Information Technology

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

4,576 articles

Practice-Management Subcategories: Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling

Showing 2353-2373 of 4,576 articles

5th-Generation Mobile Communication: Data Highway for Surgery 4.0.

INTRODUCTION: 5th generation cellular mobile communications (5G) is one of the main requirements for...

Nov 2019 31694061

Putting the "why" in "EHR": capturing and coding clinical cognition.

Complaints about electronic health records, including information overload, note bloat, and alert fa...

Nov 2019 31407781

Transparent Reporting on Research Using Unstructured Electronic Health Record Data to Generate 'Real World' Evidence of Comparative Effectiveness and Safety.

Research that makes secondary use of administrative and clinical healthcare databases is increasingl...

Nov 2019 31452075

Convolutional neural networks for wound detection: the role of artificial intelligence in wound care.

OBJECTIVE: Telemedicine is an essential support system for clinical settings outside the hospital. R...

Oct 2019 31600101

Text Classification to Inform Suicide Risk Assessment in Electronic Health Records.

Assessing a patient's risk of an impending suicide attempt has been hampered by limited information ...

Aug 2019 31437881

Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing.

Suicidal ideation is a risk factor for self-harm, completed suicide and can be indicative of mental ...

Aug 2019 31437956

Identifying Patients with Significant Problems Related to Social Determinants of Health with Natural Language Processing.

Social and behavioral factors influence health but are infrequently recorded in electronic health re...

Aug 2019 31438179

Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?

We explore the impact of data source on word representations for different NLP tasks in the clinical...

Aug 2019 31438230

Evaluation of the Fast Healthcare Interoperability Resources (FHIR) Standard for Representation of Knowledge Bases Encoded in the Arden Syntax.

CONTEXT: Arden Syntax is a standard that encodes knowledge as Medical Logic Modules (MLMs) but lacks...

Aug 2019 31438296

Relationship Between Very Cold Outside Weather and Surgical Outcome: Integrating Shallow and Deep Artificial Neural Nets.

Patients' hospital length of stay (LOS) as a surgical outcome is important indicator of quality of c...

Aug 2019 31438342

Assessment of Critical Feeding Tube Malpositions on Radiographs Using Deep Learning.

Assess the efficacy of deep convolutional neural networks (DCNNs) in detection of critical enteric f...

Aug 2019 31073816

Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records.

OBJECTIVE: Geriatric syndromes such as functional disability and lack of social support are often no...

Aug 2019 31265063

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.

OBJECTIVE: We aimed to address deficiencies in structured electronic health record (EHR) data for ra...

Aug 2019 31329882

Open Source Infrastructure for Health Care Data Integration and Machine Learning Analyses.

PURPOSE: We have created a cloud-based machine learning system (CLOBNET) that is an open-source, lea...

Aug 2019 31454273

An investigation of single-domain and multidomain medication and adverse drug event relation extraction from electronic health record notes using advanced deep learning models.

OBJECTIVE: We aim to evaluate the effectiveness of advanced deep learning models (eg, capsule networ...

Jul 2019 30938761

Outlier Detection in Health Record Free-Text using Deep Learning.

In recent years, machine learning approaches have been successfully applied to analysis of patient s...

Jul 2019 31945959

Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks.

Applying machine learning (ML) methods on electronic health records (EHRs) that accurately predict t...

Jul 2019 31946393

Practice Management