Boosting efficiency in a clinical literature surveillance system with LightGBM.

Autor: Lokker C; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Abdelkader W; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Bagheri E; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Parrish R; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Cotoi C; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Navarro T; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Germini F; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Linkins LA; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Haynes RB; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Chu L; Department of Computing and Software, McMaster University, Hamilton, Ontario, Canada., Afzal M; School of Computing and Digital Technology, Birmingham City University, Birmingham, United Kingdom., Iorio A; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.; Department of Medicine, McMaster University, Hamilton, Ontario, Canada.

Publikováno v: PLOS digital health [PLOS Digit Health] 2024 Sep 23; Vol. 3 (9), pp. e0000299. Date of Electronic Publication: 2024 Sep 23 (Print Publication: 2024).

Protocol for a living evidence synthesis on variants of concern and COVID-19 vaccine effectiveness.

Autor: Shaver N; Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: nicole.shaver@uottawa.ca., Katz M; Public Health Agency of Canada, Ottawa, Ontario, Canada. Electronic address: melanie.katz@phac-aspc.gc.ca., Darko Asamoah G; Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: gasamoah@uottawa.ca., Linkins LA; Department of Medicine, McMaster University, Hamilton, Ontario, Canada. Electronic address: linkinla@mcmaster.ca., Abdelkader W; McMaster University, Hamilton, Ontario, Canada. Electronic address: abdelkaw@mcmaster.ca., Beck A; Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: andrew.e.beck@outlook.com., Bennett A; Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: d.bennett@uottawa.ca., Hughes SE; Centre for Patient Reported Outcome Research, Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom. Electronic address: s.e.hughes@bham.ac.uk., Smith M; The Cochrane Consumer Network, Ottawa, Ontario, Canada. Electronic address: maureen_smith@rogers.com., Begin M; Cassidy e-Care Solutions Inc, Winnipeg, Manitoba, Canada. Electronic address: mpho@cassidye-care.com., Coyle D; Faculty of Medicine, University of Ottawa, Ontario, Canada. Electronic address: Doug.Coyle@uOttawa.ca., Piggott T; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; Peterborough Public Health, Peterborough, Ontario, Canada; Department of Family Medicine, Queens University, Kingston, Ontario, Canada. Electronic address: piggott@mcmaster.ca., Kagina BM; Vaccines for Africa Initiative; NITAGs Support Hub (NISH), Faculty of Health Sciences, School of Public Health, University of Cape Town, South Africa. Electronic address: benjamin.kagina@uct.ac.za., Welch V; Bruyère Research Institute, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ontario, Canada. Electronic address: vwelch@campbellcollaboration.org., Colijn C; Department of mathematics, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada. Electronic address: ccolijn@sfu.ca., Earn DJD; Department of Mathematics and Statistics, McMaster University, Hamilton, Ontario, Canada. Electronic address: earn@math.mcmaster.ca., El Emam K; University of Ottawa, Ontario, Canada. Electronic address: kelemam@uottawa.ca., Heffernan J; Centre for Disease Modelling, Department of Mathematics & Statistics, Faculty of Science, York University, Toronto, Ontario, Canada. Electronic address: jmheffer@yorku.ca., O'Brien SF; Epidemiology and Surveillance, Canadian Blood Services, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ontario, Canada. Electronic address: sheila.obrien@blood.ca., Wilson K; Department of Medicine, University of Ottawa, Ontario, Canada; Bruyère Research Institute, Ottawa, Ontario, Canada; Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; O'Neill Institute for National and Global Health Law, Georgetown University, Washington, DC, USA. Electronic address: kwilson@ohri.ca., Collins E; Public Health Agency of Canada, Ottawa, Ontario, Canada. Electronic address: erin.collins@phac-aspc.gc.ca., Navarro T; McMaster University, Hamilton, Ontario, Canada. Electronic address: navarro@mcmaster.ca., Beyene J; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: beyene@mcmaster.ca., Boutron I; Université Paris Cité, Inserm, INRAE, Centre for Research in Epidemiology and Statistics (CRESS), F75004 Paris, France. Electronic address: isabelle.boutron@aphp.fr., Bowdish D; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: bowdish@mcmaster.ca., Cooper C; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: ccooper@toh.ca., Costa A; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: acosta@mcmaster.ca., Curran J; School of Nursing, Faculty of Health, Dalhousie University, Halifax, Nova Scotia, Canada. Electronic address: jacurran@dal.ca., Griffith L; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: griffith@mcmaster.ca., Hsu A; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: ahsu@ohri.ca., Grimshaw J; Ottawa Hospital Research Institute and Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: jgrimshaw@ohri.ca., Langlois MA; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: langlois@uottawa.ca., Li X; School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China. Electronic address: lixg@shsmu.edu.cn., Pham-Huy A; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: aphamhuy@uottawa.ca., Raina P; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: praina@mcmaster.ca., Rubini M; Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy. Electronic address: rub@unife.it., Thabane L; Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada; St Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada; Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa. Electronic address: thabanl@mcmaster.ca., Wang H; School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China. Electronic address: huiwang@shsmu.edu.cn., Xu L; School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China. Electronic address: lan.xu@sjtu.edu.cn., Brouwers M; Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: melissa.brouwers@uottawa.ca., Horsley T; Royal College of Physicians and Surgeons of Canada, Ottawa, Ontario, Canada. Electronic address: thorsley@royalcollege.ca., Lavis J; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; McMaster Health Forum, McMaster University, Hamilton, Ontario, Canada. Electronic address: lavisj@mcmaster.ca., Iorio A; Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: iorioa@mcmaster.ca., Little J; Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: jlittle@uottawa.ca.

