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Information Technology

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

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Showing 1345-1365 of 4,571 articles
One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network.

Throughout recent times, cybersecurity problems have occurred in various business applications. Alth...

Sep 2018 30188908
Methodological variations in lagged regression for detecting physiologic drug effects in EHR data.

We studied how lagged linear regression can be used to detect the physiologic effects of drugs from ...

Aug 2018 30172760
Disease Specific Ontology of Adverse Events: Ontology extension and adaptation for Chronic Kidney Disease.

BACKGROUND: Adverse Event (AE) ontology can be used to support interoperability and computer-assiste...

Aug 2018 30195820
Automated ontology generation framework powered by linked biomedical ontologies for disease-drug domain.

OBJECTIVE AND BACKGROUND: The exponential growth of the unstructured data available in biomedical li...

Aug 2018 30337066
Risk prediction using natural language processing of electronic mental health records in an inpatient forensic psychiatry setting.

OBJECTIVE: Instruments rating risk of harm to self and others are widely used in inpatient forensic ...

Aug 2018 30118855
Conditional random fields for clinical named entity recognition: A comparative study using Korean clinical texts.

BACKGROUND: This study demonstrates clinical named entity recognition (NER) methods on the clinical ...

Aug 2018 30086416
Telemedicine and telerobotics: from science fiction to reality.

Advances in communication technologies have paved the way for telemedicine to transform the delivery...

Jul 2018 30056519
Discovering and identifying New York heart association classification from electronic health records.

BACKGROUND: Cardiac Resynchronization Therapy (CRT) is an established pacing therapy for heart failu...

Jul 2018 30066653
Natural Language Processing and Its Implications for the Future of Medication Safety: A Narrative Review of Recent Advances and Challenges.

The safety of medication use has been a priority in the United States since the late 1930s. Recently...

Jul 2018 29884988
Natural Language Processing for EHR-Based Computational Phenotyping.

This article reviews recent advances in applying natural language processing (NLP) to Electronic Hea...

Jun 2018 29994486
Prediction task guided representation learning of medical codes in EHR.

There have been rapidly growing applications using machine learning models for predictive analytics ...

Jun 2018 29928997
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set.

Recently, recurrent neural networks (RNNs) have been applied in predicting disease onset risks with ...

Jun 2018 29908902
From lexical regularities to axiomatic patterns for the quality assurance of biomedical terminologies and ontologies.

Ontologies and terminologies have been identified as key resources for the achievement of semantic i...

Jun 2018 29908358
Profiling Lung Cancer Patients Using Electronic Health Records.

If Electronic Health Records contain a large amount of information about the patient's condition and...

May 2018 29855732
Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models.

With the widespread adoption of electronic health records (EHRs), large repositories of structured a...

May 2018 31218278
Evaluating the Efficiency and Safety of Speech Recognition within a Commercial Electronic Health Record System: A Replication Study.

OBJECTIVE: To conduct a replication study to validate previously identified significant risks and in...

May 2018 29768633
Extending the DIDEO ontology to include entities from the natural product drug interaction domain of discourse.

BACKGROUND: Prompted by the frequency of concomitant use of prescription drugs with natural products...

May 2018 29743102
Deep generative learning for automated EHR diagnosis of traditional Chinese medicine.

BACKGROUND: Computer-aided medical decision-making (CAMDM) is the method to utilize massive EMR data...

May 2018 29801696
EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning.

OBJECTIVE: Electronic medical records (EMRs) contain medical knowledge that can be used for clinical...

Apr 2018 29691122
Predicting Hospital Readmission via Cost-Sensitive Deep Learning.

With increased use of electronic medical records (EMRs), data mining on medical data has great poten...

Apr 2018 29993930
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