Automated surveillance of non-ventilator-associated hospital-acquired pneumonia (nvHAP): a systematic literature review

European Centre for Disease Prevention and Control. Point prevalence survey of healthcare-associated infections and antimicrobial use in European acute care hospitals–protocol version 5.3. Stockholm: ECDC; 2016. http://ecdc.europa.eu/en/publications/Publications/PPS-HAI-antimicrobial-use-EU-acute-care-hospitals-V5-3.pdf. Accessed 4 Jan 2024.

Magill SS, Edwards JR, Bamberg W, Beldavs ZG, Dumyati G, Kainer MA, Lynfield R, Maloney M, McAllister-Hollod L, Nadle J, Ray SM, Thompson DL, Wilson LE, Fridkin SK, Healthcare EIP. Multistate point-prevalence survey of health care-associated infections. New Engl J Med. 2014;370(13):1198–208.

Article  CAS  PubMed  Google Scholar 

Zingg W, Metsini A, Balmelli C, Neofytos D, Behnke M, Gardiol C, Widmer A, Pittet D. On behalf of the Swissnoso N. National point prevalence survey on healthcare-associated infections in acute care hospitals, Switzerland 2017. Euro Surveill. 2019;24:32.

Google Scholar 

European Centre for Disease Prevention and Control. Point prevalence survey of healthcare-associated infections and antimicrobial use in European acute care hospitals, 2016–2017. Stockholm: ECDC; 2023. https://www.ecdc.europa.eu/sites/default/files/documents/healthcare-associated--infections-antimicrobial-use-point-prevalence-survey-2016-2017.pdf. Accessed 4 Jan 2024.

Davis JF, Edward. Pennsylvania. Patient Safety Authority. ECRI (Organization) Institute for Safe Medication Practices. The Breadth of Hospital-Acquired Pneumonia: Nonventilated versus Ventilated Patients in Pennsylvania. September 2012;Vol. 9, 3

Ewan VC, Witham MD, Kiernan M, Simpson AJ. Hospital-acquired pneumonia surveillance—an unmet need. Lancet Respir Med. 2017;5:771–2.

Article  PubMed  Google Scholar 

Munro SC, Baker D, Giuliano KK, Sullivan SC, Haber J, Jones BE, Crist MB, Nelson RE, Carey E, Lounsbury O, Lucatorto M, Miller R, Pauley B, Klompas M. Nonventilator hospital-acquired pneumonia: a call to action. Infect Control Hosp Epidemiol. 2021;42(8):991–6.

Article  PubMed  Google Scholar 

Klompas M, Branson R, Cawcutt K, Crist M, Eichenwald EC, Greene LR, Lee G, Maragakis LL, Powell K, Priebe GP, Speck K, Yokoe DS, Berenholtz SM. Strategies to prevent ventilator-associated pneumonia, ventilator-associated events, and nonventilator hospital-acquired pneumonia in acute-care hospitals: 2022 Update. Infect Control Hosp Epidemiol. 2022;43(6):687–713.

Article  PubMed  PubMed Central  Google Scholar 

Wolfensberger A, Clack L, von Felten S, Faes Hesse M, Saleschus D, Meier MT, Kusejko K, Kouyos R, Held L, Sax H. Prevention of non-ventilator-associated hospital-acquired pneumonia in Switzerland: a type 2 hybrid effectiveness-implementation trial. Lancet Infect Dis. 2023;23(7):836–46.

Article  CAS  PubMed  Google Scholar 

Lacerna CC, Patey D, Block L, Naik S, Kevorkova Y, Galin J, Parker M, Betts R, Parodi S, Witt D. A successful program preventing nonventilator hospital-acquired pneumonia in a large hospital system. Infect Control Hosp Epidemiol. 2020;41(5):547–52.

Article  PubMed  Google Scholar 

Sopena N, Isernia V, Casas I, Diez B, Guasch I, Sabria M, Pedro-Botet ML. Intervention to reduce the incidence of non-ventilator-associated hospital-acquired pneumonia: a pilot study. Am J Infect Control. 2023;51:1324–8.

