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Pleural Effusion Classification Based on Chest X-Ray Images using Convolutional Neural Network Ahmad Rafiansyah Fauzan; Mohammad Iwan Wahyuddin; Sari Ningsih
Jurnal Ilmu Komputer dan Informasi Vol 14, No 1 (2021): Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Information
Publisher : Faculty of Computer Science - Universitas Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21609/jiki.v14i1.898

Abstract

Pleural effusion is a respiratory infection characterized by a buildup of fluid between the two layers of pleura, which causes specific symptoms such as chest pain and shortness of breath. In Indonesia, pleural effusion cases alone account for 2.7% of other respiratory infections, with an estimated number of sufferers in general at more than 3000 people per 1 million population annually. Pleural effusion is a severe case and can cause death if not treated immediately. Based on a study, as many as 15% of 104 patients diagnosed with pleural effusion died within 30 days. In this paper, we present a model that can detect pleural effusion based on chest x-ray images automatically using a Machine Learning algorithm. The machine learning algorithm used is Convolutional Neural Network (CNN), with the dataset used from ChestX-ray14. The number of data used was 2500 in the form of x-ray images, based on two different classes, x-ray with pleural effusion and x-ray with normal condition. The evaluation result shows that the CNN model can classify data with an accuracy of 95% of the test set data; thus, we hope it can be an alternative to assist medical diagnosis in pleural effusion detection.
Redundancy Link dan Load Balancing Menggunakan Metode EtherChannel LACP dengan InterVLAN Routing Alfin Syaifudin; Mohammad Iwan Wahyuddin; Sari Ningsih
JOINTECS (Journal of Information Technology and Computer Science) Vol 5, No 2 (2020)
Publisher : Universitas Widyagama Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (615.348 KB) | DOI: 10.31328/jointecs.v5i2.1251

Abstract

Peningkatan jumlah pengguna jaringan yang signifikan saat ini, perlu diimbangi dengan infrastuktur jaringan LAN yang memiliki tingkat ketersediaan yang baik agar konektivitas jaringan tetap terjaga. Konektivitas pada jaringan LAN terganggu akibat masalah yang muncul saat jaringan digunakan. Permasalahan tersebut dapat diatasi dengan menerapkan LAN EtherChannel, di mana pada penelitian ini menerapkan teknologi EtherChannel tipe LACP sebagai rancangan redundancy link dan load balancing pada skema jaringan yang dibuat terdapat jalur alternatif/redundansi dan sistem penyeimbang beban kerja jaringan. Penggunaan interVLAN routing tipe SVI (Switch Virtual Interface) membuat antar VLAN pada jaringan dapat saling terhubung melalui virtual interface, sehingga proses routing tetap berjalan walaupun link yang digunakan mengalami kerusakan serta dapat mendukung kinerja dari penerapan teknologi EtherChannel tersebut. Dari penerapan teknologi tersebut, permasalahan jaringan LAN dapat didapatkan peningkatan ketersediaan jaringan serta kecilnya resiko overload dengan performa jaringan yang baik yaitu pada kondisi 30, 40 dan 50 PC tiap rata-rata nilai packet loss kurang dari 1% dan delay tidak lebih dari 150 ms.
Sistem Informasi Penjualan Ayam Asap Pada iSmoked Berbasis Web Menggunakan Metode RAD Ranon Kusuma Chandra; Mohammad Iwan Wahyuddin
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 2 (2022): April 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i2.3557

Abstract

One of the foods of animal origin is chicken. Chicken is the animal that is most often consumed by humans, one of the processed chicken is smoked chicken. Smoked chicken is a product sold by iSmoked, iSmoked is located in the city of Jakarta, precisely on Jalan Manunggal II, South Petukangan. Because people rarely know about the existence of this smoked chicken shop and the rapid development of information systems entering the realm of business, therefore an information system is needed as a medium that can help solve shop owner problems. From the problems cited above, the purpose of this study is to build a sales information system that utilizes a website as a means of sales and promotion. This website was created using HTML and PHP programming languages and uses a framework, namely Codeigniter and Bootstrap so that the web display becomes responsive and attractive and can be opened on all types of browsers. The design of this information system uses the Rapid Application Development (RAD) method and the implementation of the test uses several methods such as interviews and system observations. With the design of this information system, the owner can sell their products with other media.
Penerapan Rapid Application Development (RAD) Dalam Pengembangan Aplikasi Penjualan Ikan Cupang Hias Berbasis Web Septian Muhammad Fauzi; Mohammad Iwan Wahyuddin
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 2 (2022): April 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i2.3555

Abstract

Betta.dja is a small business that sells ornamental betta fish located in Perum. Depok Jaya Agung, Jl. Apple 8, Ex. Rangapan Jaya, Depok City, in this transaction, usually Betta.Dja does COD (Cash On Delivery) for customers who want to buy fish on social media, or come directly to the store, because they do not have a sales website to provide information to customers. At this time Betta.dja recapitulates the sale of ornamental betta fish using only Microsoft Office. Because it is very inefficient in managing data. If any processed data is lost or damaged, it can result in inaccurate data. The application for selling ornamental betta fish uses a web-based RAD (Rapid Application Development) method. In this study, the expected result is an ornamental betta fish website by providing fast and accurate information.
Perancangan Sistem Informasi Radio Online Universitas Nasional Berbasis Web Ibnu Bukhari; Mohammad Iwan Wahyuddin; Novi Dian Nathasia
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 3 (2020): Juli 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i3.2214

