Generative AI Blog

How the 2026 Medicare Advantage Rate Announcement Creates New Opportunities for Health Tech Innovation

by

Ritwik Jain

Enhancing Risk Adjustment Accuracy and Revenue Integrity with AI-Powered HCC Coding In April, the Centers for Medicare & Medicaid Services (CMS) released its 2026 Medicare Advantage (MA) Rate Announcement, projecting...

How Good Are Open-Source LLM-Based De-identification Tools in a Medical Context?

by

Muhammet Santas

GLiNER and OpenPipe Shine on General Texts but Miss Over 50% of Clinical PHI — Compared to Less Than 5% Misses by Solutions Like John Snow Labs It’s often assumed...

Task-Based Clinical NLP: Unlocking Insights with One-Liner Pipelines

by

Gokhan Turer

Effortless Clinical Text Analysis with Advanced Pretrained Pipelines This blog post explores Healthcare NLP’s Task-Based Clinical Pretrained Pipelines, showcasing how they streamline clinical text analysis with just one-liner codes. By...

Pretrained Zero-Shot Models for Clinical Entity Recognition: A Game Changer in Healthcare NLP – How zero-shot learning is transforming clinical entity recognition without domain-specific training

by

Gokhan Turer

Discover how Pretrained Zero-Shot Named Entity Recognition (NER) models simplify...

Introducing the First Commercially Available Medical Reasoning LLM

by

Maziyar Panahi

Evolving from Knowledge to Reasoning in Healthcare AI John Snow Labs has been at the forefront of healthcare AI, consistently developing state-of-the-art language models specialized for the medical domain. Our...