Practice Management

Information Technology

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

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Showing 2143-2163 of 4,576 articles
Payments Use Cases and Design Options for Interoperability and Funds Locking across Digital Pounds and Commercial Bank Money

Central banks are actively exploring retail central bank digital currencies (CBDCs), with the Bank...

SoK: Security and Privacy Risks of Healthcare AI

The integration of artificial intelligence (AI) and machine learning (ML) into healthcare systems ...

Clinical risk prediction using language models: benefits and considerations.

OBJECTIVE: The use of electronic health records (EHRs) for clinical risk prediction is on the rise. ...

Sep 2024 38412328
Evaluation of GPT-4 ability to identify and generate patient instructions for actionable incidental radiology findings.

OBJECTIVES: To evaluate the proficiency of a HIPAA-compliant version of GPT-4 in identifying actiona...

Sep 2024 38778578
Branch-and-cut algorithms for colorful components problems

We tackle three optimization problems in which a colored graph, where each node is assigned a colo...

Knowledge Base Prototype Creating with Using Interdisciplinary Metathesaurus.

This article presents our experience in development an ontological model can be used in clinical dec...

Aug 2024 39176485
Harnessing the Power of Machine Learning and Electronic Health Records to Support Child Abuse and Neglect Identification in Emergency Department Settings.

Emergency departments (EDs) are pivotal in detecting child abuse and neglect, but this task is often...

Aug 2024 39176527
Active Learning Pipeline to Identify Candidate Terms for a CDSS Ontology.

Ontology is essential for achieving health information and information technology application intero...

Aug 2024 39176629
How Interoperability Can Enable Artificial Intelligence in Clinical Applications.

This paper explores the critical role of Interoperability (IOP) in the integration of Artificial Int...

Aug 2024 39176813
Secure Extraction of Personal Information from EHR by Federated Machine Learning.

Secure extraction of Personally Identifiable Information (PII) from Electronic Health Records (EHRs)...

Aug 2024 39176816
A Concept for Integrating AI-Based Support Systems into Clinical Practice.

The integration of artificial intelligence (AI) algorithms into clinical practice holds immense pote...

Aug 2024 39176823
SemOntoMap: A Hybrid Approach for Semantic Annotation of Clinical Texts.

This study addresses the challenge of leveraging free-text descriptions in Electronic Health Records...

Aug 2024 39176849
Unlocking the Potential of Free Text in Electronic Health Records with Large Language Models (LLM): Enhancing Patient Safety and Consultation Interactions.

Computer-mediated clinical consultation, involving clinicians, electronic health record (EHR) system...

Aug 2024 39176902
From EHR to Machine Learning: A Preliminary Report on an Ingestion Pipeline Based on JSON-LD.

In this paper, we present the preliminary experiments for the development of an ingestion mechanism ...

Aug 2024 39176917
Design of a Digital Twin of the Heart for the Management of Heart Failure Patients.

Heart failure poses a significant global health burden with high prevalence and mortality rates. A p...

Aug 2024 39176932
A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease.

Electronic Health Records (EHRs) contain a wealth of unstructured patient data, making it challengin...

Aug 2024 39176940
Evaluation of Machine Learning Algorithms for Pressure Injury Risk Assessment in a Hospital with Limited IT Resources.

Clinical decision support systems for Nursing Process (NP-CDSSs) help resolve a critical challenge i...

Aug 2024 39176967
In-Memory Computing Architecture for Efficient Hardware Security

This paper presents an innovative approach utilizing in-memory computing (IMC) for the development...

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory

Privacy research has attracted wide attention as individuals worry that their private data can be ...

Extending Network Intrusion Detection with Enhanced Particle Swarm Optimization Techniques

The present research investigates how to improve Network Intrusion Detection Systems (NIDS) by com...

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