Madhur K. Nayan

Urology

55 Fruit St
Boston, MA 02114

Last Updated: 09/26/2026

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Found 63 publications

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

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

Journal: JCO clinical cancer informatics

Published: November 07, 2025

Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.

Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.

Journal: Journal of magnetic resonance imaging : JMRI

Published: October 07, 2025

Mitigating Disparities in Prostate Cancer Survival Prediction Through Fairness-Aware Machine Learning Models.

Mitigating Disparities in Prostate Cancer Survival Prediction Through Fairness-Aware Machine Learning Models.

Journal: Cancer medicine

Published: September 08, 2025

Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.

Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.

Journal: Journal of magnetic resonance imaging : JMRI

Published: July 10, 2025

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: A Secondary Analysis of the PARITY Trial.

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: A Secondary Analysis of the PARITY Trial.

Journal: JB & JS open access

Published: May 23, 2025

Impact of tobacco use on postoperative complications following partial nephrectomy.

Impact of tobacco use on postoperative complications following partial nephrectomy.

Journal: Urologic oncology

Published: November 13, 2024

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

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

Journal: Journal of the American Medical Informatics Association : JAMIA

Published: September 21, 2024

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

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

Journal: JMIR medical informatics

Published: June 15, 2024

Differences in the treatment patterns of small renal masses: A disaggregated analyses by race/ethnicity.

Differences in the treatment patterns of small renal masses: A disaggregated analyses by race/ethnicity.

Journal: Urologic oncology

Published: May 14, 2024

Association of BCG Vaccine Treatment With Death and Dementia in Patients With Non-Muscle-Invasive Bladder Cancer.

Association of BCG Vaccine Treatment With Death and Dementia in Patients With Non-Muscle-Invasive Bladder Cancer.

Journal: JAMA network open

Published: May 19, 2023

Surgeon-level versus hospital-level quality variance in kidney cancer surgery.

Surgeon-level versus hospital-level quality variance in kidney cancer surgery.

Journal: Urologic oncology

Published: November 24, 2022

Circumcision and Risk of HIV among Males from Ontario, Canada. Reply.

Circumcision and Risk of HIV among Males from Ontario, Canada. Reply.

Journal: The Journal of urology

Published: November 15, 2021

Showing 1-12 of 63

Last Updated: 09/26/2026