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TriNetX Inc greedy-nearest-neighbor matching algorithm
Greedy Nearest Neighbor Matching Algorithm, supplied by TriNetX Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/nearest+neighbor+algorithm/greedy+nearest+neighbor+matching/pm40073712-62-3-36
Average 90 stars, based on 1 article reviews
greedy-nearest-neighbor matching algorithm - by Bioz Stars, 2026-09
90/100 stars

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Article Title: Hysterectomy and Myomectomy versus Uterine Artery Embolization for Symptomatic Fibroids and Adenomyosis: National and Regional Trends and Adverse Events in 70,000 Patients.
Article Snippet: Materials and Methods: This observational study identified all women who underwent UAE, myomectomy, or hysterectomy for fibroids or adenomyosis from 2016 to 2019 in the United States, using TriNetX, a multi-institution database of anonymous health records, yielding 78,758 patients, (UAE, 2,505; hysterectomy, 60,333; myomectomy, 15,920).. Regional procedure utilization was assessed.. Length of stay (LOS), reintervention, and postprocedural adverse events including pelvic floor prolapse and intestinal obstruction were compared.

Article Title: Serum troponin testing and adverse cardiovascular outcomes in supraventricular tachycardia: A retrospective study from TriNetX.
Article Snippet: American Journal of Emergency Medicine 95 (2025) 7–15 Contents lists available at ScienceDirect American Journal of Emergency Medicine j ourna l homepage: www.e lsev ie r .com/ locate /a jem Serum troponin testing and adverse cardiovascular outcomes in supraventricular tachycardia: A retrospective study from TriNetX Samantha Camp, BA a, ⁎, a University of Maryland School of Medicine, MD, USA Ameen Elhamdani, BS b, c , b Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA c Department of Emergency Medicine, University of Maryland School of Medicine, MD, USA Samrawit Zinabu, MDh , h Department of Internal Medicine, Howard University, Washington, DC, USA Patrick McGinnis, BS a , Nateniel Mearns-Escobar b,c , Miriam Michael, MDh,i , i Department of Internal Medicine, University of Maryland Medical Center Midtown Campus, Baltimore, MD, USA Ali Pourmand, MD MPH f , f Department of Emergency Medicine, George Washington University School of Medicine and Health Sciences, Washington, DC, USA Becker A. Brent, M D g , g Department of Emergency Medicine, WellSpan York Hospital, York, PA, USA Bennett A. Myers, MDd , d Department of Medicine, University Maryland School of Medicine, Baltimore, MD, USA Quincy K. Tran, MD PhD b,c,d,e e Program In Trauma, The R Adam Cowley Shock Trauma Center, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, US A ⁎ Corresponding author at: 22 South Greene Street, Sui E-mail addresses: samantha.camp@som.umaryland.ed MMichael@som.umaryland.edu (M. Michael), pourmand@ qtran@som.umaryland.edu (Q.K.. Tran). https://doi.org/10.1016/j.ajem.2025.04.067 0735-6757/© 2025 Published by Elsevier Inc. a b s t r a c t a r t i c l e i n f o Article history: Received 14 January 2025 Received in revised form 24 April 2025 Accepted 27 April 2025 Available online xxxx Keywords: SVT Troponin Introduction: Emergency department (ED) patients presenting with supraventricular tachycardia (SVT) often undergo laboratory testing, including troponin levels, despite previous literature suggesting an overall low prevalence of major adverse cardiac events (MACE) in this population.. Better understanding of the prognostic utility of troponin in patients with SVT may help optimize disposition of these patients.

Article Title: Is antibiotic prophylaxis necessary for anterior epistaxis with packing? Insights from a large database.
Article Snippet: Article history: Received 11 January 2025 Received in revised form 17 March 2025 Accepted 18 March 2025 Available online xxxx

Article Title: Sodium Glucose Cotransporter 2 inhibitors in Patients with Amyloidosis With or Without Heart Failure
Article Snippet: TriNetX uses greedy nearest neighbor matching with a caliper of 0.1 pooled standard deviations, and for most baseline characteristics, the effect size was below 0.2 was considered well-matched.

Article Title: Exploring the Effects of Glucagon-like Peptide-1 Receptor Agonists on Ventricular Arrhythmias: A Propensity Score-Matched Analysis.
Article Snippet: Min Choon Tan MD, Aravinthan Vignarajah MD, Yong Hao Yeo MBBS, Justin Z. Lee MD, 3 Andrea M. Russo MD, Luis R. Scott MD ,Dan Sorajja MD 4 5 1 Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA 6 2 Department of Medicine, Cleveland Clinic Fairview Hospital, Cleveland, OH, USA 7 3 Department of Internal Medicine/Pediatrics, Beaumont Health, Royal Oak, MI, USA 8 4 Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, USA 9 5 Department of Cardiovascular Medicine, Cooper University Hospital, Camden, NJ, USA 10 11

Article Title: Impact of sulfonamide allergy label on clinical outcomes of acute cystitis: a retrospective matched cohort study
Article Snippet: TriNetX generates a propensity score for each patient and uses a ‘greedy nearest‐neighbour matching’ with a calliper of 0.1 pooled standard deviations (SDs) to identify matched subsets.

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Article Title: Total knee arthroplasty outcomes in patients with a history of radiation therapy.
Article Snippet: According to the Centers for Disease Control and Prevention (CDC), the estimated annual incidence of new cancer diagnoses within the United States is expected to reach approximately 2.3 million by 2050 [1].. With population growth, aging, and improvements in early detection and treatment, the number of cancer survivors continues to grow as well [2].. Given these projections and the ongoing growth in total knee arthroplasty (TKA) procedural volume [3], adult reconstruction surgeons are becoming more likely to manage patients with end stage knee osteoarthritis (OA) with a history of cancer.

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Article Title: Association of antidiabetic medications with depression risk and All-Cause mortality in type 2 Diabetes: A TriNetX-Based cohort study.
Article Snippet: .. Propensity scores were generated and 1:1 matching was performed using TriNetX’s built-in capability, employing a greedy nearest neighbor matching algorithm. ..



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