Lucky Indra Kesuma

@unisti.ac.id

Information System/ Faculty Of Computer Science
Universitas Sjakhyakirti



              

https://researchid.co/luckyindra25

RESEARCH, TEACHING, or OTHER INTERESTS

Management Information Systems, Information Systems and Management, Information Systems, Computer Science

2

Scopus Publications

22

Scholar Citations

3

Scholar h-index

Scopus Publications


  • Improved Chest X-Ray Image Quality Using Median and Gaussian Filter Methods
    Lucky Indra Kesuma, Ermatita Ermatita, Erwin Erwin, Purwita Sari, and Rudhy Ho Purabaya
    IEEE
    The lungs are one of the organs of the body that are responsible for the human respiratory process and are very susceptible to dangerous diseases. For this reason, early detection and diagnosis of lung organs is needed, one of which is through examination of Chest X-Ray (CXR) images. Examination of the results of CXR images is still done manually by doctors and radiologists, this requires time and high accuracy. To facilitate the examination, it is necessary to image quality enhancement in order to get better image quality results so as to produce an accurate diagnosis. The initial stage in this research is to apply the contour improvement technique to the image using Morphology Opening, and followed by noise reduction using Median Filter and Gaussian filter. The results of the two methods of noise reduction are compared with the results of image quality in order to find out the best method that can be applied. The implementation of image quality enhancement results was measured quantitatively using Peak Signal-to-Noise Ratio (PSNR), Mean Square Error (MSE), and Structural Similarity Index Metrics (SSIM). In the Morphology Opening and Median Filter methods, the values obtained are 39.187, 22.252, and 0.952, respectively. Meanwhile, the Morphology Opening and Gaussian Filter methods obtained values of 38.717, 23.917 and 0.956. Based on these results, it can be concluded that both methods are able to improve image quality well.

RECENT SCHOLAR PUBLICATIONS

  • Simulasi Algoritma Apriori dan FP-Growth Dalam Menentukan Rekomendasi Kodefikasi Barang Pada Transaksi Persediaan
    P Sari, LI Kesuma, AF Oklilas, MA Buchari
    Indonesian Journal of Computer Science 13 (1) 2024

  • Combination of Image Enhancement and U-Net Architecture for Cervical Cell Semantic Segmentation
    R Rudiansyah, L Iryani, LI Kesuma, P Sari, A Alamsyah
    JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 7 (2), 575-586 2024

  • Combination of Image Improvement on Segmentation Using a Convolutional Neural Network in Efforts to Detect Liver Disease
    N Umilizah, P Oktavia, LI Kusuma, TA Putri, I Rayani, M Suedarmin
    JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 7 (2), 375-384 2024

  • Application of The User Centered Design Method To Evaluate The Relationship Between User Experience, User Interface and Customer Satisfaction on Banking Mobile Application
    F Sudirjo, DMRT Dewa, LI Kesuma, L Suryaningsih, EY Utami
    Jurnal Informasi Dan Teknologi, 7-13 2024

  • The Combination of Black Hat Transform and U-Net in Image Enhancement and Blood Vessel Segmentation in Retinal Images
    CP Darmo, LI Kesuma, D Geovani
    Computer Engineering and Applications Journal 12 (3), 129-146 2023

  • ELREI: Ensemble Learning of ResNet, EfficientNet, and Inception-v3 for Lung Disease Classification based on Chest X-Ray Image.
    LI Kesuma
    International Journal of Intelligent Engineering & Systems 16 (5) 2023

  • Analisis Kualitas Pelayanan Website Tokopedia. co. id dan Shopee. co. id Menggunakan Metode Webqual 4.0 Dan TAM
    LI Kesuma, N Umilizah, M Cristianti
    JURNAL INFORMATIKA DAN SISTEM INFORMASI 3 (1), 64-76 2023

  • Implementation of Image Quality Improvement Methods and Lung Segmentation on Chest X-Ray Images Using U-Net Architectural Modifications
    R Rudiansyah, L Indra Kesuma
    Computer Engineering and Applications Journal 12 (2), 71-78 2023

  • SISTEM OPERASI
    N Heryana, M Kom, A Mabruri, S Kom, LI Kesuma, S SI, M Kom, ...
    CV Rey Media Grafika 2023

  • Model Integrasi Aplikasi X dan Y dengan pendekatan Enterprise Application Integration
    P Sari, LI Kesuma, MA Buchari, BW Putra
    JSI: Jurnal Sistem Informasi (E-Journal) 15 (1) 2023

  • Decision Support System for Determining COVID-19 Aid Recipients using the Simple Additive Weighting (SAW) Method
    LI Kesuma, I Indra, I Irmawati
    Journal Of Engineering And Technology Innovation (JETI) 2 (01), 18-25 2023

  • Classification of Covid-19 Diseases Through Lung CT-Scan Image Using the ResNet-50 Architecture
    LI Kesuma, R Rudiansyah
    Computer Engineering and Applications Journal 12 (1), 11-30 2023

