Browsing Books by Author "Riyadi, Slamet"
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Cervical Precancerous Classification System based on Texture Features and Support Vector Machine
Jusman, Yessi; Sari, Brilian Permata; Riyadi, Slamet (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 ... -
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 ... -
Classification of Plasmodium Skizon and Gametocytes Malaria Images Using Deep Learning
Jusman, Yessi; Firdiantika, Indah Monisa; Riyadi, Slamet; Kanafiah, Siti Nurul Aqmariah Mohd; Hassan, Rosline; Mohamed, Zeehaida (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 ... -
Comparison between Support Vector Machine and K-Nearest Neighbor Algorithms for Leukemia Images Classification using Shape Features
Jusman, Yessi; Hasanah, Aisyah Nur; Purwanto, Kunnu; Kanafiah, Siti Nurul Aqmariah Mohd; Riyadi, Slamet; Hassan, Rosline; Mohamed, Zeehaida (International Computer Science and Engineering Conference (ICSEC), 2021)Leukemia occurs when the body produces abnormal white blood cells in amounts exceeding the normal limit, making them misfunctioning. It is highly influential on the human immune system. Currently, medical personnel require ... -
Comparison of Texture and Shape Features Performance for Leukemia Cell Images using Support Vector Machine
Jusman, Yessi; Samudra, Ega; Riyadi, Slamet; Kanafiah, Siti Nurul Aqmariah Mohd; Faisal, Amir; Hassan, Rosline; Mohamed, Zeehaida (International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), 2021)Leukemia or often called blood cancer is one type of cancer caused by excessive white blood cells. Excessive white blood cells will cause disruption of normal function of other blood cells. To find out leukemia, we can do ... -
COVID-19 X-Ray Images Classification using Support Vector Machine and K-Nearest Neighbor
Jusman, Yessi; Mubarok, Dimas Wildan; Riyadi, Slamet; Kanafiah, Siti Nurul Aqmariah Mohd (ICITACEE, 2022)COVID-19 has significantly influenced living in recent years. Almost all countries have carried out all limitations to reduce its spread. Detection is highly required for further handling of COVID-19. In this study, the ...