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- research-articleSeptember 2024
Latent class analysis: A review and recommendations for future applications in health sciences
Procedia Computer Science (PROCS), Volume 238, Issue CPages 1062–1067https://doi.org/10.1016/j.procs.2024.06.135AbstractThis article provides an overview of latent class analysis (LCA) and its applications in the field of health sciences. LCA is a statistical method used to identify unobserved subpopulations, or latent classes, within a population based on a set of ...
- research-articleSeptember 2024
Modeling hospital logistics capacity through system dynamics during the COVID-19 pandemic: case of Pasco Healthcare Network in Peru
Procedia Computer Science (PROCS), Volume 238, Issue CPages 1042–1047https://doi.org/10.1016/j.procs.2024.06.132AbstractThe present investigation, whose main objective is based on modeling the hospital logistics capacity in the Pasco Healthcare Network (Peru) through Systems Dynamics during the first and second wave of the appearance of the SARS-COVid-2 virus, ...
- research-articleSeptember 2024
A preliminary risk assessment in naval Antarctic expeditions
Procedia Computer Science (PROCS), Volume 238, Issue CPages 1036–1041https://doi.org/10.1016/j.procs.2024.06.131AbstractIn this work to implement the Risicar methodology and propose a risk overview to facilitate and encourage traveling in a Ship to the Antarctic continent to carry out scientific expeditions would use this method to treat possible risks to which ...
- research-articleSeptember 2024
Precision Medicine for Diabetes: Improving the detection of diabetic patients using Predictive Analytics
- Rafael Brito,
- João Lopes,
- Lúcia Cerqueira,
- Vitor Barbosa,
- Carina Matos,
- Belén Blanco,
- Tiago Guimarães,
- Manuel Filipe Santos
Procedia Computer Science (PROCS), Volume 238, Issue CPages 950–955https://doi.org/10.1016/j.procs.2024.06.118AbstractDiabetes has evolved into a significant health concern, witnessing a rapid surge in diagnoses and fatalities. Organisations are trying to raise awareness of the dangers associated with this disease, creating prevention programmes, and reinforcing ...
- research-articleSeptember 2024
Streamlining Healthcare Quality Management with an Web Audit Platform
Procedia Computer Science (PROCS), Volume 238, Issue CPages 944–949https://doi.org/10.1016/j.procs.2024.06.117AbstractThe quality management of services and products in health institutions covers several areas such as health education, access to information on prevention programs, disease tracking, professional training, availability of diagnostic equipment and ...
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- research-articleSeptember 2024
Harnessing Data Mining to Predict Survival Outcomes in Patients with Hepatic Cirrhosis
Procedia Computer Science (PROCS), Volume 238, Issue CPages 938–943https://doi.org/10.1016/j.procs.2024.06.116AbstractHepatic cirrhosis represents an advanced stage of fibrosis in the liver, resulting from various conditions such as hepatitis and chronic alcoholism. This article uses data from the Mayo Clinic’s clinical trial on primary bile cirrhosis carried out ...
- research-articleSeptember 2024
Future Perspectives in Healthcare: An Analysis of Augmented Reality and Spatial Computing in Hospital Environments
Procedia Computer Science (PROCS), Volume 238, Issue CPages 932–937https://doi.org/10.1016/j.procs.2024.06.115AbstractThis article investigates the applicability of Augmented Reality (AR) and Spatial Computing in hospital environments, exploring how these technologies can enhance interaction between patients and healthcare professionals as well as the efficiency ...
- research-articleSeptember 2024
Classification Models for Early Prediction of Surgical Site Infections
Procedia Computer Science (PROCS), Volume 238, Issue CPages 926–931https://doi.org/10.1016/j.procs.2024.06.114AbstractNosocomial infections and antimicrobial resistance are problems of enormous magnitude that impact the morbidity and mortality of hospitalized patients as well as the cost of healthcare. Implementation of control policies and programs assumes an ...
- research-articleSeptember 2024
Interoperability Architecture proposal for Adaptive Business Intelligence Systems in Healthcare Environments
Procedia Computer Science (PROCS), Volume 238, Issue CPages 920–925https://doi.org/10.1016/j.procs.2024.06.113AbstractThe integration of systems for adaptive business intelligence (ABI) in the healthcare industry has the potential to revolutionize and reform the way organizations approach data analysis and decision-making. By providing real-time, actionable ...
- research-articleSeptember 2024
Protein Sequence Classification Through Deep Learning and Encoding Strategies
- Farzana Tasnim,
- Sultana Umme Habiba,
- Tanjim Mahmud,
- Lutfun Nahar,
- Mohammad Shahadat Hossain,
- Karl Andersson
Procedia Computer Science (PROCS), Volume 238, Issue CPages 876–881https://doi.org/10.1016/j.procs.2024.06.106AbstractProtein sequence classification is vital for understanding protein functionalities, aiding in the inference of novel protein functions. Machine learning and deep learning algorithms have revolutionized this field, offering insights into specific ...
