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All Journal Indonesian Journal of Geography Jurnal Teknik ITS IPTEK Journal of Proceedings Series IPTEK The Journal for Technology and Science JFA (Jurnal Fisika dan Aplikasinya) Jurnal Geosaintek INDONESIAN JOURNAL OF APPLIED PHYSICS Physics Education Research Journal Sewagati Jurnal Geosaintek
Juan Pandu Gya Nur Rochman
Departemen Teknik Geofisika Institut Teknologi Sepuluh Nopember
Arts Humanities Astronomy Computer Science & IT Earth & Planetary Sciences Education Energy Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Physics Public Health Social Sciences Other

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Journal : Physics Education Research Journal

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Efektivitas Penggunaan Seleksi Ciri CFS pada Klasifikasi Ciri Bentuk Nodul Kanker Payudara dengan Citra Ultrasonografi Hesti Khuzaimah Nurul Yusufiyah; Juan Pandu Gya Nur Rochman
Physics Education Research Journal Vol 3, No 1 (2021)
Publisher : Faculty of Science and Education, UIN Walisongo Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/perj.2021.3.1.6667

Abstract

The implementation of nodule shape characteristics is one of the parameters used in determining breast cancer malignancy. Mathematical calculations are used as a second decision to strengthen radiologists in determining breast cancer malignancy using ultrasound images (USG). The method used in this research is to filter ultrasound images that contain speckle noise, then continue the segmentation process, extracting shape features, selecting shape features, and classifying them. The feature selection process using Correlated based Feature Selection (CFS) is used to select the dominant shape features in the image. The classification results obtained show that the results of feature selection using CFS can improve the results of image accuracy, sensitivity and specificity, so as to be able to better distinguish the characteristic shape of the cancer nodule.
Co-Authors A, Dara Felisia Adhitama Rachman Aditama, Ferdian Yoga Aditya Manafiska Putra Afif, Hamzah Agustin, Arin Dwi Akbar, Firman Syaifuddin Alam, Kharis Aulia Alif Prabawa Arwananda Alwi Husein Amalia, Masruro Amien Widodo Anik Hilyah Ardhityasari, Dara Felisia Arin Dwi Agustin Arwananda, Alif Prabawa Arwananda, Alif Prabawa Ary Iswahyudi Ayi S. Bahri Bahri, Ayi Syaeful Banuboro, Adib Banuboro, Adib Dewi, Kiki Kartika Dewi, Kiki Kartika Dhea Pratama Novian Dwa Desa Warnana Erik Sapta Perbawa Fahmi Aulia Rahman Fajar, M. Haris Miftakhul Febry Rokhman Firdaus Ferdian Yoga Aditama Fikri Abdulah Hamzah Afif Hanif Dhiyaz Ulhaq F Hesti Khuzaimah Nurul Yusufiyah Hibatullah, Muhammad Irsyad Hilyah, Anik Husein, Alwi Ilham Adi Priyambodo Irwan Setyowidodo, Bagus Jaya Santosa Khairul Yadi Kharis Aulia Alam Kiki Kartika Dewi Lestari, Wien M Haris Miftakhul Fajar M Singgih Purwanto Mariyanto Mariyanto Masruro Amalia Muhammad Haidar Muhammad Irsyad Hibatullah Muhammad Noor Muhammad Shafran Shofyan Nila Sutra Nizar Riyantiyo Noor, Muhammad Reza Shalahuddin Novian, Dhea Pratama Nugroho, Wicaksono Dwi Purwanto, M. Singgih Putra P fikri Muhammad Putra P, Muhammad Fikri Rahman, Fahmi Aulia Rahmatun Inayah Ria Asih A. Soemitro Ria Asih Aryani Soemitro Riyantiyo, Nizar Dwi Roslee, Rodeano Sayyidatul Khoiridah Shofyan, Muhammad Shafran Sugeng Kurniawan Sugeng Kurniawan Sugeng Pribadi Sugeng Pribadi Sutra, Nila Syaifuddin, Firman Syaifuddin, Firman Thufeil Amr Adausy Widya Utama yadi, Khairul