selected scholarly activity
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chapters
- A Primer on Biostatistics. 590-608. 2022
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conferences
- Enhancing Large Language Models with Human Expertise for Disease Detection in Electronic Health Records. Proceedings - 2024 IEEE International Conference on Digital Health, ICDH 2024. 129-131. 2024
- Equitable Allocation of Scarce Resources During the Covid-19 Pandemic: A Case Study for Convalescent Plasma Distribution. Proceedings - Winter Simulation Conference. 982-993. 2023
- An evaluation of the clinical impacts of 7‐day platelets. Transfusion. 480-493. 2023
- Transfusion Reactions Following the Implementation of Seven Day Platelets. Transfusion. 256A-256A. 2020
- Perioperative Eltrombopag or Intravenous Immune Globulin for Patients with Immune Thrombocytopenia: A Multicenter Randomized Trial. Blood. 896-896. 2019
- Predictors of Bleeding in the Perioperative Anticoagulant Use for Surgery Evaluation (PAUSE) Study. Blood. 710-710. 2019
- Sex‐mismatched red blood cell transfusions and mortality: A systematic review and meta‐analysis. Vox Sanguinis. 505-516. 2019
- Perioperative Anticoagulant Use for Surgery Evaluation (PAUSE) Study: A Perioperative Management Plan for Patients with Atrial Fibrillation Who Are Receiving a Direct Oral Anticoagulant. Blood. 2018
- Urgent Management of Bleeding in Immune Thrombocytopenia: Towards a Standardized Protocol in the Emergency Department. Blood. 3517-3517. 2018
- Autoantibodies to thrombopoietin and the thrombopoietin receptor in patients with immune thrombocytopenia. Blood. 234-241. 2018
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journal articles
- Adjudication of Codes for Identifying Sepsis in Hospital Administrative Data by Expert Consensus.. Critical Care Medicine. 52:1845-1855. 2024
- Privacy-preserving federated data access and federated learning: Improved data sharing and AI model development in transfusion medicine.. Transfusion. 2024
- Periprocedural management of direct oral anticoagulants in patients with atrial fibrillation and active cancer. Journal of Thrombosis and Haemostasis. 22:727-737. 2024
- Demand forecasting for platelet usage: From univariate time series to multivariable models. PLoS ONE. 19:e0297391-e0297391. 2024
- Deep learning for platelet transfusion. Blood. 142:2231-2232. 2023
- An unsupervised learning approach to identify immunoglobulin utilization patterns using electronic health records. Transfusion. 63:2234-2247. 2023
- Data-driven fair resource allocation for novel emerging epidemics: a COVID-19 Convalescent Plasma case study. INFOR: Information Systems and Operational Research. 61:559-588. 2023
- Blood Demand Forecasting and Supply Management: An Analytical Assessment of Key Studies Utilizing Novel Computational Techniques. Transfusion Medicine Reviews. 37:150768-150768. 2023
- P‐TS‐10 | An Unsupervised Learning Approach to Identify Immunoglobulin Utilization Patterns Using Electronic Health Records. Transfusion. 63:261A-262A. 2023
- Immunoglobulin utilization in Canada: a comparative analysis of provincial guidelines and a scoping review of the literature. Allergy, Asthma and Clinical Immunology. 19:85. 2023
- Lung ultrasound: A comparison of image interpretation accuracy between curvilinear and phased array transducers. Australasian Journal of Ultrasound in Medicine. 26:150-156. 2023
- Do Children With an Allergic Transfusion Reaction Require Premedication For All Blood Products?. Journal of Pediatric Hematology/Oncology. 45:e578-e581. 2023
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KEL1 negative red cell transfusions for females of current or futurechild‐bearing potential: A clinical impact and feasibility study. Transfusion. 63:59-68. 2023 - Rituximab Toxicity after Preemptive or Therapeutic Administration for Post-Transplant Lymphoproliferative Disorder. Transplantation and Cellular Therapy. 29:43.e1-43.e8. 2023
- “Development and internal validation of a clinical prediction model for the diagnosis of immune thrombocytopenia”: reply. Journal of Thrombosis and Haemostasis. 21:185-185. 2023
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A
data‐informed system to manage scarce blood product allocation in a randomized controlled trial of convalescent plasma. Transfusion. 62:2525-2538. 2022 - Coagulation assays and direct oral anticoagulant levels among patients having an elective surgery or procedure. Journal of Thrombosis and Haemostasis. 20:2953-2963. 2022
- Development and internal validation of a clinical prediction model for the diagnosis of immune thrombocytopenia. Journal of Thrombosis and Haemostasis. 20:2988-2997. 2022
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Hospital red blood cell and platelet supply and utilization from March to December of the first year of the
COVID ‐19 pandemic: TheBEST collaborative study. Transfusion. 62:1559-1570. 2022 - Database‐driven research and big data analytic approaches in transfusion medicine. Transfusion. 62:1427-1434. 2022
- Cost-effectiveness of eltrombopag vs intravenous immunoglobulin for the perioperative management of immune thrombocytopenia. Blood Advances. 6:785-792. 2022
- Author Correction: Convalescent plasma for hospitalized patients with COVID-19: an open-label, randomized controlled trial. Nature Medicine. 28:212-212. 2022
- From demand forecasting to inventory ordering decisions for red blood cells through integrating machine learning, statistical modeling, and inventory optimization. Transfusion. 62:87-99. 2022
