Simplifying Complex Oncology Coding for a Specialty Clinic

An oncology clinic with high diagnostic variability struggled with ambiguous and incomplete diagnosis notes. We implemented a solution that automatically extracts key terms from clinical notes and provides high-confidence ICD-10 suggestions. The tool helped coders navigate nuanced oncology terminology, improving claim accuracy and reducing the burden on clinical staff.
Last updated on
May 29, 2025

Client Overview:

Bahrain Oncology Clinic, situated in Manama, focused exclusively on cancer care and related treatments, employing about 180 highly skilled healthcare professionals. The complexity of oncology required precise and highly specialized diagnostic coding.

The Challenge: Navigating Complex Oncology Codes

Oncology coding is notoriously intricate, with highly specialized terminology and continuously evolving ICD-10 and CPT standards. The Bahrain Oncology Clinic was overwhelmed by constant coding inaccuracies and errors, resulting in frequent claim denials from insurers and extended delays in reimbursements.

The complexity caused administrative staff to struggle to stay compliant with Bahrain’s National Health Regulatory Authority (NHRA) standards. Operational inefficiencies led to financial uncertainty and disrupted patient care workflows.

Bioteknika’s Tailored Oncology Solution

Bioteknika tailored its advanced Diagnostic Code Mapping solution specifically to the oncology sector’s unique challenges. The solution integrated directly into the clinic’s EHR system, enabling rapid, automated diagnosis extraction and code verification.

Key enhancements:

  • Oncology-Specific AI Models: Specialized machine-learning algorithms trained specifically on oncology clinical terminology.
  • Real-Time Validation: Instant verification against ICD-10 and CPT codes during documentation entry, reducing post-submission corrections dramatically.
  • Intuitive User Interface: Allowing clinical staff to easily navigate complex oncology codes with minimal training.

The Impact: Immediate Accuracy, Long-Term Stability

The clinic experienced rapid improvements:

  • Coding Errors Reduced Significantly: In just three months, coding errors dropped by 75%, boosting insurance claim accuracy.
  • Accelerated Payments: The average reimbursement time improved by 45%, enhancing financial stability and freeing resources for patient care.
  • Enhanced Compliance: Achieved full compliance with NHRA and international ICD-10 standards, significantly reducing regulatory risk.

Client Feedback:

“Bioteknika provided exactly what we needed—precision, simplicity, and compliance. Our coding accuracy improved tremendously, directly benefiting our patients and our bottom line.”
— Dr. Anuradha Menon, Director, Bahrain Oncology Clinic