Artificial intelligence and clinical deterioration

Autor: Malycha, J, Bacchi, S, Redfern, O

Publikováno v: Current Opinion in Critical Care. 28:315-321

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 le

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::90ebbb6cd7b211b61a21d7d4c5795643
https://doi.org/10.1097/mcc.0000000000000945

Protocol describing a systematic review and mixed methods consensus process to define the deteriorated ward patient

Autor: Malycha, J, Andersen, C, Redfern, OC, Peake, S, Subbe, C, Dykes, L, Phillips, A, Ludbrook, G, Young, D, Watkinson, PJ, Flabouris, A, Jones, D

IntroductionMost patients admitted to hospital recover with treatments that can be administered on the general ward. A small but important group deteriorate however and require augmented organ support in areas with increased nursing to patient ratios

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3600239069c4fee2ab737f5baa72e108
https://hdl.handle.net/11541.2/31066

Intensive care unit referrals: making decisions

Autor: Wronikowska, MW, Westgate, V, Ede, J, Malycha, J, Morgan, L, Watkinson, P

Referral to an Intensive Care Unit (ICU) is a complex medical process. The decision making involved can be cognitively challenging and subjective. We aimed to identify variables used by clinicians to make decisions during the ICU referral process, de

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1064::b1b2a2338f56a6520d7a5031c972c7f6
https://ora.ox.ac.uk/objects/uuid:70619a9d-b0b7-4588-84c7-b207daaf6e29

The effect of fractional inspired oxygen concentration on early warning score performance: a database analysis

Autor: Malycha, J, Farajidavar, N, Pimentel, M, Redfern, O, Clifton, D, Tarassenko, L, Meredith, P, Prytherch, D, Ludbrook, G, Young, J, Watkinson, P

Publikováno v: Malycha, J, Farajidavar, N, Pimentel, M A F, Redfern, O, Clifton, D A, Tarassenko, L, Meredith, P, Prytherch, D, Ludbrook, G, Young, J D & Watkinson, P J 2019, ' The Effect of Fractional Inspired Oxygen Concentration on Early Warning Score Performance: a database analysis ', Resuscitation, vol. 139, pp. 192-199 . https://doi.org/10.1016/j.resuscitation.2019.04.002
Malycha, J, Farajidavar, N, Pimentel, M A F, Redfern, O, Clifton, D A, Tarassenko, L, Meredith, P, Prytherch, D, Ludbrook, G, Young, J D & Watkinson, P J 2019, ' The effect of fractional inspired oxygen concentration on early warning score performance : a database analysis ', Resuscitation, vol. 139, pp. 192-199 . https://doi.org/10.1016/j.resuscitation.2019.04.002

Objectives To calculate fractional inspired oxygen concentration (FiO2) thresholds in ward patients and add these to the National Early Warning Score (NEWS). To evaluate the performance of NEWS-FiO2 against NEWS when predicting in-hospital death and

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http://ora.ox.ac.uk/objects/uuid:

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