Practice Management

Information Technology

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

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When Medical Devices Have a Mind of Their Own: The Challenges of Regulating Artificial Intelligence.

How can an agency like the U.S. Food & Drug Administration ("FDA") effectively regulate software tha...

Dec 2021 35297753
New Method for Surgical Diagnostics - a Robotic Telemedical Approach.

Apart from the tremendous increase in the demand for telemedicine during the COVID-19 pandemic, the ...

Nov 2021 34816418
Automated Modeling of Clinical Narrative with High Definition Natural Language Processing Using Solor and Analysis Normal Form.

OBJECTIVE: One important concept in informatics is data which meets the principles of Findability, A...

Nov 2021 34795088
Assessing Resolvability and Consistency in OBO Foundry Ontologies: Pilot Study.

Ontologies listed in the OBO Foundry are often regarded as reliable choices to be reused but ontolog...

Nov 2021 34795091
CellProfiler Analyst 3.0: accessible data exploration and machine learning for image analysis.

SUMMARY: Image-based experiments can yield many thousands of individual measurements describing each...

Nov 2021 34478488
OBO Foundry in 2021: operationalizing open data principles to evaluate ontologies.

Biological ontologies are used to organize, curate and interpret the vast quantities of data arising...

Oct 2021 34697637
Machine learning approaches improve risk stratification for secondary cardiovascular disease prevention in multiethnic patients.

OBJECTIVES: Identifying high-risk patients is crucial for effective cardiovascular disease (CVD) pre...

Oct 2021 34667093
Assessment of Automating Safety Surveillance From Electronic Health Records: Analysis for the Quality and Safety Review System.

BACKGROUND AND OBJECTIVES: In an effort to improve and standardize the collection of adverse event d...

Sep 2021 28671914
Early Detection of Pancreatic Cancer: Applying Artificial Intelligence to Electronic Health Records.

The potential of artificial intelligence (AI) applied to clinical data from electronic health record...

Aug 2021 34629446
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions.

The widespread availability of high-dimensional electronic healthcare record (EHR) datasets has led ...

Aug 2021 35425906
Privacy-protecting, reliable response data discovery using COVID-19 patient observations.

OBJECTIVE: To utilize, in an individual and institutional privacy-preserving manner, electronic heal...

Jul 2021 34051088
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.

OBJECTIVE: The characteristics of clinician activities while interacting with electronic health reco...

Jun 2021 33576432
Predicting ventilator-associated pneumonia with machine learning.

Ventilator-associated pneumonia (VAP) is the most common and fatal nosocomial infection in intensive...

Jun 2021 34115013
A Convolutional Neural Network for Improved Anomaly-Based Network Intrusion Detection.

Cybersecurity protects and recovers computer systems and networks from cyber attacks. The importance...

Jun 2021 34138657
A Deep Learning Framework for Automated ICD-10 Coding.

The International Statistical Classification of Diseases and Related Health Problems (ICD) is one of...

May 2021 34042763
Consolidated EHR Workflow for Endoscopy Quality Reporting.

Although colonoscopy is the most frequently performed endoscopic procedure, the lack of standardized...

May 2021 34042779
Automated NLP Extraction of Clinical Rationale for Treatment Discontinuation in Breast Cancer.

PURPOSE: Key oncology end points are not routinely encoded into electronic medical records (EMRs). W...

May 2021 33989016
Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.

OBJECTIVE: Identifying pseudogout in large data sets is difficult due to its episodic nature and a l...

Mar 2021 31910317
Generative transfer learning for measuring plausibility of EHR diagnosis records.

OBJECTIVE: Due to a complex set of processes involved with the recording of health information in th...

Mar 2021 33043366
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