Knowledge Graph Embeddings for ICU readmission prediction

Early prediction of ICU readmissions using classification algorithms

(2020) Melina Loreto et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis

(2020) Wei Tse Li et al.   BMC Medical Informatics and Decision Making

Semantic similarity and machine learning with ontologies

(2020) Maxat Kulmanov et al.   BRIEFINGS IN BIOINFORMATICS

An intelligent warning model for early prediction of cardiac arrest in sepsis patients

(2019) Samaneh Layeghian Javan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Patient Clustering Improves Efficiency of Federated Machine Learning to Predict Mortality and Hospital Stay Time Using Distributed Electronic Medical Records

(2019) Li Huang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Predicting sepsis with a recurrent neural network using the MIMIC III database

(2019) Matthieu Scherpf et al.   COMPUTERS IN BIOLOGY AND MEDICINE

RDF2Vec: RDF graph embeddings and their applications

(2018) Petar Ristoski et al.   Semantic Web

OPA2Vec: combining formal and informal content of biomedical ontologies to improve similarity-based prediction

(2018) Fatima Zohra Smaili et al.   BIOINFORMATICS

Knowledge Graph Embedding: A Survey of Approaches and Applications

(2017) Quan Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The MIMIC Code Repository: enabling reproducibility in critical care research

(2017) Alistair EW Johnson et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Semantic annotation in biomedicine: the current landscape

(2017) Jelena Jovanović et al.   Journal of Biomedical Semantics

NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendation

(2017) Marcos Martínez-Romero et al.   Journal of Biomedical Semantics

Predicting all-cause risk of 30-day hospital readmission using artificial neural networks

(2017) Mehdi Jamei et al.   PLoS One

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

The impact of electronic health records on healthcare quality: a systematic review and meta-analysis

(2015) Paolo Campanella et al.   EUROPEAN JOURNAL OF PUBLIC HEALTH

Readmission to the intensive care unit: A population-based approach

(2012) Jiun-I Lai et al.   JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION

Mining electronic health records: towards better research applications and clinical care

(2012) Peter B. Jensen et al.   NATURE REVIEWS GENETICS

Building a biomedical ontology recommender web service

(2012) Clement Jonquet et al.   Journal of Biomedical Semantics