Abstract

Radio in a college has now developed sufficiently. Radio Unas is a radio broadcast owned by the National University that is managed by the Unas TV and Radio Laboratory. Present online radio or website based radio streaming. Radio streaming is a technology that sends audio files simultaneously to many users. The purpose of this research is to build and develop a National University online radio using Icecast as a freeware and winamp streaming radio as software used for radio broadcast media. The design of this information system through several discussions is a needs analysis, system design, testing and implementation. With streaming radio at the National University, the public and students of the National University do not miss the latest information about the National University and become a means of entertainment for National University students and the public as long as they are connected to the internet. From the trial results of the National University's online radio site, the streaming radio system can help the public and students of the National University to provide streaming radio content, listen to music and view activities from the National University Radio through the website
Sistem Informasi Penjualan Makanan Menggunakan Metode User Centered Design Berbasis Web Yuli Pratama Aldi; Mohammad Iwan Wahyuddin
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 2 (2022): April 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i2.3568

Abstract

One of the uses of the internet in processing an information can be applied to the design of a system. One of them is a sales site that makes it easier for entrepreneurs to promote their products and make it easier for people to find information and needs. The limitations of product marketing are an obstacle in increasing sales turnover and recording inventory as well as recording sales reports which are still done manually which will have a bad impact so that it hampers the sales process. The purpose of this study is to create an online store website using the User Centered Design method to provide better service for customers and provide convenience for sellers. Researchers use the waterfall method, this method is used to create a software system that is flowing starting from design analysis, coding, and testing. This program is tested using the Blackbox method by entering existing data. This design uses UML or the abbreviation of Unified Modeling Language, PHP language as script, and MySQL database.
Decision Recommended Food Aid Recipients Citizens Noncash In the Neighborhood Using TOPSIS Method Based Mobile: Decision Recommended Food Aid Recipients Citizens Noncash In the Neighborhood Using TOPSIS Method Based Mobile Indra Mahendra; Mohammad Iwan Wahyuddin; Endah Tri Esthi Handayani
Jurnal Mantik Vol. 3 No. 4 (2020): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (561.731 KB)

Abstract

Non-cash Providing Food Assistance (BPNT) to the community from the government is a form of effort to Strengthen household food security, especially for poor Households. Determination of the criteria for the beneficiaries of aid is Often a complex problem, for that we need a tool to be Able to Facilitate decision making recommends that the reception of food aid the which certainly adheres to Several criteria. In the calculation for the consideration of taking a decision to receive food aid, this application uses the Technique for Others Reference by Similarity to Ideal Solution (TOPSIS) method of ranking Several alternatives from Several criteria. The results of testing the application using the TOPSIS method Obtained the highest value of 1 with the name Yusran while the manual calculation with the SAW method Obtained the highest value of 100 with the same name.
Multimedia Applications Introduction Indonesian Traditional Musical Instruments Using Augmented Reality Technology With Marker Method Based Tracking: Multimedia Applications Introduction Indonesian Traditional Musical Instruments Using Augmented Reality Technology With Marker Method Based Tracking Dendy Virgiawan; Mohammad Iwan Wahyuddin; Endah Tri Esthi
Jurnal Mantik Vol. 3 No. 4 (2020): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (499.119 KB)

Abstract

The use of Augmented Reality as a medium for the introduction of Indonesian traditional musical instruments to Overcome the lack of introduction of traditional musical instruments, as well as increase of the value of understanding and provide a more interactive experience. An Augmented Reality-based introduction that displays 3D objects from traditional musical instruments. This application is made for smartphones using the Marker-Based Tracking method is the which is a part of the Augmented Reality that can be used in a marker pattern that will be read through a media tool for Android-based devices. Based on testing three devices, the application can run well, this application has a minimum specification operating system Android 5.1 (Lollipop) with a minimum of 1 GB of RAM.
Queuing System Design On Android-Based Bank Teller Method Using Multi Channel - Single Phase: Queuing System Design On Android-Based Bank Teller Method Using Multi Channel - Single Phase Arman Mubarokh; Mohammad Iwan Wahyuddin; Sari Ningsih
Jurnal Mantik Vol. 3 No. 4 (2020): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (380.729 KB)

Abstract

This research was conducted because of the frequent problems of queuing at company services such as banks, so that there are things that are not profitable between customers and banks. This problem Generally Occurs Because it is the caused by the need for services performed by customers that are exceeding capacity, the which makes the customer have to wait in line for some time to be served. The time-consuming queuing system will harm both parties for the customer and the bank. The purpose of this research is to create a mobile-based online queuing system using the mobile web applications and to get a queue number, so that customers no longer have to come in advance to the queue and can use the time to queue practically. This application is expected to reduce the long queues on bank services and the service process works better and more efficiently. It is hoped that this system will provide benefits and impact on the satisfaction of customers and the bank. This system implements a single phase roomates multi-channel method can use more than one teller and only has one queue number. Thus Spake the teller can serve the queue number without having to wait for other tellers to serve the customer, so that it can reduce the queue that Occurs in the bank.
Design and Implementation of the External Quality Assurance System Application Case Study of the National University Quality Assurance Agency: Design and Implementation of the External Quality Assurance System Application Case Study of the National University Quality Assurance Agency Ahmad Deni Maulana; Mohammad Iwan Wahyuddin; Sari Ningsih
Jurnal Mantik Vol. 4 No. 1 (2020): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (880.79 KB)

Abstract

This study aims to describe the implementation of the application of the External Quality Assurance System (SPME) case study of the National University Quality Assurance Agency. In this case the SPME application is managing website-based document management so that it can support SPME performance. Data collection is done by qualitative methods, namely through observation, interview, and documentation. The results of the study are as follows (1) Campus can implement an external quality assurance application system, (2) In implementing the system, the data and information used are correct and accurate so that it can support SPME activities in the campus environment, (3) All activities implementing the external quality assurance system can be documented.