Healthcare Data Analytics Blog

Signs your organization needs better clinical and claims data integration

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Almost no healthcare organization intentionally builds a fragmented data environment. Fragmentation develops through reasonable decisions: an acquired practice arrives with a second EHR instance, a risk-based contract introduces another payer file, a vendor relationship brings in laboratory or pharmacy feeds. Their combined effect is a set of systems describing the same patients and members differently. … Signs your organization needs better clinical and claims data integration

How to choose the right risk adjustment vendor

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MedInsight Healthcare Data Analytics Blog

Executive Summary Choosing a risk adjustment vendor should never be reduced to coding function alone. The right platform should improve documentation quality, integrate into clinical and operational workflows, provide transparent analytics, support prospective and retrospective programs, and maintain audit readiness. Organizations should prioritize configurable technology, explainable AI, strong governance, measurable outcomes, and an implementation approach … How to choose the right risk adjustment vendor

Responsible AI in healthcare analytics: The MedInsight approach

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MedInsight Healthcare Data Analytics Blog

Key Highlights Introduction› Analysis in the AI era› Principles of AI adoption at MedInsight› Conclusion› Download the white paper Introduction The recent explosion of artificial intelligence (AI) capability and deployment at scale has dramatically altered conversations and expectations for technology solutions. Healthcare and healthcare analytics are no exceptions to this. AI as a technological innovation … Responsible AI in healthcare analytics: The MedInsight approach

Heart failure admissions: Cost implications of potentially avoidable inpatient care

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MedInsight Healthcare Data Analytics Blog

Key Highlights Background› Methodology› Analysis› Conclusion› Download the article Heart failure (HF) represents one of the most pressing cardiovascular health challenges facing the United States (US). According to the CDC, heart failure occurs when the heart cannot pump enough blood and oxygen to meet the body’s needs. Although it is a serious condition, it does … Heart failure admissions: Cost implications of potentially avoidable inpatient care

Examining trends and impacts of rising cesarean section delivery in nulliparous women

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MedInsight Healthcare Data Analytics Blog

Key Highlights Introduction› Study population and delivery trends› Maternal age and payer mix› Costs and complications› Conclusion› Download the article Childbirth is the leading cause of hospital admissions in the United States, with cesarean deliveries being the most frequently performed surgical procedure.1 Cesarean deliveries are a crucial and life-saving intervention2 but they can also pose … Examining trends and impacts of rising cesarean section delivery in nulliparous women

Why clinical data aggregation is essential for better healthcare analytics

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Happy, smiling doctor

Clinical data accumulates in many places at once, collecting in electronic health records, laboratory systems, pharmacy platforms, care management tools and claims files, each with its own format and update schedule. The consequences are familiar: two departments run comparable reports and arrive at different figures, and analysts spend their time reconciling records instead of interpreting … Why clinical data aggregation is essential for better healthcare analytics