Application of artificial neural network in daily prediction of bleeding in ICU patients treated with anti-thrombotic therapy

被引:0
作者
Daonan Chen
Rui Wang
Yihan Jiang
Zijian Xing
Qiuyang Sheng
Xiaoqing Liu
Ruilan Wang
Hui Xie
Lina Zhao
机构
[1] Shanghai Jiao Tong University School of Medicine,Department of Critical Care Medicine, Shanghai General Hospital
[2] Deepwise Artificial Intelligence Laboratory,undefined
来源
BMC Medical Informatics and Decision Making | / 23卷
关键词
MIMIC-III; Bleeding risk; Machine learning; Anti-thrombotic therapy; Algorithm recurrent neural networks;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 138 条
[11]  
Kirmani BF(2019)Thromboprophylaxis in patients with Acute spinal cord Injury: a narrative review Semin Thromb Hemost 45 150-96
[12]  
Chen D(2020)Concomitant aspirin and anticoagulation is Associated with increased risk for major bleeding in Surgical Patients requiring postoperative intensive care Crit Care Medicine 48 985-58
[13]  
Spahn DR(2006)Adverse impact of bleeding on prognosis in patients with Acute Coronary Syndromes Circulation 114 774-96
[14]  
Bouillon B(2011)Bleeding risk and reversal strategies for old and new anticoagulants and antiplatelet agents J Thromb Haemost 9 1705-73
[15]  
Cerny V(2012)Antithrombotic therapy for VTE Disease Chest 141 e419S-9
[16]  
Duranteau J(2022)American College of Gastroenterology-Canadian Association of Gastroenterology Clinical Practice Guideline: management of Anticoagulants and Antiplatelets during Acute gastrointestinal bleeding and the Periendoscopic Period Am J Gastroenterol 117 542-810
[17]  
Filipescu D(2020)Development of hemorrhage identification model using non-invasive vital signs Physiol Meas 41 055010-66
[18]  
Hunt BJ(2021)Prediction models for recurrence and bleeding in patients with venous thromboembolism: a systematic review and critical appraisal Thromb Res 199 85-82
[19]  
Villar J(2021)Novel bleeding prediction model in atrial fibrillation patients on new oral anticoagulants Heart 108 266-6
[20]  
Pérez-Méndez L(2017)The MIMIC Code Repository: enabling reproducibility in critical care research J Am Med Inform Assoc 25 32-6