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Nosa Aikodon, Sandra Ortega-Martorell and Ivan Olier
Patients in Intensive Care Units (ICU) face the threat of decompensation, a rapid decline in health associated with a high risk of death. This study focuses on creating and evaluating machine learning (ML) models to predict decompensation risk in ICU pat...
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Marieke Theron, Rina Swart, Mukhethwa Londani, Charles Parry, Petal Petersen Williams and Nadine Harker
Background: South Africa has a high prevalence of heavy episodic drinking (HED). Due to the high levels of alcohol misuse and violence, public hospital intensive care units were often overrun during the COVID-19 pandemic. This research investigated alcoh...
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Miguel Pereira, Patricia Concheiro-Moscoso, Alexo López-Álvarez, Gerardo Baños, Alejandro Pazos and Javier Pereira
The advances achieved in recent decades regarding cardiac surgery have led to a new risk that goes beyond surgeons? dexterity; postoperative hours are crucial for cardiac surgery patients and are usually spent in intensive care units (ICUs), where the pa...
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Mahanazuddin Syed, Shorabuddin Syed, Kevin Sexton, Hafsa Bareen Syeda, Maryam Garza, Meredith Zozus, Farhanuddin Syed, Salma Begum, Abdullah Usama Syed, Joseph Sanford and Fred Prior
Modern Intensive Care Units (ICUs) provide continuous monitoring of critically ill patients susceptible to many complications affecting morbidity and mortality. ICU settings require a high staff-to-patient ratio and generates a sheer volume of data. For ...
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Norrara Scarlytt de Oliveira Holanda, Lidiane Delgado Oliveira da Costa, Sabrinne Suelen Santos Sampaio, Gentil Gomes da Fonseca Filho, Ruth Batista Bezerra, Ingrid Guerra Azevedo and Silvana Alves Pereira
Considering that the average age for diagnosis of autism spectrum disorder (ASD) is 4?5 years, testing screening methods for ASD risk in early infancy is a public health priority. This study aims to identify the risks for development of ASD in children b...
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Behzad Pirouz, Hana Javadi Nejad, Galileo Violini and Behrouz Pirouz
The outbreak of the new Coronavirus (COVID-19) pandemic has prompted investigations on various aspects. This research aims to study the possible correlation between the numbers of swab tests and the trend of confirmed cases of infection, while paying par...
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Ana Ribeiro, Filipe Portela, Manuel Santos, António Abelha, José Machado and Fernando Rua
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