Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records

Temporal dynamics of clinical risk predictors for hospital-acquired acute kidney injury under different forecast time windows

(2022) Lijuan Wu et al.   KNOWLEDGE-BASED SYSTEMS

Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis

(2022) Kang Liu et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

The Prognostic Value of Calcium in Post-Cardiovascular Surgery Patients in the Intensive Care Unit

(2021) Siwei Bi et al.   Frontiers in Cardiovascular Medicine

Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks

(2020) Zhenxing Xu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Application of group LASSO regression based Bayesian networks in risk factors exploration and disease prediction for acute kidney injury in hospitalized patients with hematologic malignancies

(2020) Yang Li et al.   BMC Nephrology

Serum ionised calcium and the risk of acute respiratory failure in hospitalised patients: a single-centre cohort study in the USA

(2020) Charat Thongprayoon et al.   BMJ Open

Predicting Acute Kidney Injury After Cardiac Surgery Using a Simpler Model

(2020) Tim Coulson et al.   JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA

Derivation and Validation of a Risk Prediction Model for Vancomycin-Associated Acute Kidney Injury in Chinese Population

(2020) Nana Xu et al.   Therapeutics and Clinical Risk Management

Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

(2020) Matthew M. Churpek et al.   JAMA Network Open

A web-based machine-learning algorithm predicting postoperative acute kidney injury after total knee arthroplasty

(2020) Sunho Ko et al.   KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY

A novel nomogram to predict perioperative acute kidney injury following isolated coronary artery bypass grafting surgery with impaired left ventricular ejection fraction

(2020) Hongyuan Lin et al.   BMC Cardiovascular Disorders

Early prediction of acute kidney injury following ICU admission using a multivariate panel of physiological measurements

(2019) Lindsay P. Zimmerman et al.   BMC Medical Informatics and Decision Making

Derivation and validation of a prediction score for acute kidney injury secondary to acute myocardial infarction in Chinese patients

(2019) Feng-bo Xu et al.   BMC Nephrology

A clinically applicable approach to continuous prediction of future acute kidney injury

(2019) Nenad Tomašev et al.   NATURE

Comparative Performance of Prediction Models for Contrast-Associated Acute Kidney Injury After Percutaneous Coronary Intervention

(2019) Bryan Ma et al.  

A continual prediction model for inpatient acute kidney injury

(2019) Rohit J. Kate et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Vancomycin Plus Piperacillin-Tazobactam and Acute Kidney Injury in Adults

(2018) Megan K. Luther et al.   CRITICAL CARE MEDICINE

The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model*

(2018) Jay L. Koyner et al.   CRITICAL CARE MEDICINE

Development and Validation of a Risk Prediction Model for Acute Kidney Injury After the First Course of Cisplatin

(2018) Shveta S. Motwani et al.   JOURNAL OF CLINICAL ONCOLOGY

Paradigms of acute kidney injury in the intensive care setting

(2018) John A. Kellum et al.   Nature Reviews Nephrology

Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury

(2018) Lijuan Wu et al.   Scientific Reports

Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study

(2018) Chenxi Huang et al.   PLOS MEDICINE

Prediction of Acute Kidney Injury after Liver Transplantation: Machine Learning Approaches vs. Logistic Regression Model

(2018) Hyung-Chul Lee et al.   Journal of Clinical Medicine

Serum Calcium and Risk of Sudden Cardiac Arrest in the General Population

(2017) Hirad Yarmohammadi et al.   MAYO CLINIC PROCEEDINGS

A web-based tool to predict acute kidney injury in patients with ST-elevation myocardial infarction: Development, internal validation and comparison

(2017) Benjamin R. Zambetti et al.   PLoS One

Systematic review of prognostic prediction models for acute kidney injury (AKI) in general hospital populations

(2017) Luke Eliot Hodgson et al.   BMJ Open

Prediction and detection models for acute kidney injury in hospitalized older adults

(2016) Rohit J. Kate et al.   BMC Medical Informatics and Decision Making

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(2016)   CLINICAL CARDIOLOGY

Dynamic Predictive Scores for Cardiac Surgery–Associated Acute Kidney Injury

(2016) Wuhua Jiang et al.   Journal of the American Heart Association

Predicting Acute Kidney Injury After Cardiac Surgery: A Systematic Review

(2016) Sarah C. Huen et al.   ANNALS OF THORACIC SURGERY

Development and Validation of a Pre-Percutaneous Coronary Intervention Risk Model of Contrast-Induced Acute Kidney Injury With an Integer Scoring System

(2015) Taku Inohara et al.   AMERICAN JOURNAL OF CARDIOLOGY

Epidemiology of acute kidney injury in critically ill patients: the multinational AKI-EPI study

(2015) Eric A. J. Hoste et al.   INTENSIVE CARE MEDICINE

Risk prediction models for acute kidney injury following major noncardiac surgery: systematic review

(2015) Todd Wilson et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Clinical Risk Scoring Models for Prediction of Acute Kidney Injury after Living Donor Liver Transplantation: A Retrospective Observational Study

(2015) Mi Hye Park et al.   PLoS One

Personalized Mortality Prediction Driven by Electronic Medical Data and a Patient Similarity Metric

(2015) Joon Lee et al.   PLoS One

Risk of postoperative acute kidney injury in patients undergoing orthopaedic surgery--development and validation of a risk score and effect of acute kidney injury on survival: observational cohort study

(2015) S. Bell et al.   BMJ-British Medical Journal

Clinical SYNTAX Score Can Predict Acute Kidney Injury following On-Pump but Not Off-Pump Coronary Artery Bypass Surgery

(2015) Mete Gursoy et al.   CardioRenal Medicine

Risk of postoperative acute kidney injury in patients undergoing orthopaedic surgery--development and validation of a risk score and effect of acute kidney injury on survival: observational cohort study

(2015) S. Bell et al.   BMJ-British Medical Journal

Association of Admission Serum Calcium Levels and In-Hospital Mortality in Patients with Acute ST-Elevated Myocardial Infarction: An Eight-Year, Single-Center Study in China

(2014) Xin Lu et al.   PLoS One

Validated Contemporary Risk Model of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions: Insights From the National Cardiovascular Data Registry Cath‐PCI Registry

(2014) Thomas T. Tsai et al.   Journal of the American Heart Association

A New Equation to Estimate Glomerular Filtration Rate

(2013) Andrew S. Levey et al.   ANNALS OF INTERNAL MEDICINE

Incidence, Outcomes, and Comparisons across Definitions of AKI in Hospitalized Individuals

(2013) X. Zeng et al.   Clinical Journal of the American Society of Nephrology

How can we best predict acute kidney injury following cardiac surgery?

(2013) Kristin S. Berg et al.   EUROPEAN JOURNAL OF ANAESTHESIOLOGY

Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

(2013) Nitesh V. Chawla et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury

(2013) Casey Lynnette Overby et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Burns: Where Has All the Calcium (and Vitamin D) Gone?

(2012) Gordon L. Klein   Advances in Nutrition

Personalized health care: From theory to practice

(2011) Ralph Snyderman   Biotechnology Journal

Acute Kidney Injury in Older Adults

(2011) S. Anderson et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Learning patient-specific predictive models from clinical data

(2010) Shyam Visweswaran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2)

(2010) S. N. Murphy et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Development of Inpatient Risk Stratification Models of Acute Kidney Injury for Use in Electronic Health Records

(2010) Michael E. Matheny et al.   MEDICAL DECISION MAKING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING