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Information Technology

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

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Automatically identifying social isolation from clinical narratives for patients with prostate Cancer.

BACKGROUND: Social isolation is an important social determinant that impacts health outcomes and mor...

Mar 2019 30871518
HABITAT: An IoT Solution for Independent Elderly.

In this work, a flexible and extensive digital platform for Smart Homes is presented, exploiting the...

Mar 2019 30871107
Drivers for the development of an Animal Health Surveillance Ontology (AHSO).

Comprehensive reviews of syndromic surveillance in animal health have highlighted the hindrances to ...

Mar 2019 30935504
Introduction to artificial intelligence in medicine.

The term Artificial Intelligence (AI) was coined by John McCarthy in 1956 during a conference held o...

Feb 2019 30810430
Distributed learning from multiple EHR databases: Contextual embedding models for medical events.

Electronic health record (EHR) data provide promising opportunities to explore personalized treatmen...

Feb 2019 30825539
Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

BACKGROUND: Rapid antibiotic administration is known to improve sepsis outcomes, however early diagn...

Feb 2019 30794638
Machine Learning, Natural Language Processing, and the Electronic Health Record: Innovations in Mental Health Services Research.

An unprecedented amount of clinical information is now available via electronic health records (EHRs...

Feb 2019 30784377
A Telemedicine Robot System for Assisted and Independent Living.

The emerging demographic trends toward an aging population, demand new ways and solutions to improve...

Feb 2019 30781647
Rare disease knowledge enrichment through a data-driven approach.

BACKGROUND: Existing resources to assist the diagnosis of rare diseases are usually curated from the...

Feb 2019 30764825
Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine.

The diagnosis of type 2 diabetes (T2D) at an early stage has a key role for an adequate T2D integrat...

Feb 2019 30762572
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence.

Artificial intelligence (AI)-based methods have emerged as powerful tools to transform medical care....

Feb 2019 30742121
Predicting inadequate postoperative pain management in depressed patients: A machine learning approach.

Widely-prescribed prodrug opioids (e.g., hydrocodone) require conversion by liver enzyme CYP-2D6 to ...

Feb 2019 30726237
Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

PURPOSE: Accurate image-based ophthalmic diagnosis relies on fundus image clarity. This has importan...

Jan 2019 31044738
Natural Language Processing-Identified Problem Opioid Use and Its Associated Health Care Costs.

Use of prescription opioids and problems of abuse and addiction have increased over the past decade....

Jan 2019 30702378
Automatic Disease Annotation From Radiology Reports Using Artificial Intelligence Implemented by a Recurrent Neural Network.

OBJECTIVE: Radiology reports are rich resources for biomedical researchers. Before utilization of ra...

Jan 2019 30699011
Learning from Longitudinal Data in Electronic Health Record and Genetic Data to Improve Cardiovascular Event Prediction.

Current approaches to predicting a cardiovascular disease (CVD) event rely on conventional risk fact...

Jan 2019 30679510
Development of a cardiac-centered frailty ontology.

BACKGROUND: A Cardiac-centered Frailty Ontology can be an important foundation for using NLP to asse...

Jan 2019 30658684
Machine Learning Can Improve Estimation of Surgical Case Duration: A Pilot Study.

Operating room (OR) utilization is a significant determinant of hospital profitability. One aspect o...

Jan 2019 30656433
Semi-supervised encoding for outlier detection in clinical observation data.

BACKGROUND AND OBJECTIVE: Electronic Health Record (EHR) data often include observation records that...

Jan 2019 30658851
An ontological foundation for ocular phenotypes and rare eye diseases.

BACKGROUND: The optical accessibility of the eye and technological advances in ophthalmic diagnostic...

Jan 2019 30626441
The practical implementation of artificial intelligence technologies in medicine.

The development of artificial intelligence (AI)-based technologies in medicine is advancing rapidly,...

Jan 2019 30617336
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