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PubMed Publications| Keyword search (4,163 papers available) |  |
"An H" Authored Publications:
| Title | Authors | PubMed ID | |
|---|---|---|---|
| 1 | Impact of COVID-19 on incidence and trends of adverse events among hospitalised patients in Calgary, Canada: a retrospective chart review study | Wu G; Eastwood CA; Cheligeer C; Southern DA; Zeng Y; Ghali WA; Bakal JA; Boussat B; Flemons W; Forster A; Xu Y; Quan H; | 41592994 CONCORDIA |
| 2 | Establishing work productivity loss norms: Absenteeism and presenteeism in a Canadian working population | Zhang W; Qian H; L' Heureux J; Johns G; Koehoorn M; Woodcock S; | 41469277 JMSB |
| 3 | Preprocessing narrative texts in electronic medical records to identify hospital adverse events: A scoping review | Jafarpour H; Wu G; Cheligeer CK; Yan J; Xu Y; Southern DA; Eastwood CA; Zeng Y; Quan H; | 41072367 ENCS |
| 4 | Pseudocapacitive MXene@Fe-TA ternary mediator enhances denitrification via optimized electron transfer and microbial regulation in wastewater treatment | Pan S; Wang X; Guo T; An H; Guo Y; Chen Z; Lian J; Guo J; | 41043789 ENCS |
| 5 | A dataset from a coordinated multi-site laboratory study investigating the Hue-Heat-Hypothesis | Bavaresco M; Cureau RJ; Pigliautile I; Barna E; Deme Belafi Z; Belussi L; Chinazzo G; Chiucchiù A; Danza L; Deng Z; Dong B; Gapski NH; Garlet L; Gnecco VM; Guo X; Pilehchi Ha P; Karimian H; Lamberts R; Liu S; da Costa Loeser B; Massucci C; Melo AP; Nagy BV; Ouf MM; Salamone F; Schweiker M; Pisello AL; | 40973711 ENCS |
| 6 | Adaptive finite-time synchronized control of multi-robotic fiber placement system with model uncertainties and disturbances | Zhang R; Wang Y; Xie W; Li P; Tan H; Jiang Y; | 40461302 ENCS |
| 7 | Utilizing large language models for detecting hospital-acquired conditions: an empirical study on pulmonary embolism | Cheligeer C; Southern DA; Yan J; Wu G; Pan J; Lee S; Martin EA; Jafarpour H; Eastwood CA; Zeng Y; Quan H; | 40105654 ENCS |
| 8 | Impact of a national dementia research consortium: The Canadian Consortium on Neurodegeneration in Aging (CCNA) | Chertkow H; Phillips N; Rockwood K; Anderson N; Andrew MK; Bartha R; Beaudoin C; Bélanger N; Bellec P; Belleville S; Bergman H; Best S; Bethell J; Bherer L; Black S; Borrie M; Camicioli R; Carrier J; Cashman N; Chan S; Crowshoe L; Cuello C; Cynader M; Dang-Vu T; Das S; Dixon RA; Ducharme S; Einstein G; Evans AC; Fahnestock M; Feldman H; Ferland G; Finger E; Fisk JD; Fogarty J; Fon E; Gan-Or Z; Gauthier S; Greenwood C; Henri-Bellemare C; Herrmann N; Hogan DB; Hsiung R; Itzhak I; Jacklin K; Lanctôt K; Lim A; MacKenzie I; Masellis M; Maxwell C; McAiney C; McGilton K; McLaurin J; Mihailidis A; Mohades Z; Montero-Odasso M; Morgan D; Naglie G; Nygaard H; O' Connell M; Petersen R; Pilon R; Rajah MN; Rapoport M; Roach P; Robillard JM; Rogaeva E; Rosa-Neto P; Rylett J; Sadavoy J; St George-Hyslop P; Seitz D; Smith E; Stefanovic B; Vedel I; Walker JD; Wellington C; Whitehead V; Wittich W; | 39636028 HKAP |
| 9 | Identifying personalized barriers for hypertension self-management from TASKS framework | Yang J; Zeng Y; Yang L; Khan N; Singh S; Walker RL; Eastwood R; Quan H; | 39143621 ENCS |
| 10 | Myelin basic protein mRNA levels affect myelin sheath dimensions, architecture, plasticity, and density of resident glial cells | Bagheri H; Friedman H; Hadwen A; Jarweh C; Cooper E; Oprea L; Guerrier C; Khadra A; Collin A; Cohen-Adad J; Young A; Victoriano GM; Swire M; Jarjour A; Bechler ME; Pryce RS; Chaurand P; Cougnaud L; Vuckovic D; Wilion E; Greene O; Nishiyama A; Benmamar-Badel A; Owens T; Grouza V; Tuznik M; Liu H; Rudko DA; Zhang J; Siminovitch KA; Peterson AC; | 39023138 CSBN |
