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Information Technology

Latest AI and machine learning research in information technology for healthcare professionals.

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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.

Leveraging large historical data in electronic health record (EHR), we developed Doctor AI, a generi...

Dec 2016 28286600
Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.

Medical research is experiencing a paradigm shift from "one-size-fits-all" strategy to a precision m...

Dec 2016 28503676
Large-scale identification of patients with cerebral aneurysms using natural language processing.

OBJECTIVE: To use natural language processing (NLP) in conjunction with the electronic medical recor...

Dec 2016 27927935
The Pre-Eclampsia Ontology: A Disease Ontology Representing the Domain Knowledge Specific to Pre-Eclampsia.

Pre-eclampsia (PE) is a clinical syndrome characterized by new-onset hypertension and proteinuria at...

Oct 2016 27788142
Feasibility of Antegrade Contrast-enhanced US Nephrostograms to Evaluate Ureteral Patency.

Purpose To demonstrate the feasibility of contrast material-enhanced ulrasonographic (US) nephrostog...

Oct 2016 28234551
Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

The ability to predict psychiatric readmission would facilitate the development of interventions to ...

Oct 2016 27754482
Semi-supervised learning of the electronic health record for phenotype stratification.

Patient interactions with health care providers result in entries to electronic health records (EHRs...

Oct 2016 27744022
A machine learning-based framework to identify type 2 diabetes through electronic health records.

OBJECTIVE: To discover diverse genotype-phenotype associations affiliated with Type 2 Diabetes Melli...

Oct 2016 27919371
Mapping Phenotypic Information in Heterogeneous Textual Sources to a Domain-Specific Terminological Resource.

Biomedical literature articles and narrative content from Electronic Health Records (EHRs) both cons...

Sep 2016 27643689
Diagnosis, misdiagnosis, lucky guess, hearsay, and more: an ontological analysis.

BACKGROUND: Disease and diagnosis have been the subject of much ontological inquiry. However, the in...

Sep 2016 27633888
OntoBrowser: a collaborative tool for curation of ontologies by subject matter experts.

UNLABELLED: The lack of controlled terminology and ontology usage leads to incomplete search results...

Sep 2016 27605099
Knowledge Discovery from Biomedical Ontologies in Cross Domains.

In recent years, there is an increasing demand for sharing and integration of medical data in biomed...

Aug 2016 27548262
Prediction of Clinical Deterioration in Hospitalized Adult Patients with Hematologic Malignancies Using a Neural Network Model.

INTRODUCTION: Clinical deterioration (ICU transfer and cardiac arrest) occurs during approximately 5...

Aug 2016 27532679
Evaluating electronic health record data sources and algorithmic approaches to identify hypertensive individuals.

OBJECTIVE: Phenotyping algorithms applied to electronic health record (EHR) data enable investigator...

Aug 2016 27497800
A prediction model of blood pressure for telemedicine.

This paper presents a new study based on a machine learning technique, specifically an artificial ne...

Aug 2016 27496863
Learning temporal weights of clinical events using variable importance.

BACKGROUND: Longitudinal data sources, such as electronic health records (EHRs), are very valuable f...

Jul 2016 27459993
Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers.

OBJECTIVE: The objective of this study is to develop an algorithm to accurately identify children wi...

Jul 2016 27452794
Remote triage support algorithm based on fuzzy logic.

OBJECTIVES: This paper presents a remote triage support algorithm as a part of a complex military te...

Jul 2016 27418264
Publication, discovery and interoperability of Clinical Decision Support Systems: A Linked Data approach.

BACKGROUND: The high costs involved in the development of Clinical Decision Support Systems (CDSS) m...

Jul 2016 27401856
The Cell Ontology 2016: enhanced content, modularization, and ontology interoperability.

BACKGROUND: The Cell Ontology (CL) is an OBO Foundry candidate ontology covering the domain of canon...

Jul 2016 27377652
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