Dr. Perumal is on Doximity
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Office
1950 W.POLK ST
Chicago, IL 60612Phone+1 312-864-4622
Education & Training
- University of Illinois College of Medicine at ChicagoFellowship, Nephrology, 2004 - 2006
- Cook County Health and Hospitals SystemResidency, Internal Medicine, 1997 - 2000
- Kilpauk Medical CollegeClass of 1992
Certifications & Licensure
- IL State Medical License 2000 - 2026
- CO State Medical License 2020 - 2021
- American Board of Internal Medicine Internal Medicine
- American Board of Internal Medicine Nephrology
Publications & Presentations
PubMed
- 2 citationsClustering-based spatial analysis (CluSA) framework through graph neural network for chronic kidney disease prediction using histopathology images.Joonsang Lee, Elisa Warner, Salma Shaikhouni, Markus Bitzer, Matthias Kretzler
Scientific Reports. 2023-08-05 - 12 citationsUnsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease.Joonsang Lee, Elisa Warner, Salma Shaikhouni, Markus Bitzer, Matthias Kretzler
Scientific Reports. 2022-03-22 - 10 citationsConsent for Genetic Biobanking in a Diverse Multisite CKD CohortJonathan P. Troost, Jennifer Hawkins, Daniel R. Jenkins, Debbie S. Gipson, Matthias Kretzler
Kidney International Reports. 2018-06-12
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