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The deep learning model including risk factors relevant to baseline clinical characteristics predicted postoperative infections was 0.641 (95% CI 0.545-0.737), and sensitivity and specificity were 34.2% (95% CI 19.6-51.4) and 88.8% (95% CI 85.6-91.6), respectively. 1510 patients were randomly assigned to be training dataset for establishing deep learning-based models, and 504 patients were used to validate the effectiveness of these models. We aimed to develop and validate deep learning-based predictive models for postoperative infections in the elderly. This was an observational cohort study with 2014 elderly patients who had elective surgery from 28 hospitals in China from April to June 2014. Analyzing with a deep learning model, the perioperative factors that could predict and/or contribute to postoperative infections may improve the outcome in elderly. Just goes to show how the right product at the right time with the right audience can capture a market, even when it's nowhere near the best product out there.Elderly patients are susceptible to postoperative infections with increased mortality. The film’s takings overtook Wonder Woman in March this year to make it the highest-grossing film by a solo female director of all time! As a result, Director Jia Ling is now the highest-grossing female director in Chinese box office history. It grossed $195m USD on it's opening weekend and went on to become the second highest grossing Chinese film, currently generating 5.4 Billion Yen and rising. Part Back to the Future and part with a soundtrack comprising some nice original piano tunes and some not-so-nice and clearly ripped-off from western pop songs of the 80s and 90s, Ni hao, Li Huan Ying is a moving family drama with tear-stained puffy cheeks.Ī commercial juggernaut launched at a time when seeing family members was difficult during the pandemic, the huge Chinese audience opted to watch this instead. Following a serious accident with her Mum in a car accident, Jia Xiaoling is transported back to 1981 and becomes the friend of a younger version of her Mum.
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