- Reply to: Concerns about estimating relative risk of death associated with convalescent plasma for COVID-19. Nature Medicine. 28:53-58. 2022
- Convalescent plasma for hospitalized patients with COVID-19: an open-label, randomized controlled trial. Nature Medicine. 27:2012-2024. 2021
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Necrotizing enterocolitis and mortality after transfusion of
ABO non‐identical blood. Transfusion. 61:3094-3103. 2021 - Platelet variability index: a measure of platelet count fluctuations in patients with immune thrombocytopenia. Blood Advances. 5:4256-4264. 2021
- Performance characteristics of platelet autoantibody testing for the diagnosis of immune thrombocytopenia using strict clinical criteria. British Journal of Haematology. 194:439-443. 2021
- From Pathways to Practice: Impact of Implementing Mobilization Recommendations in Head and Neck Cancer Surgery with Free Flap Reconstruction. Cancers. 13:2890-2890. 2021
- Impact of Early Mobilization on Recovery after Major Head and Neck Surgery with Free Flap Reconstruction. Cancers. 13:2852-2852. 2021
- A decision integration strategy for short-term demand forecasting and ordering for red blood cell components. Operations Research for Health Care. 29:100290-100290. 2021
- Convalescent plasma for adults with acute COVID-19 respiratory illness (CONCOR-1): study protocol for an international, multicentre, randomized, open-label trial. Trials. 22:323. 2021
- A physician survey of perioperative neuraxial anesthesia management in patients on a direct oral anticoagulant. Research and Practice in Thrombosis and Haemostasis. 5:159-167. 2021
- Cluster‐randomized trials in transfusion medicine. Transfusion. 60:2470-2473. 2020
- Predictors of Bleeding in the Perioperative Anticoagulant Use for Surgery Evaluation Study. Journal of the American Heart Association. 9:e017316. 2020
- Perioperative oral eltrombopag versus intravenous immunoglobulin in patients with immune thrombocytopenia: a non-inferiority, multicentre, randomised trial. The Lancet Haematology. 7:e640-e648. 2020
- Predictors of preprocedural direct oral anticoagulant levels in patients having an elective surgery or procedure. Blood Advances. 4:3520-3527. 2020
- Effect of Direct Oral Anticoagulant, Patient, and Surgery Characteristics on Clinical Outcomes in the Perioperative Anticoagulation Use for Surgery Evaluation Study. TH Open. 04:e255-e262. 2020
- Management of major bleeds in patients with immune thrombocytopenia. Journal of Thrombosis and Haemostasis. 18:1783-1790. 2020
- Combination of two complementary automated rapid assays for diagnosis of heparin‐induced thrombocytopenia (HIT). Journal of Thrombosis and Haemostasis. 18:1435-1446. 2020
- Not all red cell concentrate units are equivalent: international survey of processing and in vitro quality data. Vox Sanguinis. 114:783-794. 2019
- Perioperative Management of Patients With Atrial Fibrillation Receiving a Direct Oral Anticoagulant. JAMA Internal Medicine. 179:1469-1469. 2019
- Neutrophil and Monocyte Counts in Heparin-Induced Thrombocytopenia. Thrombosis and Haemostasis. 119:941-951. 2019
- Peri-Operative Eltrombopag or Immune Globulin for Patients with Immune Thrombocytopaenia (The Bridging ITP Trial): Methods and Rationale. Thrombosis and Haemostasis. 119:500-507. 2019
- Optimising key performance indicator adherence with application to emergency department congestion. European Journal of Operational Research. 272:313-323. 2019
- Systematic review of rituximab for autoimmune diseases: a potential alternative to intravenous immune globulin. Transfusion. 58:2729-2735. 2018
- Erratum to: The Perioperative Anticoagulant Use for Surgery Evaluation (PAUSE) Study for Patients on a Direct Oral Anticoagulant who Need an Elective Surgery or Procedure: Design and Rationale. Thrombosis and Haemostasis. 118:1679-1680. 2018
- Nonlinear Accumulating Priority Queues with Equivalent Linear Proxies. Operations Research. 65:1712-1721. 2017
- Misdiagnosis of primary immune thrombocytopenia and frequency of bleeding: lessons from the McMaster ITP Registry. Blood Advances. 1:2414-2420. 2017
- The association between platelet transfusions and bleeding in critically ill patients with thrombocytopenia. Research and Practice in Thrombosis and Haemostasis. 1:103-111. 2017
- The Perioperative Anticoagulant Use for Surgery Evaluation (PAUSE) Study for Patients on a Direct Oral Anticoagulant Who Need an Elective Surgery or Procedure: Design and Rationale. Thrombosis and Haemostasis. 117:2415-2424. 2017
- Multi-server accumulating priority queues with heterogeneous servers. European Journal of Operational Research. 252:866-878. 2016
- Involvement of Caveolin-1 in CD83 Internalization in Mouse Dendritic Cells. Cell Transplantation. 24:1395-1404. 2015
- Erratum. Stem Cells. 31:1030-1030. 2013
- Endothelial Nitric Oxide Synthase Promotes Bone Marrow Stromal Cell Migration to the Ischemic Myocardium via Upregulation of Stromal Cell-Derived Factor-1α . Stem Cells. 27:961-970. 2009
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preprints
- Data-driven Fair Resource Allocation For Novel Emerging Epidemics: A COVID-19 Convalescent Plasma Case Study 2021
- Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models 2021
- A decision integration strategy for short-term demand forecasting and ordering for red blood cell components 2020
- Optimal Ordering Policy for Perishable Products by Incorporating Demand Forecasts