共 50 条
- [1] Machine learning for dynamic and early prediction of acute kidney injury after cardiac surgeryJOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2023, 166 (06): : E551 - E564Ryan, Christopher T.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USAZeng, Zijian论文数: 0 引用数: 0 h-index: 0机构: Rice Univ, Dept Stat, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USAChatterjee, Subhasis论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Texas Heart Inst, Dept Cardiovasc Surg, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USAWall, Matthew J.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USAMoon, Marc R.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Texas Heart Inst, Dept Cardiovasc Surg, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USACoselli, Joseph S.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Texas Heart Inst, Dept Cardiovasc Surg, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USARosengart, Todd K.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Texas Heart Inst, Dept Cardiovasc Surg, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USALi, Meng论文数: 0 引用数: 0 h-index: 0机构: Rice Univ, Dept Stat, Houston, TX USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USAGhanta, Ravi K.论文数: 0 引用数: 0 h-index: 0机构: Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA Baylor Coll Med, Michael E DeBakey Dept Surg, One Baylor Plaza,MC 390, Houston, TX 77030 USA
- [2] Interpretable machine learning models for early prediction of acute kidney injury after cardiac surgeryBMC Nephrology, 24Jicheng Jiang论文数: 0 引用数: 0 h-index: 0机构: Heart Center of Henan Provincial People’s Hospital,Department of Big Data Center for Cardiovascular DiseaseXinyun Liu论文数: 0 引用数: 0 h-index: 0机构: Heart Center of Henan Provincial People’s Hospital,Department of Big Data Center for Cardiovascular DiseaseZhaoyun Cheng论文数: 0 引用数: 0 h-index: 0机构: Heart Center of Henan Provincial People’s Hospital,Department of Big Data Center for Cardiovascular DiseaseQianjin Liu论文数: 0 引用数: 0 h-index: 0机构: Heart Center of Henan Provincial People’s Hospital,Department of Big Data Center for Cardiovascular DiseaseWenlu Xing论文数: 0 引用数: 0 h-index: 0机构: Heart Center of Henan Provincial People’s Hospital,Department of Big Data Center for Cardiovascular Disease
- [3] Interpretable machine learning models for early prediction of acute kidney injury after cardiac surgeryBMC NEPHROLOGY, 2023, 24 (01)Jiang, Jicheng论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R China Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R ChinaLiu, Xinyun论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R China Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R ChinaCheng, Zhaoyun论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Heart Ctr Henan Prov Peoples Hosp, Dept Cardiovasc Surg, Fuwai Cent China Hosp,Cent China Fuwai Hosp, Zhengzhou, Peoples R China Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R ChinaLiu, Qianjin论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Heart Ctr Henan Prov Peoples Hosp, Dept Cardiovasc Surg, Fuwai Cent China Hosp,Cent China Fuwai Hosp, Zhengzhou, Peoples R China Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R ChinaXing, Wenlu论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R China Zhengzhou Univ, Fuwai Cent China Cardiovasc Hosp, Dept Big Data Ctr Cardiovasc Dis, Cent China Fuwai Hosp,Heart Ctr Henan Prov Peoples, Zhengzhou, Peoples R China
- [4] Machine learning for the prediction of acute kidney injury in patients after cardiac surgeryFRONTIERS IN SURGERY, 2022, 9Xue, Xin论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R ChinaLiu, Zhiyong论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R ChinaXue, Tao论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R ChinaChen, Wen论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R ChinaChen, Xin论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Zhongda Hosp, Sch Med, Dept Cardiothorac Surg, Nanjing, Peoples R China
- [5] Commentary: Machine Learning Prediction of Acute Kidney Injury With Cardiac SurgerySEMINARS IN THORACIC AND CARDIOVASCULAR SURGERY, 2021, 33 (03) : 746 - 747Baudo, Massimo论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USA Spedali Civili Brescia, Dept Cardiac Surg, Brescia, Italy Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USAShmushkevich, Shon论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USA Johns Hopkins Univ, Zanvyl Krieger Sch Arts & Sci, Baltimore, MD USA Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USARahouma, Mohamed论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USA Natl Canc Inst, Dept Surg Oncol, Cairo, Egypt Weill Cornell Med, Dept Cardiothorac Surg, 525 E 68th St, New York, NY 10065 USA