Article  PubMed  Google Scholar 

Klompas M. Progress in preventing non-ventilator-associated hospital-acquired pneumonia. Lancet Infect Dis. 2023;23(7):769–71.

Article  PubMed  Google Scholar 

van Mourik MSM. Getting it right: automated surveillance of healthcare-associated infections. Clin Microbiol Infect. 2021;27(Suppl 1):S1–2.

Article  PubMed  Google Scholar 

Martischang R, Peters A, Guitart C, Tartari E, Pittet D. Promises and limitations of a digitalized infection control program. J Adv Nurs. 2020;76(8):1876–8.

Article  PubMed  Google Scholar 

van Mourik MSM, van Rooden SM, Abbas M, Aspevall O, Astagneau P, Bonten MJM, Carrara E, Gomila-Grange A, de Greeff SC, Gubbels S, Harrison W, Humphreys H, Johansson A, Koek MBG, Kristensen B, Lepape A, Lucet JC, Mookerjee S, Naucler P, Palacios-Baena ZR, Presterl E, Pujol M, Reilly J, Roberts C, Tacconelli E, Teixeira D, Tangden T, Valik JK, Behnke M, Gastmeier P. Network P. PRAISE: providing a roadmap for automated infection surveillance in Europe. Clin Microbiol Infect. 2021;27(Suppl 1):S3–19.

Article  PubMed  Google Scholar 

Streefkerk HRA, Verkooijen RP, Bramer WM, Verbrugh HA. Electronically assisted surveillance systems of healthcare-associated infections: a systematic review. Euro Surveill. 2020;25(2):1900321.

Article  PubMed  PubMed Central  Google Scholar 

Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, Shamseer L, Tetzlaff JM, Akl EA, Brennan SE, Chou R, Glanville J, Grimshaw JM, Hrobjartsson A, Lalu MM, Li T, Loder EW, Mayo-Wilson E, McDonald S, McGuinness LA, Stewart LA, Thomas J, Tricco AC, Welch VA, Whiting P, Moher D. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372: n71.

Article  PubMed  PubMed Central  Google Scholar 

Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MM, Sterne JA, Bossuyt PM. Group Q.-QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155(8):529–36.

Article  PubMed  Google Scholar 

Haas JP, Mendonca EA, Ross B, Friedman C, Larson E. Use of computerized surveillance to detect nosocomial pneumonia in neonatal intensive care unit patients. Am J Infect Control. 2005;33(8):439–43.

Article  PubMed  Google Scholar 

Mendonca EA, Haas J, Shagina L, Larson E, Friedman C. Extracting information on pneumonia in infants using natural language processing of radiology reports. J Biomed Inform. 2005;38(4):314–21.

Article  PubMed  Google Scholar 

Wolfensberger A, Jakob W, Faes Hesse M, Kuster SP, Meier AH, Schreiber PW, Clack L, Sax H. Development and validation of a semi-automated surveillance system-lowering the fruit for non-ventilator-associated hospital-acquired pneumonia (nvHAP) prevention. Clin Microbiol Infect. 2019;25(11):1428.

Article  PubMed Central  Google Scholar 

Stern SE, Christensen MA, Nevers MR, Ying J, McKenna C, Munro S, Rhee C, Samore MH, Klompas M, Jones BE. Electronic surveillance criteria for non-ventilator-associated hospital-acquired pneumonia: assessment of reliability and validity. Infect Control Hosp Epidemiol. 2023;8:1–7.

Google Scholar 

Ji W, McKenna C, Ochoa A, Ramirez Batlle H, Young J, Zhang Z, Rhee C, Clark R, Shenoy ES, Hooper D, Klompas M. Program CDCPE development and assessment of objective surveillance. Definitions for nonventilator hospital-acquired pneumonia. JAMA Netw Open. 2019;2(10):e1913674.

