Practice Management

Information Technology

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

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Showing 2059-2079 of 4,576 articles
Hypergraph-Based Doubly Robust Estimation for Causal Inference of Drug Combination Effects in Heart Failure Treatment

Disease management for heart failure with preserved ejection fraction (HFpEF) requires understanding...

Comparison of local large language models for extraction of signs and symptoms data from electronic health records

Electronic health records (EHRs) provide a large source of data that can be used for research purpos...

Temporal deep learning with clinically engineered biomarkers for the early prediction of type 2 diabetes

Diabetes mellitus remains a major global health burden, causing an estimated 3.4 million deaths in 2...

Ocrelizumab versus Natalizumab in Relapsing-Remitting Multiple Sclerosis: A Registry-Linked Electronic Health Records Study

Ocrelizumab and natalizumab are commonly prescribed high-effectiveness disease-modifying therapies (...

Implementation of an Opioid Use Disorder (OUD) Machine-Learning Phenotype in Real-Time for the ADAPT Project

Develop and deploy a real-time, EHR-integrated machine learning phenotype to identify emergency depa...

Classifying polyneuropathy and myopathy patients on Electronic Health Records

Rare neuromuscular diseases such as polyneuropathy (PN) and myopathy (MY) often share symptomatic ch...

CLIN-SUMM: Temporal Summarization of Longitudinal Clinical Notes

Electronic health records (EHRs) contain years of longitudinal clinical notes that capture evolving ...

Automated Risk Assessment of Amputation in Patients with Peripheral Artery Disease

Peripheral artery disease (PAD) affects over eight million Americans and is a leading cause of non-t...

The Vertebrate Breed Ontology: Toward Effective Breed Data Standardization.

BACKGROUND: Limited universally-adopted data standards in veterinary medicine hinder data interopera...

Jan 2025 40413720
Early prediction of colorectal adenoma risk: leveraging large-language model for clinical electronic medical record data.

OBJECTIVE: To develop a non-invasive, radiation-free model for early colorectal adenoma prediction u...

Jan 2025 40444092
Telemedicine in China: Effective indicators of telemedicine platforms for promoting health and well-being among healthcare consumers.

OBJECTIVE: Telemedicine platforms played a crucial role during the COVID-19 pandemic, alleviating is...

Jan 2025 40351848
Research on APT groups malware classification based on TCN-GAN.

Advanced Persistent Threat (APT) malware attacks, characterized by their stealth, persistence, and h...

Jan 2025 40493540
Advancing malware imagery classification with explainable deep learning: A state-of-the-art approach using SHAP, LIME and Grad-CAM.

Artificial Intelligence (AI) is being integrated into increasingly more domains of everyday activiti...

Jan 2025 40435333
Cyber security Enhancements with reinforcement learning: A zero-day vulnerabilityu identification perspective.

A zero-day vulnerability is a critical security weakness of software or hardware that has not yet be...

Jan 2025 40424227
Reducing diagnostic delays in acute hepatic porphyria using health records data and machine learning.

BACKGROUND: Acute hepatic porphyria (AHP) is a group of rare but treatable conditions associated wit...

Jan 2025 38946554
Mini-mental status examination phenotyping for Alzheimer's disease patients using both structured and narrative electronic health record features.

OBJECTIVE: This study aims to automate the prediction of Mini-Mental State Examination (MMSE) scores...

Jan 2025 39520712
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