Glomerular and Nephron Size and Kidney Disease Outcomes: A Comparison of Manual Versus Deep Learning Methods in Kidney Pathology

Kidney Med. 2024 Nov 28;7(1):100939. doi: 10.1016/j.xkme.2024.100939. eCollection 2025 Jan.

Jaidip M Jagtap^{1

2}, Andrew R Janowczyk^{3

4

5}, Yijiang Chen⁶, Afsana A Shaik², Aidan F Mullan⁷, Bradley J Erickson^{1

2}, Vidit Sharma⁸, Timothy L Kline^{1

2}, Laura Barisoni^{9

10}, Aleksandar Denic², Andrew D Rule^{2

11}

¹ Department of Radiology, Mayo Clinic, Rochester, MN.
² Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN.
³ Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Georgia.
⁴ Division of Precision Oncology, Department of Oncology, Geneva University Hospitals, Geneva, Switzerland.
⁵ Department of Diagnostics, Division of Clinical Pathology, Geneva University Hospitals, Geneva, Switzerland.
⁶ Department of Radiation Oncology, Stanford University, Stanford, CA.
⁷ Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN.
⁸ Department of Urology, Mayo Clinic, Rochester, MN.
⁹ Department of Pathology, Division of AI and Computational Pathology, Duke University, Durham, NC.
¹⁰ Department of Medicine, Division of Nephrology, Duke University, Durham, NC.
¹¹ Division of Epidemiology, Mayo Clinic, Rochester, MN.

No abstract available