Artificial Intelligence in Critical Care

被引：21
作者：
Mathur, Piyush [1 ]
Burns, Michael L. [2 ]
机构：
[1] Cleveland Clin, Anesthesiol Inst, Dept Gen Anesthesiol, Cleveland, OH 44147 USA
[2] Univ Michigan, Dept Anesthesiol, Ann Arbor, MI 48109 USA
来源：
INTERNATIONAL ANESTHESIOLOGY CLINICS | 2019年 / 57卷 / 02期
关键词：
CLINICAL DECISION-SUPPORT; MECHANICAL VENTILATION; NEURAL-NETWORK; PREDICTION; RISK; TECHNOLOGY; MORTALITY; SEPSIS;
D O I：
10.1097/AIA.0000000000000221
中图分类号：
R614 [麻醉学];
学科分类号：
100217 ;
摘要：
[No abstract available]
引用
收藏
页码：89 / 102
页数：14
相关论文
共 55 条
[1]  
[Anonymous], 2018, DIAGNOSE RADIOLOGIST
[2]   Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach [J].
Awad, Aya ;
Bader-El-Den, Mohamed ;
McNicholas, James ;
Briggs, Jim .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2017, 108 :185-195
[3]   Big Data and Machine Learning in Health Care [J].
Beam, Andrew L. ;
Kohane, Isaac S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2018, 319 (13) :1317-1318
[4]  
Beaulieu-Jones BK, 2018, BIOCOMPUT-PAC SYM, P123
[5]   Assessing patient risk of central line-associated bacteremia via machine learning [J].
Beeler, Cole ;
Dbeibo, Lana ;
Kelley, Kristen ;
Thatcher, Levi ;
Webb, Douglas ;
Bah, Amadou ;
Monahan, Patrick ;
Fowler, Nicole R. ;
Nicol, Spencer ;
Judy-Malcolm, Alisa ;
Azar, Jose .
AMERICAN JOURNAL OF INFECTION CONTROL, 2018, 46 (09) :986-991
[6]   Precision diagnosis: a view of the clinical decision support systems (CDSS) landscape through the lens of critical care [J].
Belard, Arnaud ;
Buchman, Timothy ;
Forsberg, Jonathan ;
Potter, Benjamin K. ;
Dente, Christopher J. ;
Kirk, Allan ;
Elster, Eric .
JOURNAL OF CLINICAL MONITORING AND COMPUTING, 2017, 31 (02) :261-271
[7]   Unintended Consequences of Machine Learning in Medicine [J].
Cabitza, Federico ;
Rasoini, Raffaele ;
Gensini, Gian Franco .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (06) :517-518
[8]   An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study [J].
Celi, Leo Anthony ;
Hinske, L. Christian ;
Alterovitz, Gil ;
Szolovits, Peter .
CRITICAL CARE, 2008, 12 (06) :R151
[9]  
Che Zhengping, 2016, AMIA Annu Symp Proc, V2016, P371
[10]   Reducing unnecessary lab testing in the ICU with artificial intelligence [J].
Cismondi, F. ;
Celi, L. A. ;
Fialho, A. S. ;
Vieira, S. M. ;
Reti, S. R. ;
Sousa, J. M. C. ;
Finkelstein, S. N. .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2013, 82 (05) :345-358
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