- research-articleSeptember 2024
Analysing The Patient Sentiments in Healthcare Domain Using Machine Learning
Procedia Computer Science (PROCS), Volume 238, Issue CPages 683–690https://doi.org/10.1016/j.procs.2024.06.077AbstractEmotion AI deals with the sentiments of human beings at various domains. It is named emotion AI as using the capabilities of AI the emotions of humans would be interpreted and analysed. The objective of this paper is to learn from the experience ...
- research-articleSeptember 2024
Towards Fusing Data and Expert Knowledge for Better-Informed Digital Twins: An Initial Framework
Procedia Computer Science (PROCS), Volume 238, Issue CPages 639–646https://doi.org/10.1016/j.procs.2024.06.072AbstractData-driven Digital Twin approaches have gained popularity in research literature, particularly in relation to Industry 4.0 achievements. Data-driven Digital Twins process widely available real-time data in an automated manner to extract models ...
- research-articleSeptember 2024
Implementation of Anatomy Constrained Contrastive Learning for Heart Chamber Segmentation
Procedia Computer Science (PROCS), Volume 238, Issue CPages 536–543https://doi.org/10.1016/j.procs.2024.06.057AbstractThe article covers the implementation of anatomy constrained contrastive (ACC) learning networks on a dataset of echocardiographic images with the purpose of segmenting heart chambers for further study. The dataset was partially synthetic, ...
- research-articleSeptember 2024
AI-powered Solution for Plant Disease Detection in Viticulture
Procedia Computer Science (PROCS), Volume 238, Issue CPages 468–475https://doi.org/10.1016/j.procs.2024.06.049AbstractIn an era dominated by the intersection of advanced technology and traditional industries, the domain of agriculture is on the verge of a revolutionary transformation. This article introduces a solution for vineyard producers, harnessing satellite ...
- research-articleSeptember 2024
The Use of Augmented Reality as a University Teaching Strategy in Health Sciences Programs: A Scoping Review
Procedia Computer Science (PROCS), Volume 238, Issue CPages 460–467https://doi.org/10.1016/j.procs.2024.06.048AbstractThe purpose of this systematic review of the literature is to identify, analyze and synthesize the findings found in the last 10 years regarding the issue of AR in academic health programs and to know the impact it has on students’ learning. At ...
- research-articleSeptember 2024
Design of a new DNA Encryption Algorithm based on Simon Algorithm
Procedia Computer Science (PROCS), Volume 238, Issue CPages 428–435https://doi.org/10.1016/j.procs.2024.06.044AbstractIn the contemporary era, technology plays a significant role in our daily lives. Consequently, there is a growing emphasis on securing information transmitted across networks. To meet this need, numerous cryptographic systems have been developed ...
- research-articleSeptember 2024
Simulation-based Analysis of Co-dispatching in Prehospital Stroke Care
Procedia Computer Science (PROCS), Volume 238, Issue CPages 412–419https://doi.org/10.1016/j.procs.2024.06.042AbstractA mobile stroke unit (MSU) is a specialized ambulance, enabling to shorten the time to diagnosis and treatment for stroke patients. In the current paper, we present a simulation-based approach to study the potential impacts of collaborative use of ...
- research-articleSeptember 2024
Micro Happiness Episode Data Service for Supporting Well-Being with Dementia
Procedia Computer Science (PROCS), Volume 238, Issue CPages 281–289https://doi.org/10.1016/j.procs.2024.06.026AbstractDeveloping support technology for elderly people with dementia is an urgent issue. The purpose of this study was to propose a computational method for designing “micro happiness” by applying the concept of subjective experience to dementia. In ...
- research-articleSeptember 2024
Wearable solution for health monitoring of car drivers
Procedia Computer Science (PROCS), Volume 238, Issue CPages 73–80https://doi.org/10.1016/j.procs.2024.05.198AbstractThe need for creative solutions in real-time health monitoring has been highlighted by the rise in health-related incidents involving drivers of motor vehicles. It has led to the development of wearable technology that seamlessly integrates with ...
- research-articleSeptember 2024
Short-term glucose prediction in Type 1 Diabetes
Procedia Computer Science (PROCS), Volume 238, Issue CPages 41–48https://doi.org/10.1016/j.procs.2024.05.194AbstractThe use of short-term prediction techniques with the purpose of anticipating hyper- or hypoglycemic episodes for patients with type 1 diabetes has gained a lot of interest in the past years. Both hypoglycemia and hyperglycemia have a major impact ...