Cardiovascular disease is a major cause of global morbidity and mortality, with many patients experiencing therapy failure despite treatment. This study analyzes risk factors for failure of antihypertensive therapy based on medical history and drug consumption patterns using the Random Forest algorithm. Retrospective analytical research design using medical record data and...
Phishing attacks on student academic emails are a serious threat to information security. Social engineering techniques are often used in these attacks to manipulate victims into divulging sensitive information, such as passwords and other personal data. This research aims to analyze and detect phishing attacks that use social engineering techniques on student academic emails. In...
This research aims to evaluate the implementation of password validation using a combination of letters, numbers and symbols in new student registration applications in increasing the level of application security. This research method involves implementing a password validation system with strict criteria, as well as testing password strength using brute force attacks. The test...
This research aims to analyze the factors that influence students' delays in completing final assignments using the Random Forest algorithm. The data used includes variables such as GPA, number of credits, employment status, frequency of guidance, organizational activities, and personal motivation. These variables were analyzed to determine their effect on students' ability to...
With the rapid growth of digital technology, social media has become a key platform for sharing information and opinions. Twitter, one of the most popular platforms in Indonesia, enables users to interact directly with public figures such as Najwa Shihab. This study aims to analyze public sentiment toward Najwa Shihab on Twitter using sentiment analysis, specifically employing...
Infertility is a reproductive health problem that has a significant impact globally, especially in developing countries such as Indonesia. This study aims to classify the risk of infertility in female patients at Rantauprapat Regional Hospital by utilizing the Naive Bayes algorithm based on electronic medical record data. The data used consisted of 500 medical records of female...
Heart disease is one of the leading causes of death in Indonesia, so it is important to identify risk factors that contribute to the increasing incidence of heart disease. This study aims to classify risk factors for heart disease using the Decision Tree method with the CART (Classification and Regression Tree) algorithm at Rantauprapat Regional Hospital. The data used includes...
This research aims to implement a Neural Network (NN) in monitoring children's development, especially to detect developmental disorders from an early age. The data used includes variables such as Age, Height, and Weight, which have been normalized to have a uniform scale. The modeling process begins with the use of Convolutional Layers to extract important features from...
Computer network performance is very important in supporting various digital activities, but systems often cannot accurately predict changes in performance, which can cause service disruptions and economic losses. This research aims to implement the Support Vector Machine (SVM) algorithm to increase the accuracy of network performance predictions based on parameters such as...
This study aims to evaluate the application of the Support Vector Machine (SVM) algorithm in increasing the speed and accuracy of nursing decision making in patients with mental health disorders. Fast and accurate decision making is very important in the nursing context, especially in treating patients with complex mental disorders. In this research, patient medical record data...
Computer network performance is very important in supporting various digital activities, but systems often cannot accurately predict changes in performance, which can cause service disruptions and economic losses. This research aims to implement the Support Vector Machine (SVM) algorithm to increase the accuracy of network performance predictions based on parameters such as...
Traffic safety is one of the important aspects in community life that is often ignored, especially by the adolescent age group. Students are a productive age group who often use motorbikes as their main means of transportation to school or other activities. This makes them one of the groups that are vulnerable to traffic accidents, especially when they do not use Personal...
Based on the 2013 and 2018 Riskesdas, the prevalence of anemia in adolescents in Indonesia has increased from 18,4% to 32%. And there are 21,4% of young women forget to take iron tablets. The purpose of this study was to determine differences in knowledge and hemoglobin levels before and after giving nutrition education videos to female students of SMAN 1 Singaraja. The type of...
This research aims to develop and test an Internet of Things (IoT)-based driver health monitoring system with Location Based Service (LBS) features for quick response to the nearest health facility. The system uses health sensors (heart rate, body temperature, SpO2, and fatigue), GPS module, and Wi-Fi/GSM-based communication to monitor the driver's condition in real-time. The...
Dyspepsia is one of the most common digestive problems found in the community. Symptoms felt such as heartburn, nausea, vomiting, decreased appetite, belching and feeling full quickly. This study aims to determine the pattern of drug use in outpatient dyspepsia patients at the dr. Zubir Mahmud Regional General Hospital. This study used a retrospective descriptive method conducted...
Upper respiratory tract infection (URTI) is an acute infection that attacks the nose, paranasal sinuses, pharynx, trachea, bronchi, lungs, and epiglottis. Bacteria, viruses, and microbes are the causes of URTI. Antibiotics are the most widely used class of drugs to treat infections. This study aims to determine the rationality of the use of antibiotics used by patients with upper...
Head nurse should know all the implementation activities of prevention and control of infection in the ward, but in fact the head nurse still performs the function and role in PPI. This article aims to determine the function and role of head nurse in the prevention and control of infections in Porsea Hospital. The method used was a case study and literature study. The results of...
This study aims to compare the performance of three classification algorithms, namely Support Vector Machine (SVM), K-Nearest Neighbor (KNN), and Naïve Bayes Classifier (NBC) in analyzing user review sentiment on crypto wallet applications available on the Google Play Store . The dataset used includes 1,500 reviews from three popular crypto wallet apps, namely Trust Wallet...
Varying cutting angles are applied to understand the relationship between cutting angles and machining result characteristics, such as surface roughness (Ra). Surface roughness as a dependent variable is influenced by machining parameters, namely depth of feed. Cutting angle, cutting speed and feed speed as independent variables. The aim of the research activity is to analyze the...
This study aims to design an effective enterprise architecture for the information system of the Community Health Center in Parungkuda District, Sukabumi. Adopting the TOGAF (The Open Group Architecture Framework) and ADM (Architecture Development Method) Architecture Development Process Model, this study will provide systematic steps to design a structured and integrated...
The development of information technology has had a significant impact on various aspects of life, including in the management of cooperatives, the existence of a transaction management system is also crucial in ensuring efficiency and security in every transaction made. This study aims to design an Enterprise Architecture System for a transaction management system for Islamic...
Currently, technological developments are very rapid, this development has brought significant changes to the role and function of computer technology. Pulmonary Tuberculosis Pelnylakit is an infectious disease caused by the infectious bacterium Mylcobactelrium Tubelculosis. The Mellati Community Health Center is one of the Mellati Community Health Centers which provides early...
his study explores the application of quantum computing in solving complex mathematical problems through the utilization of Grover's Algorithm. Grover's Algorithm, renowned for its efficiency in unstructured search, has been adapted for various mathematical applications requiring rapid solution searches within large solution spaces. In this study, we implement Grover's Algorithm...
This study aims to design a website-based Academic Information System at MA Bumi Persada by considering the designer's point of view using the Treasury Enterprise Architecture Framework (TEAF). TEAF was chosen as the framework because it provides comprehensive guidance for designing an integrated and efficient information system. The research method used is a literature study to...
Chronic Kidney Disease (CKD) is a condition in which kidney function progressively declines and irreversibly diminishes so that the kidneys are unable to maintain metabolic, fluid and electrolyte balance resulting in uremia and azotemia. One of the kidney replacement therapies in stage 5 of CKD is by hemodialysis procedure. There are 5 – 8 g/dialysis amino acids losses during the...