Practice Management

Information Technology

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

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Showing 1912-1932 of 4,576 articles
Representation Learning of Lab Values via Masked AutoEncoder

Accurate imputation of missing laboratory values in electronic health records (EHRs) is critical t...

iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings

Current methods for searching brain MR images rely on text-based approaches, highlighting a signif...

Implications of Artificial Intelligence on Health Data Privacy and Confidentiality

The rapid integration of artificial intelligence (AI) in healthcare is revolutionizing medical dia...

Integrating explainable AI with multiomics systems biology and EHR data mining for personalized drug repurposing in Alzheimer’s disease

Alzheimer’s disease (AD) is characterized by region- and patient-specific molecular heterogeneity, w...

ChatMDV: Democratising Bioinformatics Analysis Using Large Language Models

The rapid advancement in single-cell, spatial omics, imaging, and genomic technologies requires robu...

Improving polygenic risk prediction performance through integrating electronic health records by phenotype embedding

Large-scale biobanks provide comprehensive electronic health records (EHRs) that capture detailed cl...

Advancing FAIR Data Management through AI-Assisted Curation of Morphological Data Matrices

Curation of biological and paleontological datasets is a labor-intensive process that requires stand...

Integrating Genomics into Multimodal EHR Foundation Models

This paper introduces an innovative Electronic Health Record (EHR) foundation model that integrates ...

Systematic Survey of Public Datasets for Behavioral Research in Invertebrate Models: Toward FAIR and Standardized Data Sharing

Behavioral datasets for invertebrate model organisms are rapidly expanding alongside automated imagi...

Electronic Health Record-Based Prediction Models to Inform Decisions about HIV Pre-exposure Prophylaxis: A Systematic Review

Several clinical prediction models have been developed using electronic health records data to help ...

Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network

Electronic health record (EHR) data are a rich and invaluable source of real-world clinical informat...

Introducing and Evaluating the Patient Report Template for AI-Powered Nursing Handoffs

This study evaluates the effectiveness of the Patient Report Template (PRT) in addressing inefficien...

Large Language Models Struggle to Encode Medical Concepts — A Multilingual Benchmarking and Comparative Analysis

Interoperability in health information systems is crucial for accurate data exchange across environm...

A deep learning model for clinical outcome prediction using longitudinal inpatient electronic health records

Recent advances in deep learning show significant potential in analyzing continuous monitoring elect...

Deep representation learning for clustering longitudinal survival data from electronic health records

Precision medicine requires accurate identification of clinically relevant patient subgroups. Electr...

Profiling and Predicting Faculty Assessment Behavior in Surgical Education

To study and profile the digital assessment behaviors of surgical faculty and residents, and to buil...

Phenotyping Adolescent Endometriosis: Characterizing Symptom Heterogeneity Through Note- and Patient-Level Clustering

Pelvic pain (dysmenorrhea and non-menstrual) is the most common presentation of adolescent endometri...

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