Practice Management

Information Technology

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

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Collaborative and Reproducible Research: Goals, Challenges, and Strategies.

Combining imaging biomarkers with genomic and clinical phenotype data is the foundation of precision...

Jun 2018 29476392
Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes.

Electronic medical record (EMR) systems provide easy access to radiology reports and offer great pot...

Feb 2018 28808792
Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment.

OBJECTIVE: Universal HIV screening programs are costly, labor intensive, and often fail to identify ...

Feb 2018 29084046
Electronic Health Record Phenotypes for Precision Medicine: Perspectives and Caveats From Treatment of Breast Cancer at a Single Institution.

Precision medicine is at the forefront of biomedical research. Cancer registries provide rich perspe...

Jan 2018 29084368
Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database.

Electronic Health Records (EHRs) contain a wealth of patient data useful to biomedical researchers. ...

Jan 2018 29218875
Tobacco use status from clinical notes using Natural Language Processing and rule based algorithm.

BACKGROUND: This cross-sectional retrospective study utilized Natural Language Processing (NLP) to e...

Jan 2018 29614708
Automatic Annotation of French Medical Narratives with SNOMED CT Concepts.

Medical data is multimodal. In particular, it is composed of both structured data and narrative data...

Jan 2018 29678053
FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability.

The Immune Epitope Database (IEDB), at www.iedb.org, has the mission to make published experimental ...

Jan 2018 29688354
Identification of errors in the IEDB using ontologies.

The Immune Epitope Database (IEDB) is a free online resource that has manually curated over 18 500 r...

Jan 2018 29688357
Structuring Clinical Decision Support Rules for Drug Safety Using Natural Language Processing.

Drug safety is an important aspect in healthcare, resulting in a number of inadvertent events, which...

Jan 2018 29968609
Natural Language Processing for EHR-Based Pharmacovigilance: A Structured Review.

The goal of pharmacovigilance is to detect, monitor, characterize and prevent adverse drug events (A...

Nov 2017 28643174
Using Natural Language Processing to Extract Abnormal Results From Cancer Screening Reports.

OBJECTIVES: Numerous studies show that follow-up of abnormal cancer screening results, such as mammo...

Sep 2017 25025472
Finding useful data across multiple biomedical data repositories using DataMed.

The value of broadening searches for data across multiple repositories has been identified by the bi...

May 2017 28546571
De-identification of patient notes with recurrent neural networks.

OBJECTIVE: Patient notes in electronic health records (EHRs) may contain critical information for me...

May 2017 28040687
Screening Electronic Health Record-Related Patient Safety Reports Using Machine Learning.

INTRODUCTION: The objective of this study was to develop a semiautomated approach to screening cases...

Mar 2017 24721977
Correlate: A PACS- and EHR-integrated Tool Leveraging Natural Language Processing to Provide Automated Clinical Follow-up.

A major challenge for radiologists is obtaining meaningful clinical follow-up information for even a...

Jan 2017 28898194
Better living through ontologies at the Immune Epitope Database.

UNLABELLED: The Immune Epitope Database (IEDB) project incorporates independently developed ontologi...

Jan 2017 28365732
Linked Data Applications Through Ontology Based Data Access in Clinical Research.

Clinical care and research data are widely dispersed in isolated systems based on heterogeneous data...

Jan 2017 28423769
Acronym Disambiguation in Spanish Electronic Health Narratives Using Machine Learning Techniques.

Electronic Health Records (EHRs) are now being massively used in hospitals what has motivated curren...

Jan 2017 28423792
HL7 FHIR: Ontological Reinterpretation of Medication Resources.

"A solid ontology-based analysis with a rigorous formal mapping for correctness" is one of the ten r...

Jan 2017 28423833
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