Madhur Nayan

AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation

2025 · 13 Zit. · Journal of the American Medical Informatics Association

Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors

2025 · 3 Zit. · JBJS Open Access

Survival After Radical Cystectomy for Bladder Cancer: Development of a Fair Machine Learning Model

2024 · 3 Zit. · JMIR Medical Informatics

Development and Deployment of a Machine Learning Model to Triage the Use of Prostate <scp>MRI</scp> ( <scp>ProMT</scp> ‐ <scp>ML</scp> ) in Patients With Suspected Prostate Cancer

2025 · 2 Zit. · Journal of Magnetic Resonance Imaging

Preliminary Assessment of Racial Disparities in AI-based Prostate Cancer Detection on bpMRI

2025 · 0 Zit. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

Context-aware deep learning using individualized prior information reduces false positives in disease risk prediction and longitudinal health assessment

2025 · 0 Zit. · ArXiv.org

Survival After Radical Cystectomy for Bladder Cancer: Development of a Fair Machine Learning Model (Preprint)

2024 · 0 Zit.

MITIGATING DISPARITIES IN PROSTATE CANCER THROUGH FAIR MACHINE LEARNING MODELS

2025 · 0 Zit. · Urologic Oncology Seminars and Original Investigations

Development, External Validation, and Deployment of RFAN-ML: A Machine Learning Model to Estimate Renal Function After Nephrectomy

2025 · 0 Zit. · JCO Clinical Cancer Informatics