Practice Management

Information Technology

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

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Showing 2416-2436 of 4,576 articles
MedEx/J: A One-Scan Simple and Fast NLP Tool for Japanese Clinical Texts.

Because of recent replacement of physical documents with electronic medical records (EMR), the impor...

Jan 2017 29295100
Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic.

Opioid dependence and overdose is on the rise. One indicator is the increasing trends of prescriptio...

Jan 2017 29295165
Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks.

In healthcare, applying deep learning models to electronic health records (EHRs) has drawn considera...

Jan 2017 29295362
Bringing Knowledge to Users in One Click: Infobuttons in the Problem List of an EHR.

The infobuttons allows the solving of information needs. In our study, the use of Infobuttons is des...

Jan 2017 29295368
A Semi-Automatic Framework to Identify Abnormal States in EHR Narratives.

Disease ontology, defined as a causal chain of abnormal states, is believed to be a valuable knowled...

Jan 2017 29295232
Concept Embedding for Relevance Detection of Search Queries Regarding CHOP.

Automatic encoding of diagnosis and procedures can increase the interoperability and efficacy of the...

Jan 2017 29295345
Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques.

Identifying important predicative indicators for prognosis is useful since these factors help for un...

Jan 2017 29295365
On Interestingness Measures for Mining Statistically Significant and Novel Clinical Associations from EMRs.

Association rule mining has received significant attention from both the data mining and machine lea...

Oct 2016 28736771
Application of semi-supervised deep learning to lung sound analysis.

The analysis of lung sounds, collected through auscultation, is a fundamental component of pulmonary...

Aug 2016 28324938
The effects of deep network topology on mortality prediction.

Deep learning has achieved remarkable results in the areas of computer vision, speech recognition, n...

Aug 2016 28268855
[Short Text Classification of EMR Based on Entities and Dependency Parser].

Nowadays, text classification and text mining of Electronic Medical Record (EMR) have become the bas...

Jan 2016 29775515
Clinical Knowledgebase Integration of Nursing Terminology.

Medicomp Point of Care Clinical Knowledgebase, MEDCIN is designed to support integrated care documen...

Jan 2016 27332374
The prevalence of problem opioid use in patients receiving chronic opioid therapy: computer-assisted review of electronic health record clinical notes.

To estimate the prevalence of problem opioid use, we used natural language processing (NLP) techniqu...

Jul 2015 25760471
A clinical perspective on the relevance of research domain criteria in electronic health records.

OBJECTIVE: The limitations of the DSM nosology for capturing dimensionality and overlap in psychiatr...

Apr 2015 25827030
Knowledge-Based Personal Health System to empower outpatients of diabetes mellitus by means of P4 Medicine.

Diabetes Mellitus (DM) affects hundreds of millions of people worldwide and it imposes a large econo...

Jan 2015 25417090
Toward a patient safety upper level ontology.

Patient Safety (PS) standardization is the key to improve interoperability and expand international ...

Jan 2015 25991122
Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics.

Electronic Health Records (EHRs) contain a wealth of information about an individual patient's diagn...

Jan 2015 25991168
An ontology for healthcare quality indicators: challenges for semantic interoperability.

Semantic interoperability, a popular research area for electronic health records, can also be a chal...

Jan 2015 25991177
Development of Knowledge Profiles for International eHealth eLearning Courses.

Professionals working in the multidisciplinary field of eHealth vary in their educational background...

Jan 2015 25991209
Textual analysis of collaboration notes of the telemedical heart failure network HerzMobil Tirol.

UNLABELLED: Management of heart failure is usually multidisciplinary and collaboration between stake...

Jan 2015 26063258
Automatic Detection of Skin and Subcutaneous Tissue Infections from Primary Care Electronic Medical Records.

INTRODUCTION: Skin and subcutaneous tissue infections (SSTI) are common conditions that cause avoida...

Jan 2015 26210421
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