Practice Management

Information Technology

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

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Showing 1366-1386 of 4,571 articles
Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate Cancer Treatment.

The clinical, granular data in electronic health record (EHR) systems provide opportunities to impro...

Apr 2018 29854154
A hybrid Neural Network Model for Joint Prediction of Presence and Period Assertions of Medical Events in Clinical Notes.

In this paper, we propose a novel neural network architecture for clinical text mining. We formulate...

Apr 2018 29854183
Evaluation of Semantic Web Technologies for Storing Computable Definitions of Electronic Health Records Phenotyping Algorithms.

Electronic Health Records are electronic data generated during or as a byproduct of routine patient ...

Apr 2018 29854204
Leveraging Collaborative Filtering to Accelerate Rare Disease Diagnosis.

In the USA, rare diseases are defined as those affecting fewer than 200,000 patients at any given ti...

Apr 2018 29854225
A Multi-Task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks.

Monitoring the future health status of patients from the historical Electronic Health Record (EHR) i...

Apr 2018 29854237
Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?

Incidence of Acute Kidney Injury (AKI) has increased dramatically over the past two decades due to r...

Apr 2018 29854121
The Dependence of Machine Learning on Electronic Medical Record Quality.

There is growing interest in applying machine learning methods to Electronic Medical Records (EMR). ...

Apr 2018 29854155
A Semantic Parsing Method for Mapping Clinical Questions to Logical Forms.

This paper presents a method for converting natural language questions about structured data in the ...

Apr 2018 29854217
ProFUSO: Business process and ontology-based framework to develop ubiquitous computing support systems for chronic patients' management.

New advances in telemedicine, ubiquitous computing, and artificial intelligence have supported the e...

Apr 2018 29627462
Causal risk factor discovery for severe acute kidney injury using electronic health records.

BACKGROUND: Acute kidney injury (AKI), characterized by abrupt deterioration of renal function, is a...

Mar 2018 29589567
Matching biomedical ontologies based on formal concept analysis.

BACKGROUND: The goal of ontology matching is to identify correspondences between entities from diffe...

Mar 2018 29554977
Mobile technology and telemedicine for shoulder range of motion: validation of a motion-based machine-learning software development kit.

BACKGROUND: Mobile technology offers the prospect of delivering high-value care with increased patie...

Mar 2018 29525490
Ensemble of shape functions and support vector machines for the estimation of discrete arm muscle activation from external biceps 3D point clouds.

BACKGROUND: Muscle activation level is currently being captured using impractical and expensive devi...

Feb 2018 29499448
Using Technology in Global Otolaryngology.

Technology is integral to the diverse diagnostics and interventions of Otolaryngology. Historically,...

Feb 2018 29472013
Assessing the practice of biomedical ontology evaluation: Gaps and opportunities.

With the proliferation of heterogeneous health care data in the last three decades, biomedical ontol...

Feb 2018 29462669
Informatics and machine learning to define the phenotype.

For the past decade, the focus of complex disease research has been the genotype. From technological...

Feb 2018 29431517
Automated chart review utilizing natural language processing algorithm for asthma predictive index.

BACKGROUND: Thus far, no algorithms have been developed to automatically extract patients who meet A...

Feb 2018 29439692
Ascertainment of asthma prognosis using natural language processing from electronic medical records.

NLP algorithm successfully determined asthma prognosis (i.e., no remission, long-term remission, and...

Feb 2018 29438770
Applying natural language processing techniques to develop a task-specific EMR interface for timely stroke thrombolysis: A feasibility study.

OBJECTIVE: To reduce errors in determining eligibility for intravenous thrombolytic therapy (IVT) in...

Feb 2018 29500013
Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach.

Urban living in modern large cities has significant adverse effects on health, increasing the risk o...

Feb 2018 30886441
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