A Machine Learning Approach to Predict Postoperative Pancreatic Fistula After Pancreaticoduodenectomy Using Only Preoperatively Known Data-Reference-Cited by-同舟云学术

A Machine Learning Approach to Predict Postoperative Pancreatic Fistula After Pancreaticoduodenectomy Using Only Preoperatively Known Data

Published:2023-08-07 Issue:12 Volume:30 Page:7738-7747
ISSN:1068-9265
Container-title:Annals of Surgical Oncology
language:en
Short-container-title:Ann Surg Oncol

Author:

Ashraf Ganjouei Amir,Romero-Hernandez Fernanda,Wang Jaeyun Jane,Casey Megan,Frye Willow,Hoffman Daniel,Hirose Kenzo,Nakakura Eric,Corvera Carlos,Maker Ajay V.,Kirkwood Kimberly S.,Alseidi Adnan,Adam Mohamed A.

Publisher

Springer Science and Business Media LLC

Subject

Oncology,Surgery

Link

https://link.springer.com/content/pdf/10.1245/s10434-023-14041-x.pdf

Reference42 articles.

1. McPhee JT, Hill JS, Whalen GF, et al. Perioperative mortality for pancreatectomy: a national perspective. Ann Surg. 2007;246(2):246–53. https://doi.org/10.1097/01.sla.0000259993.17350.3a.

2. Burkhart RA, Relles D, Pineda DM, et al. Defining treatment and outcomes of hepaticojejunostomy failure following pancreaticoduodenectomy. J Gastrointest Surg Off J Soc Surg Aliment Tract. 2013;17(3):451–60. https://doi.org/10.1007/s11605-012-2118-9.

3. Gouma DJ, van Geenen RC, van Gulik TM, et al. Rates of complications and death after pancreaticoduodenectomy: risk factors and the impact of hospital volume. Ann Surg. 2000;232(6):786–95. https://doi.org/10.1097/00000658-200012000-00007.

4. Fuks D, Piessen G, Huet E, et al. Life-threatening postoperative pancreatic fistula (grade C) after pancreaticoduodenectomy: incidence, prognosis, and risk factors. Am J Surg. 2009;197(6):702–9. https://doi.org/10.1016/j.amjsurg.2008.03.004.

5. Bassi C, Dervenis C, Butturini G, et al. Postoperative pancreatic fistula: an international study group (ISGPF) definition. Surgery. 2005;138(1):8–13. https://doi.org/10.1016/j.surg.2005.05.001.

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