Browsing Books by Author "Tyassari, Wikan"
Now showing items 1-4 of 4
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Classification of Caries X-Ray Images using Multilayer Perceptron Models Based Shape Features
Jusman, Yessi; Widyaningrum, Anna; Tyassari, Wikan; Puspita, Sartika; Saleh, Edwyn (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 ... -
Classification of Cervical Precancerous Cell of ThinPrep Images Based on Deep Learning Model AlexNet and InceptionV3
Tyassari, Wikan; Jusman, Yessi; Riyadi, Slamet; Sulaiman, Siti Noraini (IEEE, 2022)Cervical cancer is one of the deadliest diseases in the world, responsible for the greatest number of fatalities. Around 569,847 new cervical cancer cases are recorded every year. Efforts to prevent this condition can be ... -
Comparison of Machine Learning Performance for Covid-19 X-ray Image Classification Based on Texture Features
Jusman, Yessi; Tyassari, Wikan; Siddik, Ibnu Rahmat; Nursanthika, Rika; Sherly, Veby Yuly (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI2022), 2022)The most prevalent method for early detection of Covid-19 is polymerase chain reaction (PCR). Unfortunately, the quantity of accessible test kits restricts the use of PCR. The development of automatic detection is limited ... -
Machine Learning Performances for Covid-19 Images Classification based Histogram of Oriented Gradients Features
Jusman, Yessi; Tyassari, Wikan; Nisrina, Difa; Santosa, Fahrul Galih; Prayitno, Nugroho Abdi (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 ...