Browsing Books by Author "Jusman, Yessi"
Now showing items 1-20 of 20
-
Algorithm of Caries Level Image Classification using Multilayer Perceptron Based Texture Features
Jusman, Yessi; Widyaningrum, Anna; Puspita, Sartika (IEEE International Conference on Cybernetics and Computational Intelligence, 2022)A number of patients with untreated caries only seek treatment at late stages when serious complications might have already developed and can lead to significant acute and chronic conditions with high cost of treatment. ... -
Automatic Feeding of Laying Hens Based on Real- Time Clock
Prihantoro, Rosyid; Jusman, Yessi; Dharmawan, Dhimas Arief; Purwanto, Kunnu (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 ... -
Bukti Peer Review
Jusman, Yessi (2020) -
Caries Level Classification using K-Nearest Neighbor, Support Vector Machine, and Decision Tree using Zernike Moment Invariant Features
Jusman, Yessi; Nurkholid, Muhammad Ahdan Fawwaz; Faiz, Muhammad Fajrul; Puspita, Sartika; Evellyne, Lady Olivia; Muhammad, Kahfi (International Conference on Data Science and Its Applications (ICoDSA), 2022)Dental caries is the most common disease and is reported as one of the oldest diseases. To avoid the occurrence of dental caries, there are four ways; maintaining oral hygiene, consuming healthy food, adequate fluoride and ... -
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 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 ... -
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 Dental Caries Level Images Classification Performance using KNN and SVM Methods
Jusman, Yessi; Anam, Muhammad Khoirul; Puspita, Sartika; Saleh, Edwyn; Kanafiah, Siti Nurul Aqmariah Mohd; Tamarena, Rhesezia Intan (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 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 ... -
Comparison of Spine Curvature Images Classification using Support Vector Machine and K-Nearest Neighbors
Jusman, Yessi; Lubis, Julnila Husna; Kanafiah, Siti Nurul Aqmariah Mohd; Yusof, Mohd Imran (International Conference on Information Technology, Advanced Mechanical and Electrical Engineering (ICITAMEE), 2021)The spine is one part of the human axial skeleton that serves as the body’s primary support. Hence, the health of the spine must be considered. The most common spinal abnormality is scoliosis, with the shape of the spine ... -
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 ... -
Comparison Performance of Prostate Cell Images Classification using Pretrained Convolutional Neural Network Models
Jusman, Yessi (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 ... -
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 ... -
An Intelligent Classification System for Trophozoite Stages in Malaria Species
Kanafiah, Siti Nurul Aqmariah Mohd; Mashor, Mohd Yusoff; Mohamed, Zeehaida; Way, Yap Chun; Shukor, Shazmin Aniza Abdul; Jusman, Yessi (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 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 ... -
Machine Learnings of Dental Caries Images based on Hu Moment Invariants Features
Jusman, Yessi; Anam, Muhammad Khoirul; Puspita, Sartika; Saleh, Edwyn (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 ... -
Pneumonia Detection in Chest X-ray Images Using Convolutional Neural Network
Firdiantika, Indah Monisa; Jusman, Yessi (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 ... -
Prostate Image Classification Using Pretrained Models: GoogLeNet and ResNet-50
Jusman, Yessi; Nurkholid, Muhammad Ahdan Fawwaz; Utomo, Feriandri (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 ...