Including risk factors relevant to baseline variables and surgery, the deep learning model predicted postoperative infections was 0.763 (95% CI 0.681-0.844) with the sensitivity of 63.2% (95% CI 46-78.2) and specificity of 80.5% (95% CI 76.6-84). 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. China Pop Music (18043) Chinese popular singer (6325) Chinese popular music (2509) Chinese Pop Songs (1802) Beautiful Chinese Song (1652) Chinese Pop Song (1493) Chinese Popular Song (1460) Best Chinese Song (1273) Chinese pop Singer (1017) Chinese Popular Singer (774) Chinese Popular Songs (759) Chinese Song Lyrics With Pinyin (633) Chinese Song Lyrics (462) Popular Chinese Singers (457) Liu De Hua 刘德华 Andy Lau (440) Chinese Pop Music (421) Zhang Xue You 张学友 Jacky Cheung (384) China Music (346) Chinese Music (302) Andy Lau Song (270) Wang Fei 王菲 Faye Wong (263) Deng Li Jun 邓丽君 Teresa Teng (251) Famous Chinese Pop Songs (246) Popular Chinese Songs (243) Zhang Xin Zhe 张信哲 Jeff Chang (236) Chinese Song (220) China Love Song (212) Popular Chinese Song (206) Zhang Hui Mei 张惠妹 A-mei (205) Cantopop Music (188) Chinese popular band (186) China Song (183) Zhou Jie Lun 周杰伦 Jay Chou (183) Lin Jun Jie 林俊杰 JJ Lin (181) Wu Qi Xian 巫启贤 Eric Moo (153) China Music Mp3 (150) Chinese Melody Songs (129) Chinese Love Song Lyrics (113) Most Popular Chinese Songs (112) Chinese Best Song (107) Popular Chinese Love Songs (105) S.H.Elderly patients are susceptible to postoperative infections with increased mortality.

Ni Hao, Li Huan Ying for windows instal