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Information Technology

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

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Showing 1723-1743 of 4,576 articles
Clustering Event Trajectories with Machine Learning: An Approach for Electronic Healthcare Records.

Multimorbidity is increasingly prevalent as the population ages and individuals with multiple long-t...

May 2025 40380381
Towards the Common Data Model for an Intensive Medicine Data Space in Europe.

This work aims to identify the Key Research Areas for building and deploying the semantic interopera...

May 2025 40380503
Overview of Master's Theses in Medical Informatics in Portugal: An 18-Year Synthesis.

This study analyzes 159 master's theses in Medical Informatics from the University of Porto, spannin...

May 2025 40380661
Towards Semantic Interoperability Health Standardization Recommendation Tool.

The European Rolling Plan for ICT Standardization outlines activities that connect EU policies to st...

May 2025 40380667
Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation.

Mechanical ventilation is crucial for critically ill patients in ICUs, requiring accurate weaning an...

May 2025 40380528
Comparative Analysis of ChatGPT-4 for Automated Mapping of Local Medical Terminologies to SNOMED CT.

Standardizing medical terminology is critical for healthcare informatics, particularly for improving...

May 2025 40380580
Smoking Status Normalization with Cross-Encoders and SNOMED CT.

Accurately documenting smoking status is essential for clinical decision-making and patient care. Ho...

May 2025 40380581
Applying AI to Support Categorization of Heterogeneous Epidemiological Datasets.

The significance of Findable, Accessible, Interoperable, and Reusable (FAIR) data is increasing, par...

May 2025 40380587
Adopting Ontologies: Sustainable Research Reusing the Biomedical Resource Ontology.

The FAIR principles have been adopted across scientific disciplines to promote sustainable use of da...

May 2025 40380755
Cybersecurity threat detection based on a UEBA framework using Deep Autoencoders

User and Entity Behaviour Analytics (UEBA) is a broad branch of data analytics that attempts to bu...

Automated Detection of Clinical Entities in Lung and Breast Cancer Reports Using NLP Techniques

Research projects, including those focused on cancer, rely on the manual extraction of information...

Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care.

The integration of large language models (LLMs) into health care offers tremendous opportunities to...

May 2025 40366259
LLMonFHIR: A Physician-Validated, Large Language Model-Based Mobile Application for Querying Patient Electronic Health Data.

BACKGROUND: To improve healthcare quality and empower patients, federal legislation requires nationw...

May 2025 40373519
Exploring the Challenges and Opportunities of Implementing artificial intelligence in healthcare settings in Nepal: A literature review.

Artificial intelligence (AI) has shown effectiveness in various industries, particularly within heal...

May 2025 39212021
Identifying Symptom Information in Clinical Notes Using Natural Language Processing.

BACKGROUND: Symptoms are a core concept of nursing interest. Large-scale secondary data reuse of not...

May 2025 33196504
Dynamical Label Augmentation and Calibration for Noisy Electronic Health Records

Medical research, particularly in predicting patient outcomes, heavily relies on medical time seri...

KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification

The increasing volume of healthcare textual data requires computationally efficient, yet highly ac...

Identification of predictive subphenotypes for clinical outcomes using real world data and machine learning.

Predicting treatment response is an important problem in real-world applications, where the heteroge...

May 2025 40355420
The march to harmonized imaging standards for retinal imaging.

The adoption of standardized imaging protocols in retinal imaging is critical to overcoming challeng...

May 2025 40360070
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks

Irregular temporal data, characterized by varying recording frequencies, differing observation dur...

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