Article  PubMed  PubMed Central  Google Scholar 

Ramirez Batlle H, Klompas M. Program CDCPE. Accuracy and reliability of electronic versus CDC surveillance criteria for non-ventilator hospital-acquired pneumonia. Infect Control Hosp Epidemiol. 2020;41(2):219–21.

Google Scholar 

Jones BE, Sarvet AL, Ying J, Jin R, Nevers MR, Stern SE, Ocho A, McKenna C, McLean LE, Christensen MA, Poland RE, Guy JS, Sands KE, Rhee C, Young JG, Klompas M. Incidence and outcomes of non-ventilator-associated hospital-acquired pneumonia in 284 US Hospitals using electronic surveillance criteria. JAMA Netw Open. 2023;6(5): e2314185.

Article  PubMed  PubMed Central  Google Scholar 

CDC NHSN; Pneumonia (Ventilator-associated [VAP] and non-ventilatorassociated Pneumonia [PNEU]) event. https://www.cdc.gov/nhsn/pdfs/pscmanual/6pscvapcurrent.pdf. Accessed 23 Oct 2023.

Wolfensberger A, Meier AH, Kuster SP, Mehra T, Meier MT, Sax H. Should international classification of diseases codes be used to survey hospital-acquired pneumonia? J Hosp Infect. 2018;99:81–4.

Article  CAS  PubMed  Google Scholar 

Valentine JC, Gillespie E, Verspoor KM, Hall L, Worth LJ. Performance of ICD-10-AM codes for quality improvement monitoring of hospital-acquired pneumonia in a haematology-oncology casemix in Victoria, Australia. Health Inf Manag. OnlineFirst, November 14, 2022

Bouzbid S, Gicquel Q, Gerbier S, Chomarat M, Pradat E, Fabry J, Lepape A, Metzger MH. Automated detection of nosocomial infections: evaluation of different strategies in an intensive care unit 2000–2006. J Hosp Infect. 2011;79(1):38–43.

Article  CAS  PubMed  Google Scholar 

Zilberberg MD, Nathanson BH, Sulham K, Fan W, Shorr AF. A novel algorithm to analyze epidemiology and outcomes of carbapenem resistance among patients with hospital-acquired and ventilator-associated pneumonia: a retrospective cohort study. Chest. 2019;155(6):1119–30.

Article  PubMed  Google Scholar 

FitzHenry F, Murff HJ, Matheny ME, Gentry N, Fielstein EM, Brown SH, Reeves RM, Aronsky D, Elkin PL, Messina VP, Speroff T. Exploring the frontier of electronic health record surveillance: the case of postoperative complications. Med Care. 2013;51(6):509–16.

Article  PubMed  PubMed Central  Google Scholar 

CDC NHSN; Ventilator-associated event (VAE). https://www.cdc.gov/nhsn/pdfs/pscmanual/10-vae_final.pdf. Accessed 23 Oct 2023.

CDC NHSN; Pneumonia (Ventilator-associated [VAP] and non-ventilator associated Pneumonia [PNEU]) event. https://www.cdc.gov/nhsn/pdfs/pscmanual/6pscvapcurrent.pdf. Accessed 23 Oct 2023.

Perret J, Schmid A. Application of OpenAI GPT-4 for the retrospective detection of catheter-associated urinary tract infections in a fictitious and curated patient data set. Infect Control Hosp Epidemiol. 2023;45:1–4.

Google Scholar 

Chassagnon G, Vakalopoulou M, Paragios N, Revel MP. Artificial intelligence applications for thoracic imaging. Eur J Radiol. 2020;123: 108774.

Article  PubMed  Google Scholar 

Marra AR, Nori P, Langford BJ, Kobayashi T, Bearman G. Brave new world: leveraging artificial intelligence for advancing healthcare epidemiology, infection prevention, and antimicrobial stewardship. Infect Control Hosp Epidemiol. 2023;44(12):1909–12.

Article  PubMed  Google Scholar 

Comments (0)

No login
gif