  • Identification of Floods in Palembang Area Using Fuzzy Logic Method of Mamdani and Sugeno
    A Sukmawati, L Iryana, P Adriansyah, LI Kesuma
    JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 434-444 2023

  • LITERASI DIGITAL: CERDAS MENGGUNAKAN MEDIA SOSIAL DALAM MENANGGULANGI BERITA PALSU (HOAX) DILINGKUNGKAN UNIVERSITAS SJAKHYAKIRTI
    AA Putra, P Maharani, LI Kesuma
    Jurnal Pengabdian Kepada Masyarakat Inovasi Teknologi 1 (01), 13-17 2023

  • Arsitektur U-Net pada Segmentasi Citra Hati sebagai Deteksi Dini Kanker Liver
    T Naraloka, LI Kesuma, A Sukmawati, M Cristianti
    Techno. Com 21 (4), 753-764 2022

  • Improved Chest X-Ray Image Quality Using Median and Gaussian Filter Methods
    LI Kesuma, E Ermatita, E Erwin, P Sari, RH Purabaya
    2022 International Conference on Informatics, Multimedia, Cyber and 2022

  • Sistem Informasi Sekolah SPS PAud Balkam Ceria Berbasis Website
    D Airlambang, E Krisnanik, LI Kesuma
    PROSIDING SEINASI-KESI 1 (1), 71-81 2022

  • Biometric Fingerprint Implementation for Presence Checking and Room Access Control System
    S Muslimin, Y Wijanarko, LI Kesuma, R Maulidda, Y Hasan, H Basri
    4th Forum in Research, Science, and Technology (FIRST-T1-T2-2020), 490-494 2021

  • Implementasi Metode Multistage Random Sampling untuk Aplikasi Quick Count pada Pilkada Kota Palembang Berbasis Java Mobile
    P Sari, LI Kesuma, A Rifai
    Generic 13 (1), 10-15 2021

  • APLIKASI PROMOSI ONLINE PADA PERCETAKAN PGR Creative METODE CUSTOMER RELATIONSHIP MANAGEMENT
    P Paisal, LI Kesuma, T Naraloka, E Krisnanik, IH Indriana
    PROSIDING SEINASI-KESI 4 (1), 137-145 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Implementasi Metode Multistage Random Sampling untuk Aplikasi Quick Count pada Pilkada Kota Palembang Berbasis Java Mobile
    P Sari, LI Kesuma, A Rifai
    Generic 13 (1), 10-15 2021
    Citations: 4

  • Application of The User Centered Design Method To Evaluate The Relationship Between User Experience, User Interface and Customer Satisfaction on Banking Mobile Application
    F Sudirjo, DMRT Dewa, LI Kesuma, L Suryaningsih, EY Utami
    Jurnal Informasi Dan Teknologi, 7-13 2024
    Citations: 3

  • Identification of Floods in Palembang Area Using Fuzzy Logic Method of Mamdani and Sugeno
    A Sukmawati, L Iryana, P Adriansyah, LI Kesuma
    JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 434-444 2023
    Citations: 3

  • Arsitektur U-Net pada Segmentasi Citra Hati sebagai Deteksi Dini Kanker Liver
    T Naraloka, LI Kesuma, A Sukmawati, M Cristianti
    Techno. Com 21 (4), 753-764 2022
    Citations: 3

  • Improved Chest X-Ray Image Quality Using Median and Gaussian Filter Methods
    LI Kesuma, E Ermatita, E Erwin, P Sari, RH Purabaya
    2022 International Conference on Informatics, Multimedia, Cyber and 2022
    Citations: 3

  • Biometric Fingerprint Implementation for Presence Checking and Room Access Control System
    S Muslimin, Y Wijanarko, LI Kesuma, R Maulidda, Y Hasan, H Basri
    4th Forum in Research, Science, and Technology (FIRST-T1-T2-2020), 490-494 2021
    Citations: 2

  • Implementation of Image Quality Improvement Methods and Lung Segmentation on Chest X-Ray Images Using U-Net Architectural Modifications
    R Rudiansyah, L Indra Kesuma
    Computer Engineering and Applications Journal 12 (2), 71-78 2023
    Citations: 1

  • Classification of Covid-19 Diseases Through Lung CT-Scan Image Using the ResNet-50 Architecture
    LI Kesuma, R Rudiansyah
    Computer Engineering and Applications Journal 12 (1), 11-30 2023
    Citations: 1

  • Sistem Informasi Sekolah SPS PAud Balkam Ceria Berbasis Website
    D Airlambang, E Krisnanik, LI Kesuma
    PROSIDING SEINASI-KESI 1 (1), 71-81 2022
    Citations: 1

  • Reliabilitas Instrumen Kualitas E-Learning Menggunakan Teori Whyte & Bytheway Dan Webqul 4.0
    LI Kesuma
    Jurnal Digital Teknologi Informasi 2 (2), 94-98 2019
    Citations: 1