Practice Management

Information Technology

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

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Showing 1282-1302 of 4,571 articles
Deep Sequential Models for Suicidal Ideation From Multiple Source Data.

This paper presents a novel method for predicting suicidal ideation from electronic health records (...

May 2019 31144649
Automating Ischemic Stroke Subtype Classification Using Machine Learning and Natural Language Processing.

OBJECTIVE: The manual adjudication of disease classification is time-consuming, error-prone, and lim...

May 2019 31103549
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard.

BACKGROUND: Mobile health (MH) technologies including clinical decision support systems (CDSS) provi...

May 2019 31077222
A cross-lingual approach to automatic ICD-10 coding of death certificates by exploring machine translation.

Automatic ICD-10 coding is an unresolved challenge in terms of Machine Learning tasks. Despite hospi...

May 2019 31077817
Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network.

As a widely used imaging modality in the medical field, ultrasound has been applied in community med...

Apr 2019 31021759
Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records.

Current guidelines for treatment decision making largely rely on data from randomized controlled tri...

Apr 2019 33041401
Developing a Physical Activity Ontology to Support the Interoperability of Physical Activity Data.

BACKGROUND: Physical activity data provides important information on disease onset, progression, and...

Apr 2019 31012864
Predicting childhood obesity using electronic health records and publicly available data.

BACKGROUND: Because of the strong link between childhood obesity and adulthood obesity comorbidities...

Apr 2019 31009509
Neural transfer learning for assigning diagnosis codes to EMRs.

OBJECTIVE: Electronic medical records (EMRs) are manually annotated by healthcare professionals and ...

Apr 2019 31164204
Attention-based deep residual learning network for entity relation extraction in Chinese EMRs.

BACKGROUND: Electronic medical records (EMRs) contain a variety of valuable medical concepts and rel...

Apr 2019 30961580
Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems.

This article examines the history of the telemedicine intensive care unit (tele-ICU), the current st...

Apr 2019 31076048
DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification.

BACKGROUND AND OBJECTIVE: Deep learning techniques have been successfully applied to tackle several ...

Apr 2019 31003179
Enabling artificial intelligence in high acuity medical environments.

Acute patient treatment can heavily profit from AI-based assistive and decision support systems, in ...

Apr 2019 30950665
A hybrid neural network model for predicting kidney disease in hypertension patients based on electronic health records.

BACKGROUND: Disease prediction based on Electronic Health Records (EHR) has become one hot research ...

Apr 2019 30961614
Automated feature selection of predictors in electronic medical records data.

The use of Electronic Health Records (EHR) for translational research can be challenging due to diff...

Apr 2019 30353541
QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research.

BACKGROUND: While doctors should analyze a large amount of electronic medical record (EMR) data to c...

Apr 2019 30935389
Machine learning for patient risk stratification for acute respiratory distress syndrome.

BACKGROUND: Existing prediction models for acute respiratory distress syndrome (ARDS) require manual...

Mar 2019 30921400
The day when computers read between lines.

There is a growing notion that artificial general intelligence (AGI) will replace some of the work d...

Mar 2019 30911986
LSTM Model for Prediction of Heart Failure in Big Data.

The combination of big data and deep learning is a world-shattering technology that can make a great...

Mar 2019 30888519
Telehealth in Mental Health Nursing Education: Health Care Simulation With Remote Presence Technology.

The feasibility of integrating remote presence technology within a simulation scenario for psychiatr...

Mar 2019 30888428
Leveraging Electronic Dental Record Data to Classify Patients Based on Their Smoking Intensity.

BACKGROUND: Smoking is an established risk factor for oral diseases and, therefore, dental clinician...

Mar 2019 30875704
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