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Classification of Plasmodium Skizon and Gametocytes Malaria Images Using Deep Learning
(International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), 2021)
Identification analysis of the malaria parasite cell infection, there is a possibility of human error factor done by paramedics because of the number of samples that must be analyzed. This case is because the human eye ...
Machine Learning Performances for Covid-19 Images Classification based Histogram of Oriented Gradients Features
(IEEE, 2022)
Coronavirus disease (Covid-19) is an infectious disease that attacks the respiratory area caused by the severe acute respiratory syndrome (SARS-CoV-2) virus. According to the World Health Organization (WHO) as of April ...
Comparison Performance of Prostate Cell Images Classification using Pretrained Convolutional Neural Network Models
(IEEE, 2021)
Prostate cancer is the most common cancer in men in 2019. In that year, in the United States 174,650 men (20%) had prostate cancer and the remaining 696.32 men (80%) had other cancers (lung, bronchus) etc). In cancer ...
Prostate Image Classification Using Pretrained Models: GoogLeNet and ResNet-50
(ICSPCS, 2021)
Anatomic pathology errors often occur around 1% to 43% in diagnosis (depending on the disease). This error resulted in delayed treatment and an incorrect diagnosis. This study aims to detect the prostate cancer cells by ...
Automatic Feeding of Laying Hens Based on Real- Time Clock
(International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), 2021)
The process of feeding laying hens in large quantities and on time manually will experience difficulties. The manual feeding method makes feeding less effective and efficient. A real-time clock (RTC)-based automated feeder ...
Pneumonia Detection in Chest X-ray Images Using Convolutional Neural Network
(International Conference on Information Technology, Advanced Mechanical and Electrical Engineering (ICITAMEE), 2021)
An enormous number of children die due to pneumonia every year worldwide. Pneumonia is a large-scale cause of death amongst children, with a high prevalence rate in South Asia and Sub-Saharan Africa. Even in a developed ...
Bukti Peer Review
(2020)
Machine Learnings of Dental Caries Images based on Hu Moment Invariants Features
(International Seminar on Application for Technology of Information and Communication (iSemantic), 2021)
Dental caries generally occurs due to consuming foods containing carbohydrates, such as sucrose, and rarely brushing teeth, thus causing gradual damage to the layers and structures of the teeth. This study aims to build a ...
Classification of Caries X-Ray Images using Multilayer Perceptron Models Based Shape Features
(2022)
Dental caries is one of the diseases that are often experienced by society, one way to detect it by taking pictures using Computed Radiography technology. The aim of this study was to develop a method of classifying dental ...
Cervical Precancerous Classification System based on Texture Features and Support Vector Machine
(International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), 2021)
Cervical cancer is one of the female reproductive health diseases being a significant issue globally because of the large number of new cases and deaths, particularly among women in developing countries. Cervical cancer ...