Distinct clinical profiles and post-transplant outcomes among kidney transplant recipients with lower education levels: uncovering patterns through machine learning clustering

Author:

Thongprayoon Charat1,Miao Jing1,Jadlowiec Caroline2,Mao Shennen A.3,Mao Michael4,Leeaphorn Napat4,Kaewput Wisit5ORCID,Pattharanitima Pattharawin6,Valencia Oscar A. Garcia1,Tangpanithandee Supawit17,Krisanapan Pajaree16,Suppadungsuk Supawadee17,Nissaisorakarn Pitchaphon8,Cooper Matthew9,Cheungpasitporn Wisit1ORCID

Affiliation:

1. Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA

2. Division of Transplant Surgery, Mayo Clinic, Phoenix, AZ, US

3. Division of Transplant Surgery, Mayo Clinic, Jacksonville, FL, USA

4. Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Jacksonville, FL, USA

5. Department of Military and Community Medicine, Phramongkutklao College of Medicine, Bangkok, Thailand

6. Department of Internal Medicine, Thammasat University, Pathum Thani, Thailand

7. Chakri Naruebodindra Medical Institute, Ramathibodi Hospital, Mahidol University, Samut Prakan, Thailand

8. Department of Medicine, Division of Nephrology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA

9. Division of Transplant Surgery, Medical College of Wisconsin, Milwaukee, WI, USA

Publisher

Informa UK Limited

Subject

Nephrology,Critical Care and Intensive Care Medicine,General Medicine

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