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Using machine learning and natural language processing in triage for prediction of clinical disposition in the emergency department
A total of 17,2101 and 41,883 patients were enrolled from CMUH and AUH, respectively. EPs achieved F1 core of 0.361 and 0.498 for the primary and secondary outcomes, respectively. All machine learning models achieved higher F1 scores compared to EPs…
Challenges of providing of special care services in hospitals during emergencies and disasters: a scoping review
This review identified 15 distinct challenges associated with providing special care services in hospitals during emergencies and disasters: limited resources, inadequate infrastructure, lack of pre-hospital care, financial constraints, failures in…
Perceived competency requirements for emergency medical services field supervisors in managing chemical and explosive incidents – qualitative interview study
The results were grouped under one inductive main category, “Being Prepared,” and six deductive main categories: “Command and Control,” “Safety,” “Communication,” “Assessment,” “Triage and Treatment,” and “Transport.” Under the main categories, there…
An retrospective study on the effects of deep learning model-based optimization emergency nursing on treatment compliance and curative effect of patients with acute left heart failure
he optimization group showed shorter durations for first aid, hospitalization, electrocardiography, vein channel establishment, and blood collection compared to the conventional group. However, their SBP, DBP, and HR were inferior. On the other hand,…
Implementation of Big Data Analytics and its Challenges in Digital Transformation Era: A Literature Review
The reliance on technology to support various aspects of human life has become very relevant and significant. The steadily increasing volume of data (called big data) plays an important role in machine learning, Internet of Things (IoT) and other…
Evaluation of Online Admissions Information System Utilizing the Technology Acceptance Model
Admission of New Students covers the entire process, from registration and administrative selection to graduation announcement. This activity is an annual routine that is the first step in finding quality prospective students. Therefore, there is a…
Prediction of Waste Generation in Yogyakarta Special Region Province Using ARIMA Model
Waste management poses a significant challenge in densely populated urban areas of Indonesia, particularly in the Special Region of Yogyakarta, which grapples with both a large populace and robust tourism industry. The region witnesses a staggering…
Examining IT Service Management at Company XYZ through the Lens of ITIL V3 Service Operation Domain
The rapid development of information technology and good technology services is an expectation for all people, organisations, institutions, and universities in order to support activities, facilitate their activities and business processes. A…
Skin Cancer Detection Approach Using Convolutional Neural Network Artificial Intelligence
Skin cancer is a type of cancer that can cause death, where skin cancer is included in the 15 common cancers that occur in Indonesia. The number of skin cancer sufferers was around 6,170 cases of non-melanoma skin cancer and 1,392 cases of melanoma…