US Patent Issued to OPTUM SERVICES (IRELAND) on June 23 for "Machine learning, causal inference, and probabilistic combinatorial techniques for forecasting and ranking prediction-based actions" (Irish, British Inventors)

Posted On: 2026-07-15

ALEXANDRIA, Va., July 15 -- United States Patent no. 12,664,403, issued on June 23, was assigned to OPTUM SERVICES (IRELAND) Ltd. (Dublin).

"Machine learning, causal inference, and probabilistic combinatorial techniques for forecasting and ranking prediction-based actions" was invented by Breanndan O Conchuir (Warrington, Great Britain), Ciaran McKenna (Dublin), Matthew Robinson (County Wicklow, Ireland), Amritendu Roy (Limerick, Ireland), Moataz Ahmed Abdelghaffar Mohamed (Dublin), Saurabh Goel (Kildare, Ireland), Siddharth Chaudhary (Dublin), Anthony Patrick Reidy (Dublin), Colm Charles Doyle (Wicklow, Ireland), Mostafa Bayomi (Dublin), Lisa E. Walsh (Dublin), Harutyun Shahumyan (Dublin) and Kieran O'Donoghue (Dublin).

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US Patent Issued to OPTUM SERVICES (IRELAND) on June 23 for "Machine learning, causal inference, and probabilistic combinatorial techniques for forecasting and ranking prediction-based actions" (Irish, British Inventors)