| 11 | Translating the Interplay of Cognition and Physical Performance in COPD and Interstitial Lung Disease: Meeting Report and Literature Review | Rozenberg D; Reid WD; Camp P; Campos JL; Dechman G; Davenport PW; Egan H; Fisher JH; Guenette JA; Gold D; Goldstein RS; Goodridge D; Janaudis-Ferreira T; Kaplan AG; Langer D; Marciniuk DD; Moore B; Orchanian-Cheff A; Otoo-Appiah J; Pepin V; Rassam P; Rotenberg S; Ryerson C; Spruit MA; Stanbrook MB; Stickland MK; Tom J; Wentlandt K; | 38901488 HKAP |
| 12 | An Automated Single-Cell Droplet-Digital Microfluidic Platform for Monoclonal Antibody Discovery | Ahmadi F; Tran H; Letourneau N; Little SR; Fortin A; Moraitis AN; Shih SCC; | 38441226 BIOLOGY |
| 13 | How to present work productivity loss results from clinical trials for patients and caregivers? A mixed methods approach | L' Heureux J; McTaggart-Cowan H; Johns G; Chen L; Steiner T; Tocher P; Sun H; Zhang W; | 37276772 JMSB |
| 14 | Surgical margin assessment of bone tumours: A systematic review of current and emerging technologies | Shoman H; Al-Kassmy J; Ejaz M; Matta J; Alakhras S; Kahla K; D' Acunto M; | 36845345 ENCS |
| 15 | Design Principles in mHealth Interventions for Sustainable Health Behavior Changes: Protocol for a Systematic Review | Yang L; Kuang A; Xu C; Shewchuk B; Singh S; Quan H; Zeng Y; | 36811938 ENCS |
| 16 | Developing EMR-based algorithms to Identify hospital adverse events for health system performance evaluation and improvement: Study protocol | Wu G; Eastwood C; Zeng Y; Quan H; Long Q; Zhang Z; Ghali WA; Bakal J; Boussat B; Flemons W; Forster A; Southern DA; Knudsen S; Popowich B; Xu Y; | 36197944 ENCS |
| 17 | Data Analysis and Knowledge Mining of Machine Learning in Soil Corrosion Factors of the Pipeline Safety | Zhao Z; Chen M; Fan H; Zhang N; | 35571701 ENCS |
| 18 | Application of Machine Learning in the Reliability Evaluation of Pipelines for the External Anticorrosion Coating | Zhao Z; Chen M; Fan H; Zhang N; | 35371236 ENCS |
| 19 | Consensus Statement Regarding the Application of Biogen to Health Canada for Approval of Aducanumab | Chertkow H; Rockwood K; Hogan DB; Phillips N; Montero-Odasso M; Amanullah S; Black S; Bocti C; Borrie M; Feldman H; Freedman M; Hsiung R; Kirk A; Masellis M; Nygaard H; Rajji T; Verret L; | 34912492 PSYCHOLOGY |
| 20 | COSORE: A community database for continuous soil respiration and other soil-atmosphere greenhouse gas flux data. | Bond-Lamberty B, Christianson DS, Malhotra A, Pennington SC, Sihi D, AghaKouchak A, Anjileli H, Altaf Arain M, Armesto JJ, Ashraf S, Ataka M, Baldocchi D, Andrew Black T, Buchmann N, Carbone MS, Chang SC, Crill P, Curtis PS, Davidson EA, Desai AR, Drake JE, El-Madany TS, Gavazzi M, Görres CM, Gough CM, Goulden M, Gregg J, Gutiérrez Del Arroyo O, He JS, Hirano T, Hopple A, Hughes H, Järveoja J, Jassal R, Jian J, Kan H, Kaye J, Kominami Y, Liang N, Lipson D, Macdonald CA, Maseyk K, Mathes K, Mauritz M, Mayes | 33026137 ENCS |
| 21 | Antagonistic interactions between two MAP kinase cascades in plant development and immune signaling. | Sun T, Nitta Y, Zhang Q, Wu D, Tian H, Lee JS, Zhang Y | 29789386 BIOLOGY |
| 22 | Effects of pool size and spacing on burning rate and flame height of two square heptane pool fires. | Wan H, Gao Z, Ji J, Zhang Y, Li K, Wang L | 30776594 ENCS |
| 23 | Mms21: A Putative SUMO E3 Ligase in Candida albicans That Negatively Regulates Invasiveness and Filamentation, and Is Required for the Genotoxic and Cellular Stress Response. | Islam A, Tebbji F, Mallick J, Regan H, Dumeaux V, Omran RP, Whiteway M | 30530734 PERFORM |
| Title: | Developing EMR-based algorithms to Identify hospital adverse events for health system performance evaluation and improvement: Study protocol | ||||
