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Published in 2019 at "International journal of medical informatics"
DOI: 10.1016/j.ijmedinf.2018.12.003
Abstract: OBJECTIVE The act of predicting clinical endpoints and patient trajectories based on past and current states is on the precipice of a technological revolution. This systematic review summarises the available evidence describing healthcare provider opinions… read more here.
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Published in 2018 at "Journal of hepatology"
DOI: 10.1016/j.jhep.2017.11.013
Abstract: The correct identification of patients at increased risk of non-alcoholic steatohepatitis (NASH) and advanced fibrosis is a critical step in the assessment of non-alcoholic fatty liver disease (NAFLD). Since liver biopsy is invasive, expensive and… read more here.
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Published in 2019 at "Resuscitation"
DOI: 10.1016/j.resuscitation.2019.11.001
Abstract: BACKGROUND The Basic life support (BLS) and Advanced life support (ALS) are known prediction rules for termination of resuscitation (TOR) in out-of-hospital cardiac arrest (OHCA). Recently, a new rule was developed by Jabre et al.… read more here.
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Published in 2018 at "Psychological Assessment"
DOI: 10.1037/pas0000542
Abstract: Screening for public safety positions (e.g., police officers, fire fighters, military service members) is a difficult and challenging task. Notably, the military has been widely criticized because of the general lack of an empirically based… read more here.
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Published in 2017 at "Seminars in Respiratory and Critical Care Medicine"
DOI: 10.1055/s-0036-1597555
Abstract: Abstract Modern diagnostic strategies for pulmonary embolism diagnosis almost all rely on an initial assessment of the pretest probability. Clinical prediction rules are decision‐making tools using combinations of easily available clinical predictors to define the… read more here.
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Published in 2022 at "ASAIO Journal"
DOI: 10.1097/mat.0000000000001816
Abstract: Left ventricular assist devices (LVAD) reduce mortality in patients with end-stage heart failure, but LVAD management is frequently complicated by bleeding. Bleeding prediction post-LVAD implantation is challenging as prediction rules for hemorrhage have not been… read more here.
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Published in 2022 at "BMJ Open"
DOI: 10.1136/bmjopen-2022-063183
Abstract: Introduction Brief Resolved Unexplained Events (BRUEs) are a common presentation among infants. While most of these events are benign and self-limited, guidelines published by the American Academy of Pediatrics inaccurately identify many patients as higher-risk… read more here.
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Published in 2018 at "Stroke"
DOI: 10.1161/str.49.suppl_1.tp244
Abstract: Introduction: The effectiveness of endovascular thrombectomy for acute cerebral large vessel occlusion (LVO) was proved, but many patients did not received such interventions because capable operat... read more here.
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Published in 2020 at "Pediatrics"
DOI: 10.1542/peds.2020-012203
Abstract: * Abbreviations: EHR — : electronic health record PCA — : principal component analysis The field of machine learning involves the study of algorithms that can be used to discover mathematical functions for classification and… read more here.