How Automated NLP Pipelines Cut Oncology Data Abstraction from Weeks to Hours

Abhijit Nayak, Senior Data Scientist at Cognizant and IEEE conference speaker, discusses building production-grade information extraction systems for cancer research and why domain expertise matters more than model size. A July survey in Artificial Intelligence Review analyzed 156 NLP studies in oncology and identified a pattern: transformer models perform impressively on research benchmarks, then collapse […]