Practice Management

Information Technology

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

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Showing 1408-1428 of 4,571 articles
Defining and characterizing the critical transition state prior to the type 2 diabetes disease.

BACKGROUND: Type 2 diabetes mellitus (T2DM), with increased risk of serious long-term complications,...

Jul 2017 28686739
Detecting clinically relevant new information in clinical notes across specialties and settings.

BACKGROUND: Automated methods for identifying clinically relevant new versus redundant information i...

Jul 2017 28699564
Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization.

With the widespread adoption of e-Healthcare and telemedicine applications, accurate, intelligent di...

Jul 2017 29065626
Automated Critical Test Findings Identification and Online Notification System Using Artificial Intelligence in Imaging.

Purpose To evaluate the performance of an artificial intelligence (AI) tool using a deep learning al...

Jul 2017 28678669
NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendation.

BACKGROUND: Ontologies and controlled terminologies have become increasingly important in biomedical...

Jun 2017 28592275
Automated problem list generation and physicians perspective from a pilot study.

OBJECTIVE: An accurate, comprehensive and up-to-date problem list can help clinicians provide patien...

Jun 2017 28750905
A new near-lossless EEG compression method using ANN-based reconstruction technique.

Compression algorithm is an essential part of Telemedicine systems, to store and transmit large amou...

May 2017 28558318
Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks.

Purpose To evaluate the efficacy of deep convolutional neural networks (DCNNs) for detecting tubercu...

Apr 2017 28436741
EHR-based phenotyping: Bulk learning and evaluation.

In data-driven phenotyping, a core computational task is to identify medical concepts and their vari...

Apr 2017 28410982
The hospital of tomorrow in 10 points.

Technology has advanced rapidly in recent years and is continuing to do so, with associated changes ...

Apr 2017 28395658
Unsupervised ensemble ranking of terms in electronic health record notes based on their importance to patients.

BACKGROUND: Allowing patients to access their own electronic health record (EHR) notes through onlin...

Mar 2017 28267590
Prediction of Adverse Events in Patients Undergoing Major Cardiovascular Procedures.

Electronic health records (EHR) provide opportunities to leverage vast arrays of data to help preven...

Mar 2017 28287993
Early recognition of multiple sclerosis using natural language processing of the electronic health record.

BACKGROUND: Diagnostic accuracy might be improved by algorithms that searched patients' clinical not...

Feb 2017 28241760
A study of EMR-based medical knowledge network and its applications.

BACKGROUND AND OBJECTIVE: Electronic medical records (EMRs) contain an amount of medical knowledge w...

Feb 2017 28391811
Interpretable Deep Models for ICU Outcome Prediction.

Exponential surge in health care data, such as longitudinal data from electronic health records (EHR...

Feb 2017 28269832
Knowledge as a Service at the Point of Care.

An electronic health record (EHR) can assist the delivery of high-quality patient care, in part by p...

Feb 2017 28269911
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes.

Natural Language Processing (NLP) is essential for concept extraction from narrative text in electro...

Feb 2017 28269947
Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.

Manual Chart Review (MCR) is an important but labor-intensive task for clinical research and quality...

Feb 2017 28269941
Reliability of Robotic Telemedicine for Assessing Critically Ill Patients with the Full Outline of UnResponsiveness Score and Glasgow Coma Scale.

PURPOSE: Telemedicine is increasingly utilized in the evaluation of critically ill patients, includi...

Jan 2017 28085631
Effectiveness of Electroconvulsive Therapy Augmentation on Clozapine-Resistant Schizophrenia.

OBJECTIVE: This retrospective case series study of the effectiveness of electroconvulsive therapy (E...

Dec 2016 28096876
Developing the Quantitative Histopathology Image Ontology (QHIO): A case study using the hot spot detection problem.

Interoperability across data sets is a key challenge for quantitative histopathological imaging. The...

Dec 2016 28003147
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