Research map: Predicting postoperative infections: prediction models and their evaluation

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  1. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews · Matthew James Page · 2021 · 106363 citations · Cited by this paper
  2. A preoperative prediction model based on Lymphocyte-C-reactive protein ratio predicts postoperative anastomotic leakage in patients with colorectal carcinoma: a retrospective study · Bin Zhong · 2022 · 12 citations · Related
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  9. Development and Evaluation of the Universal ACS NSQIP Surgical Risk Calculator: A Decision Aid and Informed Consent Tool for Patients and Surgeons · Karl Y. Bilimoria · 2013 · 1917 citations · Cited by this paper
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  11. PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration · Karel G.M. Moons · 2018 · 1734 citations · Cited by this paper
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  13. POSSUM: A scoring system for surgical audit · Graham Paul Copeland · 1991 · 1728 citations · Cited by this paper
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  15. 2014 ESC/ESA Guidelines on non-cardiac surgery: cardiovascular assessment and management · Authors Task Force Members · 2014 · 1676 citations · Cited by this paper
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  17. The Impact of Surgical-Site Infections Following Orthopedic Surgery at a Community Hospital and a University Hospital Adverse Quality of Life, Excess Length of Stay, and Extra Cost · James D. Whitehouse · 2002 · 938 citations · Cited by this paper
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  19. Systematic review of preoperative, intraoperative and postoperative risk factors for colorectal anastomotic leaks · Frank D. McDermott · 2015 · 899 citations · Cited by this paper
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  21. Development and Validation of a Multifactorial Risk Index for Predicting Postoperative Pneumonia after Major Noncardiac Surgery · Ahsan M. Arozullah · 2001 · 752 citations · Cited by this paper
  22. Evaluation of clinical prediction models (part 1): from development to external validation · Professor Gary S. Collins · 2024 · 719 citations · Cited by this paper
  23. A guide to systematic review and meta-analysis of prediction model performance · Thomas P. A. Debray · 2017 · 671 citations · Cited by this paper
  24. Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review · Constanza L. Andaur Navarro · 2021 · 409 citations · Cited by this paper
  25. Evaluation of clinical prediction models (part 2): how to undertake an external validation study · Richard D Riley · 2024 · 381 citations · Cited by this paper
  26. Clinical laboratory differentiation of infectious versus non-infectious systemic inflammatory response syndrome · Chieko Mitaka · 2004 · 195 citations · Cited by this paper
  27. Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study · Richard D Riley · 2024 · 181 citations · Cited by this paper
  28. An Examination of American College of Surgeons NSQIP Surgical Risk Calculator Accuracy · Mark E. Cohen · 2017 · 177 citations · Cited by this paper
  29. Development and Validation of a Risk Calculator for Predicting Postoperative Pneumonia · Himani Gupta · 2013 · 146 citations · Cited by this paper
  30. Assessing the utility of deep neural networks in predicting postoperative surgical complications: a retrospective study · Alexander Bonde · 2021 · 122 citations · Cited by this paper
  31. Surgical Risk Preoperative Assessment System (SURPAS) · Robert A. Meguid · 2016 · 114 citations · Cited by this paper
  32. Impact of postoperative complications on outcomes after oesophagectomy for cancer · Lucas Goense · 2018 · 112 citations · Cited by this paper
  33. Identification of risk factors by systematic review and development of risk-adjusted models for surgical site infection. · Carl Gibbons · 2011 · 111 citations · Cited by this paper
  34. Surgical Risk Preoperative Assessment System (SURPAS) · Robert A. Meguid · 2016 · 111 citations · Cited by this paper
  35. The impact of the type and severity of postoperative complications on long-term outcomes following surgery for colorectal cancer: A systematic review and meta-analysis · Stephen Thomas McSorley · 2015 · 101 citations · Cited by this paper
  36. Risk Factors for Surgical Site Infection After Spinal Surgery: A Systematic Review and Meta-Analysis Based on Twenty-Seven Studies · Xiao-Qiang Peng · 2018 · 88 citations · Cited by this paper
  37. Surgical Risk Preoperative Assessment System (SURPAS) · Robert A. Meguid · 2016 · 86 citations · Cited by this paper
  38. Use of the American College of Surgeons NSQIP Surgical Risk Calculator for Laparoscopic Colectomy: How Good Is It and How Can We Improve It? · Kyle G. Cologne · 2014 · 81 citations · Cited by this paper
  39. American College of Surgeons NSQIP Risk Calculator Accuracy Using a Machine Learning Algorithm Compared with Regression · Yaoming Liu · 2023 · 80 citations · Cited by this paper

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