Nursing and precision predictive analytics monitoring in the acute and intensive care setting: An emerging role for responding to COVID-19 and beyond.

Nursing and precision predictive analytics monitoring in the acute and intensive care setting: An emerging role for responding to COVID-19 and beyond. Int J Nurs Stud Adv. 2021 Nov;3:100019 Authors: Keim-Malpass J, Moorman LP Abstract As the global response to COVID-19 continues, nurses will be tasked with appropriately triaging patients, responding to events of clinical deterioration, and developing family-centered plans of care within a healthcare system exceeding capacity. Predictive analytics monitoring, an artificial intelligence (AI)-based tool that translates streaming clinical data into a real-time visual estimation of patient risks, allows for evolving acuity assessments and detection of clinical deterioration while the patient is in pre-symptomatic states. While nurses are on the frontline for the COVID-19 pandemic, the use of AI-based predictive analytics monitoring may help cognitively complex clinical decision-making tasks and pave a pathway for early detection of patients at risk for decompensation. We must develop strategies and techniques to study the impact of AI-based technologies on patient care outcomes and the clinical workflow. This paper outlines key concepts for the intersection of nursing and precision predictive analytics monitoring. PMID: 33426534 [PubMed]
Source: Adv Data - Category: Epidemiology Authors: Tags: Int J Nurs Stud Adv Source Type: research

Related Links:

CONCLUSIONS: This single practice study showed total patient contact was similar over both sample periods, but most contact in 2020 was virtual. Further longitudinal multi-practice studies to confirm these findings and describe future consultation patterns are needed to inform general practice service delivery post-COVID-19. PMID: 33032304 [PubMed - in process]
Source: New Zealand Medical Journal - Category: General Medicine Tags: N Z Med J Source Type: research
Publication date: 15 February 2021Source: Personality and Individual Differences, Volume 170Author(s): Brian W. Haas, Fumiko Hoeft, Kazufumi Omura
Source: Personality and Individual Differences - Category: Psychiatry & Psychology Source Type: research
Authors: Lam PT PMID: 33034296 [PubMed - as supplied by publisher]
Source: Hong Kong Medical Journal - Category: General Medicine Tags: Hong Kong Med J Source Type: research
Source: BMJ News - Category: General Medicine Source Type: research
CONCLUSION: Our study showed that transaminitis on admission was associated with severe clinical outcomes such as admission to the intensive care unit, need for mechanical ventilation, and mortality. PMID: 33033568 [PubMed]
Source: World Journal of Hepatology - Category: Gastroenterology Tags: World J Hepatol Source Type: research
Publication date: Available online 9 October 2020Source: Cancer CellAuthor(s): Melinda A. Pruis, Burhan Hussain, Marleen Bakker, Rogier A.S. Hoek, Jelle R. Miedema, Anne-Marie C. Dingemans, Marthe S. Paats
Source: Cancer Cell - Category: Cancer & Oncology Source Type: research
Source: Canadian Journal of Anesthesia - Category: Anesthesiology Source Type: research
Source: Canadian Journal of Anesthesia - Category: Anesthesiology Source Type: research
CONCLUSION: In the post coronavirus disease 2019 educational landscape, virtual, augmented and mixed reality technology may prove invaluable in the training of the next generation of surgeons. PMID: 33032666 [PubMed - as supplied by publisher]
Source: Journal of Laryngology and Otology - Category: ENT & OMF Tags: J Laryngol Otol Source Type: research
Emergency-use authorizations, a formerly obscure corner of regulatory law, have become a centerpiece of the government ’s response to the pandemic.
Source: NYT - Category: American Health Authors: Tags: your-feed-science Coronavirus Risks and Safety Concerns Food and Drug Administration Hahn, Stephen M (1960- ) Coronavirus (2019-nCoV) Vaccination and Immunization Clinical Trials Drugs (Pharmaceuticals) your-feed-health your-feed-healthc Source Type: news
More News: COVID-19 | Epidemiology | Intensive Care | Nurses | Nursing | Pandemics | Study