Practice Management

Latest AI and machine learning research in practice management for healthcare professionals.

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Automated phenotyping of ophthalmologic diseases from routine medical records using small language models and the human phenotype ontology (HPO).

Automated phenotyping in ophthalmology requires accurate standardization of clinical terms to facilitate interoperability and research. This study evaluates the suitability of the human phenotype ontology (HPO) for automated extraction of ophthalmic phenotypes from narrative documentation. We developed a locally operated AI pipeline combining text segmentation and negation detection based on a sma...

May 9 2026 42103891

Understanding Mortality Data: A Step-by-Step Guide to CDC WONDER, Joinpoint Analysis, and Forecasting Models.

BACKGROUND: The use of mortality data in public health research has surged with the rise of open-access databases such as CDC WONDER. However, caution is needed when defining the relationship between ICD codes and when transitioning from older to newer versions of the data. This review provides a practical, step-by-step guide to using the CDC WONDER mortality database. METHODS: We outline key func...

May 8 2026 42104049
Early prediction of in-hospital mortality in ICU patients with heart failure using an interpretable machine learning model: a retrospective study based on MIMIC-IV.

BACKGROUND: Heart failure (HF) remains a major cause of morbidity and mortality worldwide, and acute decompensation frequently necessitates intensive ...

May 7 2026 42098623
Detecting Patterns of Intimate Partner Violence Using Qualitative Analyses and Machine Learning Algorithms.

Intimate partner violence (IPV) survivors increasingly use social media platforms to share their experiences and to seek help and support for their IP...

May 6 2026 42090062
Design and Evaluation of a Faculty Development Workshop Series on Integrating Generative Artificial Intelligence in Medical Education: Mixed Methods Pilot Study.

BACKGROUND: Generative artificial intelligence (GenAI) tools are being increasingly applied to teaching and learning in medical education creating bot...

May 6 2026 42090298
Non-small Cell Lung Cancer in Metastatic Renal Cell Carcinoma Patients.

INTRODUCTION: Renal cell carcinoma (RCC) most commonly metastasizes to the lungs and shares risk factors with lung cancer. However, primary lung cance...

May 5 2026 42275697
Medical Knowledge-Driven Contrastive Learning for Similar Patient Retrieval.

Similar patient retrieval is a fundamental task in medical informatics, aiming to identify patients with similar clinical characteristics to assist in...

May 5 2026 42085409
Getting ahead of sudden cardiac arrest in pediatric hypertrophic cardiomyopathy patients.

INTRODUCTION: Sudden cardiac arrest (SCA) remains one of the most devastating complications of pediatric hypertrophic cardiomyopathy (HCM). Despite ma...

May 4 2026 42077049
Alpha phase coding supports feature binding during working memory maintenance.

The ability to successfully retain and manipulate information in working memory (WM) requires that objects' individual features are bound into cohesiv...

May 4 2026 42082670
The Influencing Factors of Medical Postgraduates' Usage Intention Toward Artificial Intelligence-Generated Content Tools in Academic Research: Qualitative Analysis.

BACKGROUND: The integration of artificial intelligence-generated content (AIGC) tools into academic research offers transformative potential for enhan...

May 1 2026 42065502
Recent Advances in Generative AI for Healthcare Applications.

Artificial intelligence (AI) has catalyzed revolutionary changes across various sectors, notably in healthcare. In particular, generative AI-led by di...

May 1 2026 42067728
Clinical Significance of Biomarkers in Oropharyngeal Squamous Cell Carcinoma: Recurrence Prediction and Treatment Response.

BACKGROUND: Oropharyngeal squamous cell carcinoma (OPSCC) accounts for a substantial proportion of head and neck cancers, with a rising incidence larg...

May 1 2026 42048145
Machine learning method for the prediction of Bedaquiline-resistant Mycobacterium tuberculosis.

The study addresses the increasing resistance to the FDA-approved drug Bedaquiline (BDQ) in Mycobacterium tuberculosis (MTB). The absence of any defin...

Apr 30 2026 42061986
Human-AI collaboration in clinical reasoning: a UK replication and interaction analysis.

OBJECTIVES: A paper from Goh et al. found that a large language model (LLM) working alone outperformed American clinicians assisted by the same LLM in...

Apr 29 2026 42053372
Prevalence and potential risk factors of short birth interval among reproductive-aged women in Bangladesh: a population-based cross-sectional study.

BACKGROUND: Short birth interval is an important reproductive health concern in low- and middle-income countries, including Bangladesh, as it may have...

Apr 29 2026 42055603
Mapping functional non-coding variation in individual human genomes through haplotyping, multiomics, and deep learning.

Most genetic variants in the human genome reside in non-coding regions, where they can perturb regulatory element activity to influence gene expressio...

Apr 29 2026 42056104
Fast 3D dynamic visualization of porcine spermatozoa by using high-resolution wavefront coding light sheet microscopy and machine learning.

We present a wavefront coding (WFC) based decoupled illumination-detection light sheet fluorescence microscopy (DID-LSFM) system that integrates machi...

Apr 29 2026 42056271
Evaluation of an AI-Driven Risk Stratification System for Clinical Deterioration in Geriatric Hip Fracture Patients.

OBJECTIVES: To determine whether an artificial-intelligence-driven Clinical Deterioration Index (CDI) could identify geriatric hip-fracture patients a...

Apr 28 2026 42047503
Concordance Analysis Between KDIGO Definition of Acute Kidney Injury and Its Coding in Clinical Practice.

RATIONALE & OBJECTIVE: Acute kidney injury (AKI) in research is typically identified using KDIGO criteria based on changes in serum creatinine (SCr) l...

Apr 27 2026 42232825
AI-accelerated meta-analysis in psychology: Large language models code study properties with high accuracy.

Theoretically driven meta-analyses often involve testing whether study characteristics moderate an effect in a pattern that supports one of multiple c...

Apr 27 2026 42045772
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