Search Results - "Avelino, J"

Machine learning from casual conversation by Mohammed Ali, Awrad E., Gonzalez, Avelino J.

“…Human social learning is an effective process that has inspired many existing machine learning approaches, such as learning from observation and learning by…”
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Delirium and Adverse Outcomes in Hospitalized Patients with COVID‐19 by Garcez, Flavia B., Aliberti, Marlon J. R., Poco, Paula C. E., Hiratsuka, Marcel, Takahashi, Silvia de F., Coelho, Venceslau A., Salotto, Danute B., Moreira, Marlos L. V., Jacob‐Filho, Wilson, Avelino‐Silva, Thiago J.

“…BACKGROUND Little is known about the association between acute mental changes and adverse outcomes in hospitalized adults with COVID‐19. OBJECTIVES To…”
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Discovering Tactical Memory From Observed Human Performance in Machine Learning by Wong, Josiah, Gonzalez, Avelino J.

“…This article describes an investigation for composing a representation of significant past events that are retained in memory by an observed human actor. These…”
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Delicate balance between pest and disease injuries, yield performance, and other ecosystem services in the complex coffee-based systems of Costa Rica by Allinne, C., Savary, S., Avelino, J.

“…•We analyzed the trade-off between coffee production and pest and disease regulation.•Injury profiles and crop management are determine by…”
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Authors reply: The long and winding road of COVID‐19 in survivors of hospitalization by Dias, Murilo Bacchini, Avelino‐Silva, Thiago J., Aliberti, Márlon Juliano Romero

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Reply to: Comment on: Potentially inappropriate medications in older adults visiting a geriatric emergency department by Martini, Isadora D., Aliberti, Márlon J. R., Avelino‐Silva, Thiago J., Curiati, Pedro K.

“…This letter replies to the letter by Prin et al …”
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Delirium detection tools show varying completion rates and positive score rates when used at scale in routine practice in general hospital settings: A systematic review by Penfold, Rose S, Squires, Charlotte, Angus, Alisa, Shenkin, Susan D, Ibitoye, Temi, Tieges, Zoë, Neufeld, Karin J, Avelino-Silva, Thiago J, Davis, Daniel, Anand, Atul, Duckworth, Andrew D, Guthrie, Bruce, MacLullich, Alasdair M J

“…Multiple short delirium detection tools have been validated in research studies and implemented in routine care, but there has been little study of these tools…”
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State-of-the-Art in Automated Story Generation Systems Research by Ansag, Rebeca Amaya, Gonzalez, Avelino J.

“…This paper presents a review of research works from the last several years in automated story generation systems. These systems are categorised into…”
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Finding the Goldilocks zone: Effects of ambient temperature on mortality of hospitalized older adults by Avelino-Silva, Thiago J, Garcez, Flavia Barreto, Campora, Flavia, Curiati, Jose A E, Jacob-Filho, Wilson

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Predicting posthospitalization falls in Brazilian older adults: External validation of the Carpenter instrument by Curiati, Pedro K., Arruda, Marcela dos S., Carpenter, Christopher R., Morinaga, Christian V., Melo, Hugo M. A., Avelino‐Silva, Thiago J., Aliberti, Marlon R.

“…Objectives This study sought to explore and externally validate the Carpenter instrument's efficacy in predicting postdischarge fall risk among older adults…”
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COVID‐19 is not over and age is not enough: Using frailty for prognostication in hospitalized patients by Aliberti, Márlon Juliano Romero, Szlejf, Claudia, Avelino‐Silva, Vivian I., Suemoto, Claudia Kimie, Apolinario, Daniel, Dias, Murilo Bacchini, Garcez, Flavia Barreto, Trindade, Carolina B., Amaral, José Renato das Graças, Melo, Leonardo Rabelo, Aguiar, Renata Cunha, Coelho, Paulo Henrique Lazzaris, Hojaij, Naira Hossepian Salles de Lima, Saraiva, Marcos Daniel, Silva, Natalia Oliveira Trajano, Jacob‐Filho, Wilson, Avelino‐Silva, Thiago J.

“…Background Frailty screening using the Clinical Frailty Scale (CFS) has been proposed to guide resource allocation in acute care settings during the pandemic…”
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The pervasive association between political ideology and COVID-19 vaccine uptake in Brazil: an ecologic study by Seara-Morais, Gabriel J, Avelino-Silva, Thiago J, Couto, Marcia, Avelino-Silva, Vivian I

“…Despite the unequivocal benefits of vaccination, vaccine coverage has been falling in several countries in the past few years. Studies suggest that vaccine…”
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The long and winding road of COVID‐19 in survivors of hospitalisation: Symptoms trajectory and predictors of long COVID by Dias, Murilo B., Medeiros, Ana Paula V., Melo, Sarah S., Fonseca, Cecilia S., Jacob‐Filho, Wilson, Avelino‐Silva, Thiago J., Aliberti, Márlon J. R.

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Unplanned intensive care unit admission in hospitalized older patients: Association with a geriatric vulnerability score by Silva, Vinicius B. O., Aliberti, Márlon J. R., Morinaga, Christian V., Avelino‐Silva, Thiago J., Curiati, Pedro Kallas

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Association between delirium superimposed on dementia and mortality in hospitalized older adults: A prospective cohort study by Avelino-Silva, Thiago J, Campora, Flavia, Curiati, Jose A E, Jacob-Filho, Wilson

“…Hospitalized older adults with preexisting dementia have increased risk of having delirium, but little is known regarding the effect of delirium superimposed…”
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Potentially inappropriate medications in older adults visiting a geriatric emergency department by Martini, Isadora D., Correa, Fabiane G., Castelo, Pedro R., Morinaga, Christian V., Gil‐Junior, Luiz A., Aliberti, Márlon J. R., Curiati, Pedro K., Avelino‐Silva, Thiago J.

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Detection of driver health condition by monitoring driving behavior through machine learning from observation by Gonzalez, Avelino J., Wong, Josiah M., Thomas, Emily M., Kerrigan, Alec, Hastings, Lauren, Posadas, Andres, Negy, Kevin, Wu, Annie S., Ontañon, Santiago, Lee, Yi-Ching, Winston, Flaura K.

“…•Showed the feasibility of identifying health condition in drivers by monitoring their actions.•Built model of driver behavior through machine learning from…”
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A Dynamic-Bayesian Network framework for modeling and evaluating learning from observation by Ontañón, Santiago, Montaña, José L., Gonzalez, Avelino J.

“…•We present a unified framework for learning from observation (LfO).•We present a Dynamic Bayesian Network (DBN) model of LfO.•We present a novel set of…”
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Robust weighted Gaussian processes by Ramirez-Padron, Ruben, Mederos, Boris, Gonzalez, Avelino J.

“…This paper presents robust weighted variants of batch and online standard Gaussian processes (GPs) to effectively reduce the negative impact of outliers in the…”
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Predicting failures in agile software development through data analytics by Batarseh, Feras A., Gonzalez, Avelino J.

“…Artificial intelligence-driven software development paradigms have been attracting much attention in academia, industry and the government. More specifically,…”
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