Practice Management

Information Technology

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

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A Scalable Method for Validated Data Extraction from Electronic Health Records with Large Language Models

Extracting and structuring relevant clinical information from electronic health records (EHRs) remai...

Identifying and Forecasting Importation and Asymptomatic Spreaders of Multi-drug Resistant Organisms in Hospital Settings

Healthcare-associated infections (HAIs) from multi-drug resistant organisms (MDROs) pose a signif-ic...

Life Events Extraction From Healthcare Notes for Veteran Acute Suicide Prediction

Predictive models of suicide risk have focused on predictors extracted from structured data found in...

The role of artificial intelligence in the application of the integrated electronic health records and patient-generated health data

This scoping review aims to identify and understand the role of artificial intelligence in the appli...

Identifying clusters of people with Multiple Long-Term Conditions using Large Language Models: a population-based study

Identifying clusters of people with similar patterns of Multiple Long-Term Conditions (MLTC) could h...

Large language models improve transferability of electronic health record-based predictions across countries and coding systems

Variation in medical practices and reporting standards across healthcare systems limits the transfer...

InfEHR: Resolving Clinical Uncertainty through Deep Geometric Learning on Electronic Health Records

Electronic health records (EHRs) contain multimodal data that can inform diagnostic and prognostic c...

AcuKG: a comprehensive knowledge graph for medical acupuncture

This study constructs an acupuncture knowledge graph (AcuKG) to systematically organize and represen...

Knowledge-Driven Online Multimodal Automated Phenotyping System

Though electronic health record (EHR) systems are a rich repository of clinical information with lar...

Transport-based transfer learning on Electronic Health Records: Application to detection of treatment disparities

Electronic Health Records (EHRs) sampled from different populations can introduce unwanted bi-ases, ...

Artificial Intelligence algorithm for real-time detection and counting of Trypanosoma cruzi parasites using smartphone microscopy

Chagas disease affects 6–7 million people worldwide and causes approximately 12,000 deaths annually....

Open-source computational pipeline automatically flags instances of acute respiratory distress syndrome from electronic health records

Physicians, particularly intensivists, face information overload and decision fatigue, underscoring ...

Revolutionizing COPD and Asthma Management with Artificial Intelligence

The integration of artificial intelligence (AI) into the management of chronic obstructive pulmonary...

Leveraging Unstructured Data in Electronic Health Records to Detect Adverse Events from Pediatric Drug Use - A Scoping Review

Adverse drug events (ADEs) in pediatric populations pose significant public health challenges, yet r...

Biomedical Text Normalization through Generative Modeling

Around 80% of electronic health record (EHR) data consists of unstructured medical language text. Th...

Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients

Implementing machine learning models to identify clinical deterioration on the wards is associated w...

Development and validation of a personalised antipsychotic selection tool for first-line treatment in severe mental illness

Guidance is lacking on choice of first-line antipsychotic for individuals with incident severe menta...

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