| Authors: | Wu G, Eastwood C, Zeng Y, Quan H, Long Q, Zhang Z, Ghali WA, Bakal J, Boussat B, Flemons W, Forster A, Southern DA, Knudsen S, Popowich B, Xu Y | ||||
| Link: | https://pubmed.ncbi.nlm.nih.gov/36197944/ | ||||
| DOI: | 10.1371/journal.pone.0275250 | ||||
| Publication: | PloS one | ||||
| Keywords: | |||||
| PMID: | 36197944 | Category: | Date Added: | 2022-10-05 | |
| Dept Affiliation: |
ENCS
1 Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. 2 Concordia Institute for Information Systems Engineering, Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, Quebec, Canada. 3 Department of Biochemistry and Molecular Biology, Department of Medical Genetics, Department of Mathematics and Statistics, University of Calgary, Calgary, Alberta, Canada. 4 Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada. 5 Hotchkiss Brain Institute, Calgary, Alberta, Canada. 6 Office of Vice President of Research & O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada. 7 Provincial Research Data Services, Data and Analytics, Alberta Health Services, Calgary, Alberta, Canada. 8 Alberta Health Services, Calgary, Alberta, Canada. 9 Clinical Epidemiology and Quality of Care Unit, University Grenoble Alpes, Faculty of Medicine, Grenoble University Hospital, France. 10 Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. 11 Department of Clinical Epidemiology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada. 12 Digital Design Department, IT University of Copenhagen, Copenhagen, Denmark. 13 Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. 14 Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. |
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Description: |
Background: Measurement of care quality and safety mainly relies on abstracted administrative data. However, it is well studied that administrative data-based adverse event (AE) detection methods are suboptimal due to lack of clinical information. Electronic medical records (EMR) have been widely implemented and contain detailed and comprehensive information regarding all aspects of patient care, offering a valuable complement to administrative data. Harnessing the rich clinical data in EMRs offers a unique opportunity to improve detection, identify possible risk factors of AE and enhance surveillance. However, the methodological tools for detection of AEs within EMR need to be developed and validated. The objectives of this study are to develop EMR-based AE algorithms from hospital EMR data and assess AE algorithm's validity in Canadian EMR data. Methods: Patient EMR structured and text data from acute care hospitals in Calgary, Alberta, Canada will be linked with discharge abstract data (DAD) between 2010 and 2020 (n~1.5 million). AE algorithms development. First, a comprehensive list of AEs will be generated through a systematic literature review and expert recommendations. Second, these AEs will be mapped to EMR free texts using Natural Language Processing (NLP) technologies. Finally, an expert panel will assess the clinical relevance of the developed NLP algorithms. AE algorithms validation: We will test the newly developed AE algorithms on 10,000 randomly selected EMRs between 2010 to 2020 from Calgary, Alberta. Trained reviewers will review the selected 10,000 EMR charts to identify AEs that had occurred during hospitalization. Performance indicators (e.g., sensitivity, specificity, positive predictive value, negative predictive value, F1 score, etc.) of the developed AE algorithms will be assessed using chart review data as the reference standard. Discussion: The results of this project can be widely implemented in EMR based healthcare system to accurately and timely detect in-hospital AEs. |