Publikováno v: Vaccine [Vaccine] 2023 Oct 13; Vol. 41 (43), pp. 6411-6418. Date of Electronic Publication: 2023 Sep 16.

Joint 2022 European Society of Thoracic Surgeons and The American Association for Thoracic Surgery guidelines for the prevention of cancer-associated venous thromboembolism in thoracic surgery.

Autor: Shargall Y; Department of Surgery, McMaster University, Hamilton, Ontario, Canada., Wiercioch W; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Brunelli A; Department of Thoracic Surgery, St. James's University Hospital, Leeds, United Kingdom., Murthy S; Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio, USA., Hofstetter W; Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA., Lin J; Section of Thoracic Surgery, University of Michigan, Ann Arbor, Michigan, USA., Li H; Department of Thoracic Surgery, Capital Medical University, Beijing, China., Linkins LA; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Crowther M; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Davis R; Patient Representative, Burlington, Ontario, Canada., Rocco G; Memorial Sloan Kettering Cancer Center, New York, NY., Morgano GP; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Schünemann F; Medizinische Fakultät, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany., Muti-Schünemann G; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada., Douketis J; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Schünemann HJ; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Litle VR; Department of Surgery, Boston University School of Medicine, Boston, Massachusetts, USA.

Publikováno v: European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery [Eur J Cardiothorac Surg] 2022 Dec 02; Vol. 63 (1).

Evaluating compliance of extended venous thromboembolism prophylaxis following abdominopelvic surgery for cancer: A multidisciplinary quality improvement project.

Autor: McGinnis JM; Division of Gynecologic Oncology, McMaster University, Hamilton, Ontario, Canada., Helpman L; Division of Gynecologic Oncology, McMaster University, Hamilton, Ontario, Canada., Gundayao M; Department of Surgery, McMaster University, Hamilton, Ontario, Canada., Nancekivell KL; Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, Hamilton, Ontario, Canada., Russell J; Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, Hamilton, Ontario, Canada., Linkins LA; Division of Hematology and Thromboembolism, McMaster University, Hamilton, Ontario, Canada., Ruo L; Department of Surgery, McMaster University, Hamilton, Ontario, Canada., Serrano PE; Department of Surgery, McMaster University, Hamilton, Ontario, Canada.

Publikováno v: Journal of surgical oncology [J Surg Oncol] 2022 Mar; Vol. 125 (3), pp. 437-447. Date of Electronic Publication: 2021 Oct 22.

A Deep Learning Approach to Refine the Identification of High-Quality Clinical Research Articles From the Biomedical Literature: Protocol for Algorithm Development and Validation.

Autor: Abdelkader W; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada., Navarro T; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada., Parrish R; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada., Cotoi C; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada., Germini F; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.; Department of Medicine, McMaster University, Hamilton, ON, Canada., Linkins LA; Department of Medicine, McMaster University, Hamilton, ON, Canada., Iorio A; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.; Department of Medicine, McMaster University, Hamilton, ON, Canada., Haynes RB; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.; Department of Medicine, McMaster University, Hamilton, ON, Canada., Ananiadou S; Department of Computer Science, University of Manchester, Manchester, United Kingdom.; The Alan Turing Institute, London, United Kingdom., Chu L; Department of Computing and Software, Faculty of Engineering, McMaster University, Hamilton, ON, Canada., Lokker C; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.

Publikováno v: JMIR research protocols [JMIR Res Protoc] 2021 Nov 29; Vol. 10 (11), pp. e29398. Date of Electronic Publication: 2021 Nov 29.