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Information Technology

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

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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...

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...

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...

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...

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...

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...

A prediction model of blood pressure for telemedicine.

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

Learning temporal weights of clinical events using variable importance.

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

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...

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...

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...

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...

Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods.

OBJECTIVE: The combination of phenomic data from electronic health records (EHR) and clinical data r...

Dense Annotation of Free-Text Critical Care Discharge Summaries from an Indian Hospital and Associated Performance of a Clinical NLP Annotator.

Electronic Health Record (EHR) use in India is generally poor, and structured clinical information i...

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

Secondary use of electronic health records (EHRs) promises to advance clinical research and better i...

The Ontology for Biomedical Investigations.

The Ontology for Biomedical Investigations (OBI) is an ontology that provides terms with precisely d...

Optimizing annotation resources for natural language de-identification via a game theoretic framework.

OBJECTIVE: Electronic medical records (EMRs) are increasingly repurposed for activities beyond clini...

Interoperability between phenotypes in research and healthcare terminologies--Investigating partial mappings between HPO and SNOMED CT.

BACKGROUND: Identifying partial mappings between two terminologies is of special importance when one...

Telemedicine Supported Chronic Wound Tissue Prediction Using Classification Approaches.

Telemedicine helps to deliver health services electronically to patients with the advancement of com...

EHR based Genetic Testing Knowledge Base (iGTKB) Development.

BACKGROUND: The gap between a large growing number of genetic tests and a suboptimal clinical workfl...

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