A machine learning approach to predict the hospital length of stay after kidney surgery

Author:

Marino Marta Rosaria1ORCID,Majolo Massimo2ORCID,Grasso Marco3ORCID,Russo Giuseppe2ORCID,Longo Giuseppe2ORCID,Triassi Maria4ORCID,Trunfio Teresa Angela5ORCID

Affiliation:

1. Department of Public Health, University of Naples "Federico II", Italy

2. A.O.R.N. "A. Cardarelli", Italy

3. "Federico II" University Hospital, Italy

4. Department of Public Health, University of Naples "Federico II", Italy and Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (CIRMIS), University of Naples "Federico II", Italy

5. Department of Advanced Biomedical Sciences, University of Naples "Federico II", Italy

Publisher

ACM

Reference49 articles.

1. McAdams-DeMarco M A King E A Luo X Haugen C DiBrito S Shaffer A Kucirka L M Desai N M Dagher N N Lonze B E Montgomery R A Walston J and Segev D L 2017 Frailty Length of Stay and Mortality in Kidney Transplant Recipients: A National Registry and Prospective Cohort Study Ann. Surg. 266 1084–90 McAdams-DeMarco M A King E A Luo X Haugen C DiBrito S Shaffer A Kucirka L M Desai N M Dagher N N Lonze B E Montgomery R A Walston J and Segev D L 2017 Frailty Length of Stay and Mortality in Kidney Transplant Recipients: A National Registry and Prospective Cohort Study Ann. Surg. 266 1084–90

2. Chawla L S Eggers P W Star R A and Kimmel P L 2014 Acute kidney injury and chronic kidney disease as interconnected syndromes N. Engl. J. Med. 371 58–66 Chawla L S Eggers P W Star R A and Kimmel P L 2014 Acute kidney injury and chronic kidney disease as interconnected syndromes N. Engl. J. Med. 371 58–66

3. Coca S G 2010 Acute Kidney Injury in Elderly Persons Am. J. Kidney Dis. Off. J. Natl. Kidney Found. 56 122–31 Coca S G 2010 Acute Kidney Injury in Elderly Persons Am. J. Kidney Dis. Off. J. Natl. Kidney Found. 56 122–31

4. Akbari A , Clase C M , Acott P , Battistella M , Bello A , Feltmate P , Grill A , Karsanji M , Komenda P , Madore F , Manns B J , Mahdavi S , Mustafa R A , Smyth A and Welcher E S 2015 Canadian Society of Nephrology Commentary on the KDIGO Clinical Practice Guideline for CKD Evaluation and Management Am. J. Kidney Dis. 65 177–205 Akbari A, Clase C M, Acott P, Battistella M, Bello A, Feltmate P, Grill A, Karsanji M, Komenda P, Madore F, Manns B J, Mahdavi S, Mustafa R A, Smyth A and Welcher E S 2015 Canadian Society of Nephrology Commentary on the KDIGO Clinical Practice Guideline for CKD Evaluation and Management Am. J. Kidney Dis. 65 177–205

5. Chang J Ronco C and Rosner M H 2011 Computerized decision support systems: improving patient safety in nephrology Nat. Rev. Nephrol. 7 348–55 Chang J Ronco C and Rosner M H 2011 Computerized decision support systems: improving patient safety in nephrology Nat. Rev. Nephrol. 7 348–55

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