Machine Learning to Predict Contrast-Induced Acute Kidney Injury in Patients With Acute Myocardial Infarction

Machine Learning to Predict Contrast-Induced Acute Kidney Injury in Patients With Acute Myocardial Infarction

Objective: To develop predictive models for contrast induced acute kidney injury (CI-AKI) among acute myocardial infarction (AMI) patients treated invasively.Methods: Patients with AMI who underwent angiography therapy were enrolled and randomly divided into training cohort (75%) and validation coho...

Full description

Bibliographic Details
Main Authors:	Ling Sun, Wenwu Zhu, Xin Chen, Jianguang Jiang, Yuan Ji, Nan Liu, Yajing Xu, Yi Zhuang, Zhiqin Sun, Qingjie Wang, Fengxiang Zhang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2020-11-01
Series:	Frontiers in Medicine
Subjects:	machine learning Random Forest algorithm logistic regression predictive models contrast induced acute kidney injury acute myocardial infarction
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2020.592007/full

Similar Items

Myocardial contrast echocardiography – Use in viability assessment and acute myocardial infarction
by: Jiwan Pradhan, et al.
Published: (2019-01-01)

A comparison between different definitions of contrast-induced acute kidney injury for long-term mortality in patients with acute myocardial infarction
by: Li Lei, et al.
Published: (2020-06-01)

Predictive value of creatine kinase MB for contrast-induced acute kidney injury among myocardial infarction patients
by: Wen Wei, et al.
Published: (2021-07-01)

The periprocedural myocardial infarction and probability of the developing of the contrast-induced acute kidneys injury in clinical practice. Case report
by: Olga A. Dmitrieva, et al.
Published: (2021-04-01)

Effect of continuous use of metformin on kidney function in diabetes patients with acute myocardial infarction undergoing primary percutaneous coronary intervention
by: Qi Yu, et al.
Published: (2020-04-01)

The role of thiol levels in predicting contrast-induced nephropathy in patients with ST-segment elevation myocardial infarction who underwent primary percutaneous coronary intervention
by: Ahmet Korkmaz, et al.
Published: (2019-09-01)

Low Ejection Fraction Predisposes to Contrast-Induced Nephropathy after the Second Step of Staged Coronary Revascularization for Acute Myocardial Infarction: A Retrospective Observational Study
by: Michał Chyrchel, et al.
Published: (2020-06-01)

ATYPICAL CLINICAL COURSE OF THE ACUTE MYOCARDIAL INFARCTION: CLINICAL AND ANAMNESTIC CHARACTERISTIC OF PATIENTS, MANAGEMENT AND OUTCOMES (DATA FROM REGISTRY OF ACUTE MYOCARDIAL INFARCTION)
by: A. А. Garganeeva, et al.
Published: (2016-08-01)

FREQUENCY OF ACUTE KIDNEY INJURY AMONG PATIENTS UNDERGOING CORONARY ANGIOGRAPHY828
by: Sajid Khan, et al.
Published: (2020-12-01)

Derivation and validation of a prediction score for acute kidney injury secondary to acute myocardial infarction in Chinese patients
by: Feng-bo Xu, et al.
Published: (2019-05-01)

Assessing the influence of acute kidney injury on the mortality in patients with acute myocardial infarction: a clinical trail
by: Yan-Bei Sun, et al.
Published: (2018-10-01)

Unusual Presentation of Acute Myocardial Infarction
by: Anandaraja Subramanian, MD, DM, FCE, et al.
Published: (2012-09-01)

Acute pancreatitis complicated by acute myocardial infarction – A rare association
by: Allam Vasantha Kumar, et al.
Published: (2013-07-01)

Acute anterior myocardial infarction seen on conventional iodine-contrast CT
by: Christian Hagdrup, MD, et al.
Published: (2017-09-01)

Acute myocardial infarction in yellow oleander poisoning
by: D Anandhi, et al.
Published: (2018-01-01)

CLINICAL OUTCOME OF PATIENTS ADMITTED WITH ACUTE ANTERIOR VERSUS ACUTE INFERIOR WALL MYOCARDIAL INFARCTION
by: Moazzam Khan, et al.
Published: (2020-12-01)

