Search Results - "Kelleher, John"

A Taxonomy for Agent-Based Models in Human Infectious Disease Epidemiology by Hunter, Elizabeth, Mac Namee, Brian, Kelleher, John D.

“…Agent-based simulation modelling has been used in many epidemiological studies on infectious diseases. However, because agent based modelling is a field…”
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Current Topics in Technology-Enabled Stroke Rehabilitation and Reintegration: A Scoping Review and Content Analysis by Cisek, Katryna, Kelleher, John D.

“…Background. There is a worldwide health crisis stemming from the rising incidence of various debilitating chronic diseases, with stroke as a leading…”
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A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease by Livne, Michelle, Rieger, Jana, Aydin, Orhun Utku, Taha, Abdel Aziz, Akay, Ela Marie, Kossen, Tabea, Sobesky, Jan, Kelleher, John D, Hildebrand, Kristian, Frey, Dietmar, Madai, Vince I

“…Brain vessel status is a promising biomarker for better prevention and treatment in cerebrovascular disease. However, classic rule-based vessel segmentation…”
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Expectations of artificial intelligence and the performativity of ethics: Implications for communication governance by Kerr, Aphra, Barry, Marguerite, Kelleher, John D

“…This article draws on the sociology of expectations to examine the construction of expectations of ‘ethical AI’ and considers the implications of these…”
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Capturing and measuring thematic relatedness by Kacmajor, Magdalena, Kelleher, John D.

“…In this paper we explain the difference between two aspects of semantic relatedness: taxonomic and thematic relations. We notice the lack of evaluation tools…”
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Using a hybrid agent-based and equation based model to test school closure policies during a measles outbreak by Hunter, Elizabeth, Kelleher, John D

“…In order to be prepared for an infectious disease outbreak it is important to know what interventions will or will not have an impact on reducing the outbreak…”
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Examining the Limits of Predictability of Human Mobility by Kulkarni, Vaibhav, Mahalunkar, Abhijit, Garbinato, Benoit, Kelleher, John

“…We challenge the upper bound of human-mobility predictability that is widely used to corroborate the accuracy of mobility prediction models. We observe that…”
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A review of risk concepts and models for predicting the risk of primary stroke by Hunter, Elizabeth, Kelleher, John D.

“…Predicting an individual's risk of primary stroke is an important tool that can help to lower the burden of stroke for both the individual and society. There…”
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Age Specific Models to Capture the Change in Risk Factor Contribution by Age to Short Term Primary Ischemic Stroke Risk by Hunter, Elizabeth, Kelleher, John D

“…Age is one of the most important risk factors when it comes to stroke risk prediction. However, including age as a risk factor in a stroke prediction model can…”
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Validating and Testing an Agent-Based Model for the Spread of COVID-19 in Ireland by Hunter, Elizabeth, Kelleher, John D

“…Agent-based models can be used to better understand the impacts of lifting restrictions or implementing interventions during a pandemic. However, agent-based…”
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Assessing the relative importance of vitamin D deficiency in cardiovascular health by Rubab, Maira, Kelleher, John D

“…Previous research has suggested a potential link between vitamin D (VD) deficiency and adverse cardiovascular health outcomes, although the findings have been…”
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A Model for the Spread of Infectious Diseases in a Region by Hunter, Elizabeth, Namee, Brian Mac, Kelleher, John D

“…In understanding the dynamics of the spread of an infectious disease, it is important to understand how a town's place in a network of towns within a region…”
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Long-term trajectories of community integration: identification, characterization, and prediction using inpatient rehabilitation variables by Garcia-Rudolph, Alejandro, Sauri, Joan, Cisek, Katryna, Kelleher, John D., Madai, Vince Istvan, Frey, Dietmar, Opisso, Eloy, Tormos, Josep María, Bernabeu, Montserrat

“…Community integration (CI) is often regarded as the foundation of rehabilitation endeavors after stroke; nevertheless, few studies have investigated the…”
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Predictors of social risk for post-ischemic stroke reintegration by Cisek, Katryna K., Nguyen, Thi Nguyet Que, Garcia-Rudolph, Alejandro, Saurí, Joan, Becerra Martinez, Helard, Hines, Andrew, Kelleher, John D.

“…After stroke rehabilitation, patients need to reintegrate back into their daily life, workplace and society. Reintegration involves complex processes depending…”
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Using a Socioeconomic Segregation Burn-in Model to Initialise an Agent-Based Model for Infectious Diseases by Hunter, Elizabeth, Mac Namee, Brian, Kelleher, John D.

“…Socioeconomic status can have an important effect on health. In this paper we: (i) propose using house price data as a publicly available proxy for…”
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Determining the Proportionality of Ischemic Stroke Risk Factors to Age by Hunter, Elizabeth, Kelleher, John D

“…While age is an important risk factor, there are some disadvantages to including it in a stroke risk model: age can dominate the risk score and lead to over-…”
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Adapting an Agent-Based Model of Infectious Disease Spread in an Irish County to COVID-19 by Hunter, Elizabeth, Kelleher, John D.

“…The dynamics that lead to the spread of an infectious disease through a population can be characterized as a complex system. One way to model such a system, in…”
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Multi-task learning for predicting quality-of-life and independence in activities of daily living after stroke: a proof-of-concept study by Nguyen, Thi Nguyet Que, García-Rudolph, Alejandro, Saurí, Joan, Kelleher, John D

“…A health-related (HR) profile is a set of multiple health-related items recording the status of the patient at different follow-up times post-stroke. In order…”
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Correction: An open-data-driven agent-based model to simulate infectious disease outbreaks by Hunter, Elizabeth, Mac Namee, Brian, Kelleher, John

“…[This corrects the article DOI: 10.1371/journal.pone.0208775.]…”
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An open-data-driven agent-based model to simulate infectious disease outbreaks by Hunter, Elizabeth, Mac Namee, Brian, Kelleher, John

“…Agent-based models are a tool that can be used to better understand the dynamics of an infectious disease outbreak. An infectious disease outbreak is…”
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