Browsing Books by Subject "classification"
Now showing items 1-5 of 5
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Comparison of Dental Caries Level Images Classification Performance using KNN and SVM Methods
(IEEE, 2021)This study aims to build a dental caries level classification system based on image processing (i.e. to extract texture features) and machine learning methods. The first step was to analyze and discover the extraction ... -
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 ... -
An Intelligent Classification System for Trophozoite Stages in Malaria Species
(Intelligent Automation & Soft Computing, 2022)Malaria is categorised as a dangerous disease that can cause fatal in many countries. Therefore, early detection of malaria is essential to get rapid treat- ment. The malaria detection process is usually carried out with ... -
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 ... -
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 ...