Acute myocardial infarction as the first manifestation of paraganglioma
by: Sara Pinto, et al.
Published: (2019-04-01)

Acute myocardial infarction on Nongated chest computed tomography
by: Maria Salgado Guerrero, MD, et al.
Published: (2020-10-01)

Electrocardiography changes in patients with acute myocardial infarction in late hospital phase
by: Marčetić Z., et al.
Published: (2014-01-01)

A circulating miRNA signature for early diagnosis of acute kidney injury following acute myocardial infarction
by: Pei-Chun Fan, et al.
Published: (2019-04-01)

Age aspects of acute myocardial infarction
by: Ekaterina V. Khorolets, et al.
Published: (2019-01-01)

The mechanism and treatment of shock accompanying acute myocardial infarction
by: Weingarten, Charles H.
Published: (2017)

Rosuvastatin prevents myocardial necrosis in an experimental model of acute myocardial infarction
by: P.M.M. Dourado, et al.
Published: (2011-05-01)

MANAGEMENT OF DIABETES IN ACUTE MYOCARDIAL INFARCTION IN CELJE GENERAL HOSPITAL IN 1999
by: Gregor Veninšek
Published: (2001-12-01)

MYOCARDIAL CONTRAST ECHOCARDIOGRAPHY IN ACUTE ST ELEVATION MYOCARDIAL INFARCTION
by: Martin Tretjak
Published: (2004-07-01)

Terlipressin-Related Acute Myocardial Infarction: A Case Report and Literature Review
by: Min-Yi Lee, et al.
Published: (2004-12-01)

Contemporary Status of Acute Myocardial Infarction in Korean Patients: Korean Registry of Acute Myocardial Infarction for Regional Cardiocerebrovascular Centers
by: Rock Bum Kim, et al.
Published: (2021-02-01)

Double Jeopardy : Acute myocardial infarction complicated by cardiogenic shock and contrast mediated anaphylactoid reaction
by: Ha-uyen Thi Nguyen, et al.
Published: (2013-03-01)

Acute Hypotension and Chest Pain as The Presentation of a Post-Myocardial Infarction Acute Pericarditis (Dressler’s Syndrome)
by: Alfredo De Giorgi, et al.
Published: (2016-01-01)

The Predictive Value of Myeloperoxidase for Contrast-Induced Nephropathy After Percutaneous Coronary Intervention in Patients with Acute Myocardial Infarction
by: Yan G, et al.
Published: (2021-04-01)

Risk factors for acute myocardial infarction during the postoperative period of myocardial revascularization
by: José Ribamar Costa Jr., et al.
Published: (2003-03-01)

THE SPEKL-TREKING PREDICTIVE VALUE OF THE ECHOCARDIOGRAPHY AT THE ACUTE MYOCARDIAL INFARCTION
by: N. A. Kosheleva, et al.
Published: (2016-10-01)

Subarachnoid hemorrhage mimicking acute myocardial infarction
by: Raluca Ungureanu, et al.
Published: (2016-03-01)

Biventricular thrombi complicating acute myocardial infarction
by: Sanjeev Sanghvi, et al.
Published: (2016-09-01)

Sex disparities in acute kidney injury complicating acute myocardial infarction with cardiogenic shock
by: Saraschandra Vallabhajosyula, et al.
Published: (2019-08-01)

Case of combination of acute intestinal obstruction and acute myocardial infarction
by: D. A. Smirnov, et al.
Published: (2019-06-01)

Acute psychoses in reanimation period of acute myocardial infarction treatment
by: M. L. Grinberg, et al.
Published: (1970-01-01)

RETROSPECTIVE ANALYSIS OF MYOCARDIAL RUPTURE CASES IN PATIENTS WITH ACUTE MYOCARDIAL INFARCTION
by: L. E. Rudakova, et al.
Published: (2010-08-01)

The Role of Autophagy in Acute Myocardial Infarction
by: Du Wu, et al.
Published: (2019-05-01)

Continuous venovenous hemodiafiltration in the treatment of septic shock and acute kidney injury in a patient with acute myocardial infarction
by: K. S. Kozulin, et al.
Published: (2021-03-01)

Cannot write session to /tmp/vufind_sessions/sess_j9ein2ehg3r2ql13lajciipm6q