Predicting Short-term Survival after Liver Transplantation using Machine Learning

A predictive model for acute allograft rejection of liver transplantation

(2018) Chien-Liang Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Development and validation of an optimized prediction of mortality for candidates awaiting liver transplantation

(2018) Dimitris Bertsimas et al.   AMERICAN JOURNAL OF TRANSPLANTATION

The postoperative Model for End stage Liver Disease score as a predictor of short-term outcome after transplantation of extended criteria donor livers

(2017) Tamas Benko et al.   EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Machine-Learning Algorithms Predict Graft Failure After Liver Transplantation

(2017) Lawrence Lau et al.   TRANSPLANTATION

Learning a Health Knowledge Graph from Electronic Medical Records

(2017) Maya Rotmensch et al.   Scientific Reports

Machine learning workflow to enhance predictions of Adverse Drug Reactions (ADRs) through drug-gene interactions: application to drugs for cutaneous diseases

(2017) Kalpana Raja et al.   Scientific Reports

The MELD-Plus: A generalizable prediction risk score in cirrhosis

(2017) Uri Kartoun et al.   PLoS One

Predicting short-term survival after liver transplantation on eight score systems: a national report from China Liver Transplant Registry

(2017) Qi Ling et al.   Scientific Reports

EEG machine learning for accurate detection of cholinergic intervention and Alzheimer’s disease

(2017) Sonja Simpraga et al.   Scientific Reports

Effects of Intraoperative Magnesium Sulfate Administration on Postoperative Tramadol Requirement in Liver Transplantation: A Prospective, Double-Blind Study

(2016) B. Gucyetmez et al.   TRANSPLANTATION PROCEEDINGS

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

(2016) Riccardo Miotto et al.   Scientific Reports

Deep learning

(2015) Yann LeCun et al.   NATURE

Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy

(2014) Sriram Ramgopal et al.   EPILEPSY & BEHAVIOR

Prediction of Postoperative Mortality in Liver Transplantation in the Era of MELD-Based Liver Allocation: A Multivariate Analysis

(2014) Helge Bruns et al.   PLoS One

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Current Status and Future of Liver Transplantation

(2010) Robert Merion   SEMINARS IN LIVER DISEASE

Torsades de Pointes Triggered by Severe Diastolic Hypotension With Low Hematocrit in the Neohepatic Stage of Liver Transplantation: A Case Report

(2010) J.H. Chin et al.   TRANSPLANTATION PROCEEDINGS

The introduction of MELD-based organ allocation impacts 3-month survival after liver transplantation by influencing pretransplant patient characteristics

(2009) Tobias J. Weismüller et al.   TRANSPLANT INTERNATIONAL

Roughly balanced bagging for imbalanced data

(2009) Shohei Hido et al.   Statistical Analysis and Data Mining