- [6] Machine learning in the prediction of cardiac surgery associated acute kidney injury with early postoperative biomarkersFRONTIERS IN SURGERY, 2023, 10Fan, Rui论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Sch Med, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaQin, Wei论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaZhang, Hao论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Nephrol, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaGuan, Lichun论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Sch Med, Dept Thorac Surg, Shanghai, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaWang, Wuwei论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaLi, Jian论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaChen, Wen论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaHuang, Fuhua论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaZhang, Hang论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Sch Med, Dept Thorac Surg, Shanghai, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R ChinaChen, Xin论文数: 0 引用数: 0 h-index: 0机构: Southeast Univ, Sch Med, Nanjing, Peoples R China Nanjing Med Univ, Nanjing Hosp 1, Dept Thorac & Cardiovasc Surg, Nanjing, Peoples R China Southeast Univ, Sch Med, Nanjing, Peoples R China
- [7] Prediction of the development of acute kidney injury following cardiac surgery by machine learningCritical Care, 24Po-Yu Tseng论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineYi-Ting Chen论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineChuen-Heng Wang论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineKuan-Ming Chiu论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineYu-Sen Peng论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineShih-Ping Hsu论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineKang-Lung Chen论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineChih-Yu Yang论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of MedicineOscar Kuang-Sheng Lee论文数: 0 引用数: 0 h-index: 0机构: National Yang-Ming University,Institute of Clinical Medicine, School of Medicine
- [8] Prediction of the development of acute kidney injury following cardiac surgery by machine learningCRITICAL CARE, 2020, 24 (01)Tseng, Po-Yu论文数: 0 引用数: 0 h-index: 0机构: Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, Taiwan Natl Yang Ming Univ, Stem Cell Res Ctr, Taipei, Taiwan Taipei City Hosp, Div Nephrol, Dept Internal Med, Heping Fuyou Branch, Taipei, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanChen, Yi-Ting论文数: 0 引用数: 0 h-index: 0机构: Muen Biomed & Optoelect Technol Inc, New Taipei, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanWang, Chuen-Heng论文数: 0 引用数: 0 h-index: 0机构: Muen Biomed & Optoelect Technol Inc, New Taipei, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanChiu, Kuan-Ming论文数: 0 引用数: 0 h-index: 0机构: Far Eastern Mem Hosp, Cardiovasc Ctr, Div Cardiovasc Surg, New Taipei, Taiwan Yuan Ze Univ, Dept Elect Engn, Taoyuan, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanPeng, Yu-Sen论文数: 0 引用数: 0 h-index: 0机构: Far Eastern Mem Hosp, Div Nephrol, Dept Internal Med, New Taipei, Taiwan Yuan Ze Univ, Coll Elect & Commun Engn, Taoyuan, Taiwan Lee Ming Inst Technol, Dept Appl Cosmetol, Taoyuan, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanHsu, Shih-Ping论文数: 0 引用数: 0 h-index: 0机构: Far Eastern Mem Hosp, Div Nephrol, Dept Internal Med, New Taipei, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanChen, Kang-Lung论文数: 0 引用数: 0 h-index: 0机构: Far Eastern Mem Hosp, Cardiovasc Ctr, Div Cardiovasc Surg, New Taipei, Taiwan En Chu Kong Hosp, Div Cardiovasc Surg, New Taipei, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanYang, Chih-Yu论文数: 0 引用数: 0 h-index: 0机构: Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, Taiwan Natl Yang Ming Univ, Stem Cell Res Ctr, Taipei, Taiwan Taipei Vet Gen Hosp, Dept Med, Div Nephrol, Taipei, Taiwan Ctr Intelligent Drug Syst & Smart Biodevices IDS2, Hsinchu, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, TaiwanLee, Oscar Kuang-Sheng论文数: 0 引用数: 0 h-index: 0机构: Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, Taiwan Natl Yang Ming Univ, Stem Cell Res Ctr, Taipei, Taiwan China Med Univ Hosp, Taichung, Taiwan Natl Yang Ming Univ, Sch Med, Inst Clin Med, 155 Sect 2,Li Nong St, Taipei 11221, Taiwan
- [9] MACHINE LEARNING-GUIDED SUBPHENOTYPING OF CRITICALLY ILL PATIENTS AFTER CARDIAC SURGERYCRITICAL CARE MEDICINE, 2024, 52Desman, Jacob论文数: 0 引用数: 0 h-index: 0机构: Icahn Sch Med, New York, NY USA Icahn Sch Med, New York, NY USAMcCarthy, Paul论文数: 0 引用数: 0 h-index: 0机构: WVU, Morgantown, WV USA Icahn Sch Med, New York, NY USAYimen, Mekeleya论文数: 0 引用数: 0 h-index: 0机构: Icahn Sch Med, New York, NY USA Icahn Sch Med, New York, NY USASmith, Gordon论文数: 0 引用数: 0 h-index: 0机构: WVU, Morgantown, WV USA Icahn Sch Med, New York, NY USAKohli-Seth, Roopa论文数: 0 引用数: 0 h-index: 0机构: Mt Sinai Hlth Syst, New York, NY USA Icahn Sch Med, New York, NY USANadkarni, Girish论文数: 0 引用数: 0 h-index: 0机构: Icahn Sch Med, New York, NY USA Icahn Sch Med, New York, NY USASakhuja, Ankit论文数: 0 引用数: 0 h-index: 0机构: WVU, Morgantown, WV USA Icahn Sch Med, New York, NY USA
- [10] Prediction of acute kidney injury risk after cardiac surgery: using a hybrid machine learning algorithmBMC Medical Informatics and Decision Making, 22Yelena Petrosyan论文数: 0 引用数: 0 h-index: 0机构: University of Ottawa Heart Institute,Cardiocore Big Data Research UnitThierry G. Mesana论文数: 0 引用数: 0 h-index: 0机构: University of Ottawa Heart Institute,Cardiocore Big Data Research UnitLouise Y. Sun论文数: 0 引用数: 0 h-index: 0机构: University of Ottawa Heart Institute,Cardiocore Big Data Research Unit