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ZAINUL ARIFIN
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Journal : INFORMAL: Informatics Journal

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Identifikasi Kerusakan Jaringan Histologi Pada Ginjal Dengan Fitur Tekstur Menggunakan Model Fitur Gray Level Coocurrence Matrix (GLCM) Zainul Arifin; Izzati Muhimmah; Ika Firdianingsih
INFORMAL: Informatics Journal Vol 2 No 2 (2017): INFORMAL - Informatics Journal
Publisher : Faculty of Computer Science, University of Jember

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Abstract

Congestion is one type of damage that occurs in the histology of the kidney tissue, where there is excessive blood within the blood vessels of a particular area. In this research, we will design a system to detect congestion in the histology network of the kidneys using texture feature approach with gray level cooccurence matrix (GLCM) method, as well as using vector machine support method (SVM). The subject of data used is histology image of mouse kidney tissue using H & E staining obtained at medical faculty of Islamic university of indonesia. image data used as many as 50 congestion training images and 50 normal training images with the size 256 x 256 pixels. while the test image uses an average size of 3000 x 3000 pixels. the results of the experiments performed with cluster parameters k = 2 to k = 5 show good results, with an average class accuracy rate of 80%, and the accuracy of the segment is 96%.
Co-Authors . Suhardono . Suharyono . Sunarti . Wilopo A.A Ngurah Dianta Esa Negara Ach. Zulfikar Chaidir ACHMAD FAUZI Achmad Fauzi DH Achmad Suhandi Aditya Satriawan Agita Kristian Yudhanto Agus Zaenul Fitri Ahmad Hafidz Lubis Ahmad Munir Saifulloh Ahmad Syafii Rahman Ahmad Trijatmiko Akhmad Saifullah Azzamzuri Aldino Satria Graha Alfian Adi Permana Anggun Himawan Aniesa Samira Bafadhal Ardhi, Nusantara Fathonisyam Putra Ardhini Karin Wardani Ari Eko Wardoyo Ario Prakoso Aswitha D. Boediarso As’alul Maghfiroh Ayu Devi Hanifah Azzadina Raiza Azzudy, Muhammad Saifuddin Bayu Angga Aryo Kuncoro Bayu Bajra Bayu Rudiyanto Berly Wijayanti Burhani Maulana Suprayogi Cipto Sembodo Dahlan Fanani Darayani Ernoputri Desriliwa Ade Mela Dessy Irma Dianita Dheva Novianda Saputri Dimas Hendika Wibowo Dorina Siregar Dr Lukman Hakim Edy Yulianto Eka Intan Kumala Putri Elya Wulan Pratiwi Eva Maghfiroh Fadhil Mochammed Rafiz Fathurrahman Fathurrahman Febe Yustina Setyningrum Feisal Abidin Fijar Fouratama Firman Kurniawan Frenda Arif Ernando Putra Giardo Permadi Putra Ginanjar Abdurrahman Gunawan Syahputra Wijaya Hanis Adira Lubis Haritsya Khulud Harnen Sulistio Heidi Sahertiah Herningtyas Ardhirahman Sampurno Ika Firdianingsih Ike Venessa Inggang Perwangsa Nuralam Intan Mazidah Permatasari Irawan, Dudi Irsan Irwansyah Nasution Izzati Muhimmah Jesi Trilia Sovani Kadarisman Hidayat Kddour Geuttaoui Bedra Kuncoro Aprilia Hikmawati Kusuma Ratnawati Kusuma, Ketut Chandra Adinata Layyinatul Afidah Leli Rosiyana Linggar Eka Setyanto Lukman Azis Lutfi Ardiansyah M Iqbal Choirullah M. Kholid Mawardi M. Randhy Martadinata Made Agus Dharmadi Mamik Ratnawati Marli Mas Aga Haris Irzandy Mido Ester J. Sitorus Mikyal Mahdi Rahman Milatul Khoyimah Mochammad Andryansyah Mochammad Juhairi Muhammad Abrori Muhammad Irwanti Muhammad Riduansyah Muhammad Syahri Ramadhan Muhammad Zilal Hamzah Muharom, Lutfi Ali Mukhammad Kholid Mawardi Nandya Ayu Putri Nasharuddin Mas Nieke Nurdiyanty Winanda Nirakatriena Pravitaswari Nisa Alfilasari Nur Muslimah Nurhafid Ishari Oktavianto, Hardian Parell Tua Halomoan Simanjuntak Prama Baswara Widigjaya Pramuja, Alvin Dian Prayoga Saputra Puthud Wijanarko Putra Firman Jayawijaya Putranda Miftahul Amanata Putri Meliana Sugianto Rahayu, Supriati Hardi Rahman Adi Wijaya Rahman, Miftahur Rama Wahyudi Rindy Regar Robby Nur Akbar Rumiah Siregar Sanjayawati, Hilda SATRIYAS ILYAS Shobirin Noer Sofian Natanial Sri Wahyudi Suci Ramadhanti Febriani Suhud Kharisma Suleha Lubis Sulistyo, Henny Wahyu Sunarsih, Aci Sunarti Sunarti Survival Suwari Syamsul Arifin Syuhud Taralan Tambunan Torkis Lubis Usnun Nasichah Kurniawati Wahid Mahmud Widya Kusuma Wardhani Wijaya, Guruh Wilopo Wilopo Wilopo Wilopo Yongki Perdana Putra Yuana Susmiati Yurinaldi Yurinaldi Zahruddin Zahruddin