OSNATIFY: Outpatient Department Management System with API Integration for Predicting Diagnosis Based on Symptoms for OSNA

by Outpatient Department Management System With Api Integration; Nelwin Digma Rosales; Gaimar Cruz Mendoza; John Paul Lopez Bautista • 2024

The OSNATIFY: Outpatient Department Management System with API Integration for Predicting Diagnosis Based on Symptoms for OSNA is designed to enhance patient record management and outpatient department processes. By using an online platform, it reduces reliance on traditional methods and decreases patient wait times. The study employed a descriptive development method to assess the system's real-time patient status updates and predictive diagnosis features. Participants, including Admins, Doctors, OPD Clerks, Patients, and IT Experts, evaluated the system's usability through structured questionnaires. Results showed that OSNATIFY improves patient record and prescription management, featuring an intuitive user interface with search and filter functions. Participants reported overall satisfaction with data accuracy and accessibility, with the data of overall agreement of the respondent. The General Weighted Mean of 3.93 confirms overall agreement that the system meets essential criteria for performance, reliability, and security, making it a dependable solution for OSNA.

SMARTHIKE: INTEGRATING MOUNTAINEER MANAGEMENT SYSTEM FOR MT. TALAMITAM

by Mr. Jucint Jim Cueto Sanchez • 2024

The study addresses the challenges of managing hikers at Mt. Talamitam due to inefficient, paper-based processes that cause delays, data loss, and limited access to important information. To solve these issues, the SmartHike system was developed, integrating a web-based application accessible via mobile devices. Major features include digitized registration and application forms, real-time weather forecasting, hiker and tour guide management modules, and an SOS alert system for emergencies. The system also provided barangay personal the dashboards for monitoring operations and analytics for data-driven decision-making. Using a descriptive research method and Agile development methodology, the system was designed and implemented with technologies such as HTML, CSS, PHP, MySQL, and Bootstrap, hosted on Hostinger. Extensive testing and evaluation involving barangay personnel, tour guides, and hikers demonstrated the system’s effectiveness, usability, and reliability. The evaluation revealed high levels of satisfaction among barangay personnel, tour guides, and hikers, who rated the system as “Extremely Satisfied”. The results indicated that SmartHike system establishes a modern, scalable approach to mountaineer management, offering a foundation for further innovation in tourism management systems.