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Journal : INTEGER: Journal of Information Technology

Deteksi Microaneurysms Pada Citra Retina Mata Menggunakan Matched Filter Santoso, Muhammad; Indriyani, Tutuk; Putra, Ricky Eka
INTEGER: Journal of Information Technology Vol 2, No 2 (2017): September 2017
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (483.328 KB) | DOI: 10.31284/j.integer.2017.v2i2.180

Abstract

Diabetic retinopathy is one of diabetes mellitus on eyes which causes permanent blindness. Microaneurysm becomes its sympthom which is signed by a spot with dark red in circle shape. A detection system on microaneurysms is designed to help medical experts. This research employed matched filter method to detect microaneurysms. Matched filter refers to one of matching template techniques. Microaneurysms have intencity profile in Gaussian, therefore a Gaussian matched filter can be used for detecting them. The searching on the sensitivity, specificity, and accuracy was calculated by ROC (Receiver Operating Characteristics). The research results obtained from 30 retina images of DIAETDB1 showed the average levels of sensitivity 64.53%, specificity 99.94%, and accuracy 99.90%.Keywords: Diabetic Retinopathy, Microaneurysm, Matched Filter, Gaussian Matched Filter, ROC, DIARETDB1.
Pengembangan Sistem Informasi Pengelolaan Praktik Industri Terintegrasi Sistem Informasi Akademik Terpadu Universitas Negeri Surabaya Putra, Ricky Eka; Asmunin, Asmunin
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.2371

Abstract

Praktik Industri (PI) is one of the mandatory courses that must be taken by students of all majors within the Faculty of Engineering, State University of Surabaya. Through this course, students are required to carry out learning in institutions/companies according to the field of science with the aim of knowing and practicing what they have learned in real practice in the company. The main problem in implementing PI is that all administrative processes are not integrated so that it is difficult for the parties involved in managing the PI. Some examples of problems related to PI include student information and industrial premises, activities while in industry, students who have not done PI, PI guidance notes, notes related to PI exams, Student Information and Advisory Lecturers, administrative data related to PI, Feedback from Industry and others. -other. Based on these problems, PI activities require an PI management information system that is integrated with the Integrated Academic Information System (SIAKADU) in the Department of Informatics, Faculty of Engineering Unesa. This PI management information system is built on a web-based basis using open source technology and is integrated with data on SIAKADU.