Implementasi dan Konfigurasi Infrastruktur Sistem Cerdas 3DVT

Pamungkas, Ega Prabu (2023) Implementasi dan Konfigurasi Infrastruktur Sistem Cerdas 3DVT. Project Report. [s.n], [s.l.]. (Unpublished)

Text 05111940000014-Project_Report.pdf - Accepted Version Download (1MB)

Abstract

Sistem cerdas 3DVT merupakan sebuah sistem cerdas untuk melakukan segmentasi gumpalan darah (thrombus) pada kasus Deep Vein Thrombosis (DVT) melalui citra 2D USG. Selain dapat melakukan segmentasi secara otomatis area thrombus dan pembuluh darah, 3DVT juga dilengkapi dengan fitur rekonstruksi 3D pembuluh darah serta thrombus dari hasil pengolahan citra 2D USG. Sistem 3DVT tersedia di 3 platform yaitu Windows, Website, dan Android Mobile. Sistem ini memerlukan infrastruktur yang dapat mendukung kerjanya machine learning dari 3DVT. Infrastruktur dibuat dengan menggunakan bantuan Docker. Server 3DVT dibangun dengan VPS dari Digital Ocean (Droplets) dan menggunakan penyimpanannya berupa Digital Ocean Spaces. Sistem ini dibangun menggunakan webserver Nginx dan untuk membantu proses pembangunan (development) dibangun CI/CD menggunakan GitHub Actions. Dengan teknologi tersebut, sistem 3DVT dapat dibangun dengan baik saat proses maupun pasca proses pembangunan sistem.
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The 3DVT intelligent system is an intelligent system for segmenting blood clots (thrombus) in cases of Deep Vein Thrombosis (DVT) through 2D ultrasound images. Apart from being able to automatically segment areas of thrombus and blood vessels, 3DVT is also equipped with a 3D reconstruction feature of blood vessels and thrombus from the results of 2D ultrasound image processing. The 3DVT system is available on 3 platforms, namely Windows, Website and Android Mobile. This system requires infrastructure that can support the work of machine learning from 3DVT. The infrastructure was created using Docker. The 3DVT server is built with VPS from Digital Ocean (Droplets) and uses storage in the form of Digital Ocean Spaces. This system was built using the Nginx webserver and to assist the development process, CI/CD was built using GitHub Actions. With this technology, 3DVT systems can be built both during and after the system development process.

Item Type:	Monograph (Project Report)
Uncontrolled Keywords:	Website, Nginx, Docker, DigitalOcean, Spaces, GitHub Actions
Subjects:	T Technology > T Technology (General) > T58.6 Management information systems Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4050 Electronic information resources
Divisions:	Faculty of Intelligent Electrical and Informatics Technology (ELECTICS) > Informatics Engineering > 55201-(S1) Undergraduate Thesis
Depositing User:	Ega Prabu Pamungkas
Date Deposited:	04 Dec 2023 01:54
Last Modified:	04 Dec 2023 01:54
URI:	http://repository.its.ac.id/id/eprint/105250

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