Cervical cancer is one of the leading causes of morbidity and mortality among women, making early detection of precancerous lesions essential. However, lesion segmentation in cervical images still faces several challenges, including unclear object boundaries, illumination variations, imaging artifacts, and class imbalance between lesion and background, which reduce the performance of deep learn…
Cervical cancer is a leading cause of death among women. The subjectivity of Visual Inspection with Acetic Acid (VIA) screening encourages the use of Artificial Intelligence (AI) for medical image segmentation automation. However, limited datasets frequently cause model overfitting. This research aims to improve the segmentation performance of cervical precancerous images on the YOLOv11-seg mod…
Visual diagnosis via colposcopy is prone to observer subjectivity, making a more objective computational system necessary. This study explores two approaches: hybrid feature engineering (color, texture, contour) using machine learning (ML) via a rule-based system that adapts the Sweden score method, and end-to-end architectures based on YOLO (v8, v11, v12, v26). The dataset is sourced from the …
In the last five years, the incidence of cancer continues to increase. Lung cancer is known as a malignant disease with the highest mortality rate in the world. In 2018, based on data from the WHO, lung cancer was ranked first in the number of new cases, which amounted to two million new cases worldwide. In Indonesia, lung cancer occupies the top three most cancer incidences. Risk factors for l…
Kanker anak adalah kanker yang menyerang anak-anak berusia dibawah 18 tahun, termasuk anak yang berada di dalam kandungan. Masalah yang sering dihadapi oleh keluarga dengan anak penderita kanker adalah beban keluarga dan kualitas hidup anak penderita kanker. Tujuan dari penelitian ini adalah untuk mengetahui hubungan antara beban keluarga dengan kualitas hidup pada anak penderita kanker. Desain…
Background. Prostate cancer is one of most frequent malignancy in men. Incidence of prostate cancer in Indonesia was 11.361 cases with mortality rate was 44% in 2018, and this count may increase annually. Determine the histopathology grading is important for deciding the proper management of prostate cancer. This study aim to get the characteristic of prostate cancer histopathology grading at R…
Most of the breast cancer patients undergo chemotherapy treatment. Chemotherapy can cause side effect for patient both physically and psychologically therefore patient really need family help to overcome the side effect of chemotherapy they are experiencing. But families often do not know the side effect of chemotherapy and how to deal with these side effect therefore it need to be communicated…