4medica’s healthcare data quality platform uses artificial intelligence and machine learning to reduce costly patient matching errors

marina del ray, california, August 10, 2022 /PRNewswire/ — 4medica®, a leader in medical data quality and reconciliation technology, today announced that its cloud-based data quality platform infuses artificial intelligence (AI) and machine learning (ML) to improve patient reconciliation announced.

Utilizing the most technologically advanced Master Patient Index (MPI) process, 4medica has revolutionized the way organizations analyze, improve and use health data. Her unique 4-layer MPI process simplifies implementation and facilitates patient her identity management and data exchange. 4medica guarantees that he can reduce the patient duplication rate (which can reach 30% in some hospitals) to less than 1%.

Duplicates and other patient-matching errors not only jeopardize patient safety, but also create costly inefficiencies (such as duplicate test orders) and reduce the value of a healthcare provider’s data.Duplicate Patient Records Nearly Damage Healthcare Organizations $2,000 per hospitalization and $800 Per emergency department visit. Additionally, according to Black Book research, 33% of denials can be attributed to inaccurate patient identification or health data.

By improving the quality of patient data, hospitals, provider groups, health plans, laboratories and imaging centers can:

  • Reduce patient risk
  • Cost reduction through efficiency
  • Increase the value of your data

“Under maintenance MPI Data management requirements are critical to effective healthcare interoperability and can be challenged without enduring loss of performance, speed, or matching accuracy,” said Jennifer. D’Angelowhich oversees the New Jersey Health Information Network (Nyuhin) served as senior vice president and general manager of healthcare for the New Jersey Innovation Institute. “By partnering with 4medica and implementing their cloud-based data quality platform with AI/ML capabilities, he was able to keep the duplication rate below 3% while maintaining system performance. ”

faster and more accurate

The first step in 4medica’s MPI-as-a-Service four-tier process is to run your organization’s data through its patented identity resolution engine to eliminate duplicate records. This layer alone can reduce duplication by more than half. Patient records that have previously failed to be matched using 4medica’s MPI technology are sent to a work queue where data stewards attempt to resolve patient matching issues.

However, by applying AI and ML technologies to the second and third layers to detect more errors and improve the eMPI scoring weights, 4medica’s platform reduced the duplication rate from 1% to 3%. can be lowered and can process large amounts of data much faster. From there, the 4medica data science team resolves final duplicate candidates, checks for overlays (false positives), and reruns layers 1-3 if necessary.

“Poorly identified patients are one of the leading causes of safety issues in healthcare. Oleg Beth, founder and CEO of 4medica. “Using AI and ML to accelerate and improve the process of reducing patient matching errors leads to more informed clinical decisions and better outcomes.”

Built to handle unlimited patient identities, the 4medica Big Data MPI is needed to manage health information exchanges (HIEs), large hospital systems, laboratories, clinics, and tens of millions of patient records each year. Ideal for other medical institutions that have

“Health data quality should be a priority for all healthcare organizations,” he said. greg church, president of 4medica. “Using advanced technologies such as his AI, ML and automation via the cloud is the most effective and cost-effective way for organizations to improve the quality and value of their data.”

About 4medica

Since 1998, 4medica® has solved medical data quality challenges, enabling healthcare organizations to achieve real-time clinical interoperability. The company’s Big Data Management and Clinical Data Exchange cloud solutions facilitate identity management and patient-centric data exchange, ensuring that the right data is captured at the right time, helping an unprecedented 1% of his patients Guaranteed record duplication rate. Perfect Order for Perfect Payment™ integrates end-to-end laboratory and radiology orders via an online portal, EMR interoperability, and superior quality validated data for highly effective RCM performance. Promote. 4medica connects his 40,000+ medical professionals across the country to hundreds of his ACOs, HIEs, HINs, hospitals, health systems, laboratories, radiographic centers, and payers. For more information, visit 4medica.com.

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