Your AI Model Passed Validation But Your FDA Audit Didn't—Here's Why

A model may perform exceptionally well and still lack the evidence package necessary to support regulatory review.
Analytics Insight

The Fraud Models Banks Trust Have a Blind Spot: Why Validation Matters More Than Accuracy

Every large bank now runs anti-money-laundering and fraud-detection models that score millions of transactions a day. The marketing tells one story — detection ...
ascopubs.org

Development and Validation of a Cell-Free DNA Fragmentomics–Based Model for Early Detection of Pancreatic Cancer

Long-Term Survival and Biomarker Analysis Evaluating Neoadjuvant Plus Adjuvant Relatlimab (anti-LAG3) and Nivolumab (anti-PD1) in Patients With Resectable Melanoma Our study included a broad cohort of ...
ascopubs.org

Derivation and Validation of a Clinical Risk Assessment Model for Cancer-Associated Thrombosis in Two Unique US Health Care Systems

A Clinical-Genetic Risk Score for Predicting Cancer-Associated Venous Thromboembolism: A Development and Validation Study Involving Two Independent Prospective Cohorts Using retrospective data from ...
The Manila Times

HKEY-AI4AI-Atlas™ 1.0: HKeyBio Uses AI to Curate Autoimmune Model Datasets

HKEY-AI4AI-Atlas™ 1.0 uses AI-assisted dataset curation to support model selection, endpoint design and cross-species interpretation ...