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Operating room performance metrics of anesthesia and surgery duration: a descriptive analysis of emergency surgical case
Author: Yu, Haiyan; Yuan, Yujie; Zhang, Ying; Zuo, Xiaolong; Zhang, Ronggui
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03429-w
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Integrating phenotypic information of obstructive sleep apnea and deep representation of sleep-event sequences for cardiovascular risk predictio
Author: Zheng, Yali; Song, Zhengbi; Cheng, Bo; Peng, Xiao; Huang, Yu; Liu, Qing; Min, Min
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03439-8
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Construction of classification model and analysis of risk factors in patients with multi-vessel coronary artery diseas
Author: Song, Yaru; Cao, Xiaowei; Zhang, Haibei; Tian, Xiaowen; Hua, Haoran; Ferdous, Misbahul; Zhang, Jie; Zhao, Peng
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03437-w
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Explainable machine learning for postoperative respiratory failure prediction in open-heart surgery patients - a study based on the MIMIC-IV databas
Author: Ma, Riliang; Wang, Hong; Lv, Chengmei; Li, Ying; Yang, Guiting; Fang, Haiyan; Liang, Ning; Ma, Li; Hu, Yanyan; Mo, Yijie
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03425-0
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Predicting cognitive frailty in older adults: an explainable machine learning model integrating radiomics and clinical feature
Author: Hu, Xihao; Liao, Qinmei; Huang, Xiaoyun; Jiang, Zhiqiong; He, Wenjing; Zhu, Yuanzhong
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03433-0
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Phenotypic subclassification of preeclampsia through cluster analysis of preterm birth-related factor
Author: Liang, Zewei; Xu, Yanhong; Liu, Xinying; Zhang, Ying; Jin, Chengcheng; Qi, Xingyi; Xu, Xia; Yan, Jianying
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03405-4
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Radiomics features and clinical factors for predicting restenosis following endovascular therapy in patients with peripheral artery diseas
Author: Luo, Min; Wang, Haohua; Xia, Hai; Feng, Wangxing; Li, Bin; Li, Yong; Cai, Chengkai; Gao, Jianyuan
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03421-4
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Risk stratification and data-driven phenotyping of peripherally inserted central catheter-related bloodstream infection: an explainable machine learning analysis of a large critical care cohor
Author: Liu, Yujia; Cong, Chao; Cheng, Dongsheng
Journal: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2026; Vol. 26, Issue 1, pp. -. DOI: 10.1186/s12911-026-03419-y
