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Predicting Clinical Deterioration in Hospitals [PDF]

2020 IEEE International Conference on Big Data (Big Data), 2020
Responding rapidly to a patient who is demonstrating signs of imminent clinical deterioration is a basic tenet of patient care. This gave rise to a patient safety intervention philosophy known as a Rapid Response System (RRS), whereby a patient who meets a pre-determined set of criteria for imminent clinical deterioration is immediately assessed and ...
Laleh Jalali, Hsiu-Khuern Tang, Richard H. Goldstein, Joaquín Álvarez-Rodríguez   +3 more
openaire   +4 more sources

Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration

IEEE Access, 2023
In-hospital clinical deterioration is a major worldwide healthcare burden in the intensive care units (ICUs), as it requires rapid intervention.
Thanh-Cong Do, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Bo-Gun Kho   +4 more
doaj   +1 more source

Prehospital troponin as a predictor of early clinical deterioration [PDF]

European Journal of Clinical Investigation, 2021
AbstractBackground and ObjectivesElevated troponin T (cTnT) values are associated with comorbidities and early mortality, in both cardiovascular and noncardiovascular diseases. The objective of this study is to evaluate the prognostic accuracy of the sole utilization of prehospital point‐of‐care cardiac troponin T to identify the risk of early in ...
Francisco Martín‐Rodríguez, Ancor Sanz‐García, Enrique Castro‐Portillo, Juan F. Delgado‐Benito, Carlos del Pozo Vegas, Guillermo Ortega Rabbione, Francisco Martín‐Herrero, José Luis Martín‐Conty, Raúl López‐Izquierdo   +8 more
openaire   +5 more sources

Artificial intelligence and clinical deterioration

Current Opinion in Critical Care, 2022
Purpose of review To provide an overview of the systems being used to identify and predict clinical deterioration in hospitalised patients, with focus on the current and future role of artificial intelligence (AI). Recent findings There are five leading AI driven systems in this ...
Malycha, J, Bacchi, S, Redfern, O
openaire   +2 more sources

Defining clinical deterioration [PDF]

Resuscitation, 2013
To review literature reporting adverse events and physiological instability in order to develop frameworks that describe and define clinical deterioration in hospitalised patients.Literature review of publications from 1960 to August 2012. Conception and refinement of models to describe clinical deterioration based on prevailing themes that developed ...
Jones, Daryl, Mitchell, Imogen, Hillman, Kenneth, Story, David   +3 more
openaire   +3 more sources

Identification of Hazard and Socio-Demographic Patterns of Dengue Infections in a Colombian Subtropical Region from 2015 to 2020: Cox Regression Models and Statistical Analysis

Tropical Medicine and Infectious Disease, 2022
Dengue is a disease of high interest for public health in the affected localities. Dengue virus is transmitted by Aedes species and presents hyperendemic behaviors in tropical and subtropical regions. Colombia is one of the countries most affected by the
Santiago Ortiz, Alexandra Catano-Lopez, Henry Velasco, Juan P. Restrepo, Andrés Pérez-Coronado, Henry Laniado, Víctor Leiva   +6 more
doaj   +1 more source

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration

PLOS ONE, 2022
ImportanceWhen hospitals are at capacity, accurate deterioration indices could help identify low-risk patients as potential candidates for home care programs and alleviate hospital strain. To date, many existing deterioration indices are based entirely on structured data from the electronic health record (EHR) and ignore potentially useful information ...
Emily Mu, Sarah Jabbour, Adrian V. Dalca, John Guttag, Jenna Wiens, Michael W. Sjoding   +5 more
openaire   +6 more sources

Frequency and Characteristics of Medical Complications in Rehabilitation Settings: A Scoping Review

Journal of Rehabilitation Medicine, 2022
Objective: To synthesize the available evidence on medical complications occurring in adult patients in subacute inpatient rehabilitation, and to describe the impact on subacute length of stay and readmission to acute care.
Elyse Ladbrook, Stephane Bouchoucha, Ana Hutchinson   +2 more
doaj   +1 more source

Impact of PEWS on Perceived Quality of Care During Deterioration in Children With Cancer Hospitalized in Different Resource-Settings

Frontiers in Oncology, 2021
BackgroundChildren with cancer are at high risk for clinical deterioration and subsequent mortality. Pediatric Early Warning Systems (PEWS) have proven to reduce the frequency of clinical deterioration in hospitalized patients.
Marcela Garza, Dylan E. Graetz, Erica C. Kaye, Gia Ferrara, Mario Rodriguez, Dora Judith Soberanis Vásquez, Alejandra Méndez Aceituno, Federico Antillon-Klussmann, Federico Antillon-Klussmann, Jami S. Gattuso, Belinda N. Mandrell, Justin N. Baker, Carlos Rodriguez-Galindo, Asya Agulnik, Asya Agulnik   +14 more
doaj   +1 more source

Derivation and validation of modified early warning score plus SpO2/FiO2 score for predicting acute deterioration of patients with hematological malignancies [PDF]

The Korean Journal of Internal Medicine, 2020
Background/Aims Scoring systems play an important role in predicting intensive care unit (ICU) admission or estimating the risk of death in critically ill patients with hematological malignancies.
Ju-Ry Lee, Youn-Kyoung Jung, Hwa Jung Kim, Younsuck Koh, Chae-Man Lim, Sang-Bum Hong, Jin Won Huh   +6 more
doaj   +1 more source