Revolutionizing Imaging Operations with Data Analytics for Precise Imaging
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Company Overview
Precise Imaging is a trusted provider of radiology and imaging services, known for delivering high-quality diagnostic care to patients across multiple facilities. Operating in a competitive healthcare environment, Precise Imaging sought to enhance operational efficiency, improve financial outcomes, and optimize patient management through data-driven strategies.
The Challenges
Precise Imaging faced several operational and financial challenges:
- High No-Show Rates: Patient no-shows disrupted schedules and led to significant revenue loss.
- Inefficient Resource Utilization: Underutilized imaging modalities such as MRI, CT, and X-Ray increased operational costs.
- Complex Financial Management: Limited visibility into payment cycles and overdue balances impacted cash flow and profitability.
- Personal Injury Case Complexity: Managing personal injury cases required precise tracking of referrer performance, lien management, and negotiation metrics.
Our Approach
SR Analytics partnered with Precise Imaging to implement an end-to-end data analytics solution that addressed these challenges with precision and innovation.
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- Data Integration and Analysis
- Integrated data from scheduling systems, financial software, and operational tools into a unified platform.
- Used advanced analytics to identify patterns in no-show rates, modality utilization, and financial trends.
- Scheduling Optimization
- Developed predictive models to reduce no-show rates by analyzing appointment patterns and peak operational hours.
- Implemented scheduling dashboards for real-time insights into booked, rescheduled, and missed appointments.
- Financial Performance Enhancement
- Created financial dashboards to track paid vs. unpaid revenue, aging of payments, and payer performance.
- Automated collection workflows to improve recovery rates and reduce overdue balances.
- Resource Utilization Improvement
- Designed utilization dashboards to monitor modality performance and align facility capacity with demand.
- Conducted cost-per-study analysis to identify areas for expense reduction.
- Personal Injury Case Management
- Provided detailed insights into referrer performance, lien settlement rates, and negotiation outcomes.
- Automated case workflows to minimize dropped cases and maximize settlement efficiency.
The Results
- Operational Excellence: Reduced no-show rates by 10%, leading to increased appointment completion rates and improved resource utilization.
- Financial Growth: Improved collections by 15%, tracking over $48M in paid revenue.
- Enhanced Case Management: Increased negotiation rates by 15%, reducing dropped cases across all modalities.
- Resource Optimization: Achieved over 350% capacity utilization through strategic scheduling and cost management.