Author

Krutarth Patel

Institution: Humana (United States)

Observed institution: Humana (United States)

ORCID: 0009-0002-8748-8098

Observed ORCID: 0009-0002-8748-8098

OpenAlex ID: A5135246354

Calibration Drift Under Cross-Institutional Deployment: An External Validation Framework for ICU Mortality Prediction Across MIMIC-IV and eICU

2026 · Krutarth Patel, Phanindra Beedala · Research Square · 1

Phantom Fairness: A Reproducible Audit of How Automatically Extracted Labels Can Conceal Demographic Disparities in Chest Radiograph Classifiers

2026 · Krutarth Patel, Phanindra Beedala, et al. · medRxiv

Unmeasured but Not Unbiased: The Missingness Demographic Leakage Audit (MDLA) for Calibration-Aware Fairness Evaluation in Critical Care Mortality Prediction

2026 · Krutarth Patel, Phanindra Beedala · SSRN Electronic Journal

Calibration Drift Under Cross-Institutional Deployment: An External Validation Framework for ICU Mortality Prediction Across MIMIC-IV and eICU

2026 · Phanindra Beedala, Krutarth Patel · SSRN Electronic Journal

Dynamic MAKE30 Prediction Across US and European Intensive Care Units: Transportability, Calibration Drift, and Recalibration

2026 · Krutarth Patel, Rohan Desai, et al. · SSRN Electronic Journal

Phantom fairness: a reproducible audit of instance-dependent label noise as a hidden source of demographic bias in chest radiograph classifiers

2026 · Krutarth Patel, Phanindra Beedala, et al. · SSRN Electronic Journal

Works count: 6

Citation count: 1

H-index: 1

I10-index: