeki Sry Wahyuningsih Suaema, Suaema Sucipto, Lalu Sucipto, Lalu Sudirman Sumarlin Sumarni Sumarni Sumarti, Baiq Sumeet Goyal Suraya Suraya Suvriadi Panggabean Suwanti, Vivi Syaifuddin Iskandar Syarifuddin Syarifuddin Tamur, Maximus Tatik Retno Murniasih Taufik Hidayat Tri Damayanty Syamsul Ummul Karyati Usman, Lalu Hamdi Valeria Suryani Kurnila Vera Mandailina Vera Mandailina Vera Mandailina Vera Mandailina, Vera Vera Mendalina Vina Melia Mardika Wahyu Ningsih Wahyudi Rakhman Wasim Raza Winda Sari Wiyana As'ari Xinxin Li Ying Zhou Yudin Citradin Yuliatun, Yuliatun Yuni Susilowati Yuni Susilowati Yuni Susilowati Yunita Septiana Anwar Zaenab Jamaludin Zubaidah, Risna