AIMC Topic: Electronic Health Records

Clear Filters Showing 1 to 10 of 2456 articles

Development of an electronic health record-based Human Immunodeficiency Virus (HIV) risk prediction model for women, incorporating social determinants of health.

BMC public health Jul 2, 2025
BACKGROUND: Human Immunodeficiency Virus (HIV) pre-exposure prophylaxis (PrEP) prevents HIV transmission but has low uptake among women. Identifying women who could benefit from PrEP remains a challenge. This study developed a women-specific model to...
Pre-Exposure Prophylaxis Southeastern United States Case-Control Studies HIV Infections Social Determinants of Health Humans Machine Learning Electronic Health Records Middle Aged Risk Assessment Female Adult
View on PubMed DOI

False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions.

Scientific reports Jul 2, 2025
As collaborative Machine Learning on cross-institutional, fully distributed networks become an important tool in predictive health modeling, its inherent security risks must be addressed. One among such risks is the lack of a mitigation strategy agai...
Humans ROC Curve False Positive Reactions Computer Security Federated Learning Machine Learning Algorithms Electronic Health Records
View on PubMed DOI

Using graph machine learning to identify functioning in patients with low back pain in terms of ICF.

Scientific reports Jul 2, 2025
As a comprehensive perspective on functioning is useful in patient assessments, the WHO developed the International Classification of Functioning, Disability, and Health (ICF) to provide a standardized terminology and framework for describing and cla...
Young Adult Adult Male Electronic Health Records Female Aged Humans Machine Learning Middle Aged International Classification of Functioning, Disability and Health Low Back Pain Adolescent Finland Disability Evaluation
View on PubMed DOI

Deep learning for occupation recognition and knowledge discovery in rheumatology clinical notes.

Scientific reports Jul 1, 2025
Occupational data is a crucial social determinant of health, influencing diagnostic accuracy, treatment strategies, and policy-making in healthcare. However, its inclusion in electronic health records (EHR) is often relegated to unstructured fields. ...
Deep Learning Occupations Adult Humans Rheumatic Diseases Electronic Health Records Rheumatology Male Female Middle Aged
View on PubMed DOI

GenAI exceeds clinical experts in predicting acute kidney injury following paediatric cardiopulmonary bypass.

Scientific reports Jul 1, 2025
The emergence of large language models (LLMs) opens new horizons to leverage, often unused, information in clinical text. Our study aims to capitalise on this new potential. Specifically, we examine the utility of text embeddings generated by LLMs in...
Infant Child, Preschool Child Female Cardiopulmonary Bypass Humans Male Algorithms Postoperative Complications Acute Kidney Injury Electronic Health Records
View on PubMed DOI

A textual dataset of de-identified health records in Spanish and Catalan for medical entity recognition and anonymization.

Scientific data Jul 1, 2025
The advancement of clinical natural language processing systems is crucial to exploit the wealth of textual data contained in medical records. Diverse data sources are required in different languages and from different sites to represent global healt...
Humans COVID-19 Electronic Health Records Data Anonymization SARS-CoV-2 Spain Natural Language Processing Medical Records
View on PubMed DOI

Predictive model of ulcerative colitis syndrome with ensemble learning and interpretability methods.

Scientific reports Jul 1, 2025
In recent years, the prevalence of chronic diseases such as Ulcerative Colitis (UC) has increased, bringing a heavy burden to healthcare systems. Traditional Chinese Medicine (TCM) stands out for its cost-effective and efficient treatment modalities,...
Medicine, Chinese Traditional Colitis, Ulcerative Ensemble Learning Humans Machine Learning Male Prognosis Electronic Health Records Deep Learning Female
View on PubMed DOI

A machine learning model using clinical notes to identify physician fatigue.

Nature communications Jul 1, 2025
Clinical notes should capture important information from a physician-patient encounter, but they may also contain signals indicative of physician fatigue. Using data from 129,228 emergency department (ED) visits, we train a model to identify notes wr...
Electronic Health Records Female Male Emergency Service, Hospital Workload Humans Fatigue Machine Learning Physicians
View on PubMed DOI

Harnessing AI for Improved Diagnosis and Management of Pediatric Sepsis: Current Advances, Challenges, and Future Directions.

Pediatric emergency care Jul 1, 2025
Artificial intelligence (AI) has been applied to early recognition and management of rapidly progressive, community-acquired pediatric sepsis, a leading cause of childhood mortality. The broad adoption of electronic health records combined with rapid...
Electronic Health Records Humans Sepsis Artificial Intelligence Child Machine Learning
View on PubMed DOI

Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study.

PloS one Jul 1, 2025
BACKGROUND: Acute kidney injury (AKI) and acute kidney disease (AKD) are frequent complications of hospitalization, resulting in reduced outcomes and increased cost burden. However, these conditions are only sometimes recognized and promptly treated....
Retrospective Studies Acute Kidney Injury Electronic Health Records Humans Machine Learning Algorithms Adult Male Middle Aged Proof of Concept Study Female Hospitalization Aged
View on PubMed DOI
Popular Topics
Recent Journals