Using deep learning employing data from over 700,000 patients (6 billion data points), an algorithm for continuous prediction of the risk of acute kidney injury (AKI) was developed. The model correctly predicted over 90% of AKI requiring dialysis with a lead time of up to 48 hours, with 2 false alerts for every true alert.
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Intensive Care
August 1, 2019
In this article, Umana-Pizana et al performed a phases-of-care mortality analysis amongst 5141 cardiac surgery cases with a 4.6% crude mortality in a population with a median STS risk score of 5.8%.
July 3, 2019
Filmed at the 2019 AATS Annual Meeting in Toronto, Canada, Daniel Engelman of Baystate Medical Center in Springfield, Massachusetts, USA, moderates a discussion on enhanced recovery after surgery (ERAS) for cardiac surgery guidelines for perioperative care.
June 13, 2019
Given that acute kidney injury (AKI) after cardiac surgery is a risk factor for readmission, Brown and colleagues sought to determine whether urinary biomarkers were better at predicting readmission within 30 days that duration of AKI during the index admission.
June 6, 2019
Filmed at the 2019 STS Annual Meeting in San Diego, California, Daniel Engelman of Baystate Medical Center in Springfield, Massachusetts, USA, moderates a discussion on intraoperative and postoperative considerations for enhanced recovery after cardiac surgery.
May 24, 2019
Patient Care and General Interest
Despite being the leading cause of death in the US, heart disease was the most-Googled disease in only one state: Maine.
May 23, 2019
Filmed at the 2019 STS Annual Meeting in San Diego, California, Daniel Engelman of Baystate Medical Center in Springfield, Massachusetts, USA, moderates a discussion on enhanced recovery after cardiac surgery.
May 14, 2019
The manuscript summarizes evidenced-based perioperative guidelines for enhanced recovery after surgery (ERAS).
April 12, 2019
The debate over the utility of postoperative incentive spirometry continues. In this instance, the use of a high-tech incentive spirometer that included audible reminders and use tracking was associated with clinical benefit.
March 1, 2019
Though medical care has become ever more dependent on teamwork, the profession has devoted relatively little attention to what makes for a good team. In this roundtable discussion moderated by Lisa Rosenbaum, panelists Amy Edmondson, Neel Shah, and Thoralf Sundt discuss empirical and cultural approaches to the pursuit of better collaboration.