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Enabling Technologies in Community Health Centers: Overcoming Barriers to Address Social Determinants of Health in Care-Managed Patients
news健康の社会的決定要因care management

Enabling Technologies in Community Health Centers: Overcoming Barriers to Address Social Determinants of Health in Care-Managed Patients

By MedXY|Sep 17, 2026

This article examines how community health centers use electronic health record tools to address patients’ social needs through care management programs, identifying barriers and proposing targeted implementation strategies to enhance

Navigating Surgical Decisions in Patients with Dementia: Clinician Challenges and Insights
General Surgerycognitive impairmentcaregiver involvement

Navigating Surgical Decisions in Patients with Dementia: Clinician Challenges and Insights

By MedXY|Aug 22, 2026

This article explores the complex challenges clinicians face in surgical decision-making for patients with dementia, highlighting issues with dementia identification, caregiver roles, and the influence of dementia on surgical outcomes.

The Promises and Pitfalls of Real-time Benefit Tools in Primary Care: Insights from Clinician Experiences
Family Medicine & Nutritionprimary careElectronic Health Records

The Promises and Pitfalls of Real-time Benefit Tools in Primary Care: Insights from Clinician Experiences

By MedXY|Aug 17, 2026

This article explores primary care providers’ perspectives on real-time benefit tools (RTBTs) embedded in electronic health records, highlighting their potential for cost-conscious prescribing amidst challenges like incomplete data an

Risk-Guided Screening for Atrial Fibrillation Using Electronic Health Records
Cardiologyatrial fibrillationElectronic Health Records

Risk-Guided Screening for Atrial Fibrillation Using Electronic Health Records

By MedXY|Jul 30, 2026

A machine learning model using electronic health records effectively identifies patients at high risk of atrial fibrillation, enabling targeted screening and early diagnosis to prevent stroke.

Enhancing Preventive Screening Uptake: EHR Portal Messages Boost Mammography Rates
Diabetes & EndocrinologyElectronic Health RecordsMammography Screening

Enhancing Preventive Screening Uptake: EHR Portal Messages Boost Mammography Rates

By MedXY|Jul 2, 2026

Iterative redesign of electronic health record (EHR) portal reminders significantly improved mammography screening adherence in an outpatient setting, demonstrating the value of concise messages with scheduling links, while retinal and HbA1

Multicenter Validation Suggests MySurgeryRisk Can Accurately Predict Major Postoperative Complications and In-Hospital Mortality Across Diverse Hospitals
AIElectronic Health RecordsMySurgeryRisk

Multicenter Validation Suggests MySurgeryRisk Can Accurately Predict Major Postoperative Complications and In-Hospital Mortality Across Diverse Hospitals

By MedXY|Jun 10, 2026

In a 14-institution cohort of more than 508,000 operations, MySurgeryRisk maintained high discrimination for ICU admission, mechanical ventilation, acute kidney injury, and in-hospital mortality using routine electronic health record data.

New EHR-Based Model PRIME Achieves 0.75 AUC in Predicting Pancreatic Cancer Risk Across 11 Million Patients
Gastroenterologyearly detectionEHR

New EHR-Based Model PRIME Achieves 0.75 AUC in Predicting Pancreatic Cancer Risk Across 11 Million Patients

By MedXY|Apr 6, 2026

Researchers developed PRIME, a parsimonious risk stratification model for pancreatic ductal adenocarcinoma using electronic health record data. Validated across US health systems and the UK Biobank, PRIME retained 19 predictors and achieved

Behavioral Science-Integrated EHR Prompts Significantly Increase Deprescribing Rates for Older Adults: A Randomized Clinical Trial
Family Medicine & NutritiondeprescribingElectronic Health Records

Behavioral Science-Integrated EHR Prompts Significantly Increase Deprescribing Rates for Older Adults: A Randomized Clinical Trial

By MedXY|Jan 30, 2026

This randomized clinical trial demonstrates that EHR-based behavioral interventions, such as precommitment and boostering prompts, significantly improve deprescribing rates for potentially inappropriate medications in older adults, providin

Multicomponent Nudges Significantly Boost Influenza Vaccination Rates in Primary Care: Insights from the BE IMMUNE Trial
Internal Medicinebehavioral economicsElectronic Health Records

Multicomponent Nudges Significantly Boost Influenza Vaccination Rates in Primary Care: Insights from the BE IMMUNE Trial

By MedXY|Jan 6, 2026

The BE IMMUNE randomized trial demonstrates that combining patient text reminders, clinician EHR pended orders, and peer comparisons increases flu vaccination by 5.1 percentage points among adults aged 50 and older, highlighting the efficac

Transdiagnostic Prediction Model Accurately Identifies Risk for Psychotic and Bipolar Disorders in Clinical Practice
newsbipolar disorderElectronic Health Records

Transdiagnostic Prediction Model Accurately Identifies Risk for Psychotic and Bipolar Disorders in Clinical Practice

By MedXY|Dec 20, 2025

Researchers developed a clinical prediction model using electronic health records from over 127,000 patients to identify individuals at risk of psychotic or bipolar disorders. The model demonstrated high discriminative power (C-index 0.80)

Survey on Artificial Intelligence Adoption in the US Healthcare Sector: Trends, Challenges, and Future Directions
AIartificial intelligenceElectronic Health Records

Survey on Artificial Intelligence Adoption in the US Healthcare Sector: Trends, Challenges, and Future Directions

By MedXY|Oct 3, 2025

A comprehensive survey of 233 US healthcare systems reveals widespread AI deployment with key barriers including cost and resource limitations; highlights the critical role of CFOs and CIOs in AI decision-making and the growing influence of

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