Study on Image Processing Method and Data Augmentation for Chest X-Ray Nodule Detection with YOLOv5 Algorithm

Study on Image Processing Method and Data Augmentation for Chest X-Ray Nodule Detection with YOLOv5 Algorithm

ABSTRAK Saat ini, deteksi dini kanker paru-paru dapat dilakukan dengan sistem Computer Aided Diagnosis (CAD) berbasis AI. Oleh karena itu, peningkatan perfoma sistem CAD sangat diperlukan. Dalam studi ini, berbagai teknik pengolahan citra dan augmentasi data diterapkan untuk mengevaluasi performa d...

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Bibliographic Details
Main Authors: ADINDRA VICKAR EGA, WUWUS ARDIATNA
Format: Article
Language:Indonesian
Published: Teknik Elektro Institut Teknologi Nasional Bandung 2023-04-01
Series:Jurnal Elkomika
Subjects:
lung nodule
yolov5
x-ray
image processing
data augmentation
Online Access:https://ejurnal.itenas.ac.id/index.php/elkomika/article/view/8462

Internet

https://ejurnal.itenas.ac.id/index.php/elkomika/article/view/8462

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