8 Works

Machine learning algorithms to identify cluster randomized trials from MEDLINE and EMBASE

Ahmed A. Al-Jaishi, Monica Taljaard, Melissa D. Al-Jaishi, Sheikh S. Abdullah, Lehana Thabane, P. J. Devereaux, Stephanie N. Dixon & Amit X. Garg
Abstract Background Cluster randomized trials (CRTs) are becoming an increasingly important design. However, authors of CRTs do not always adhere to requirements to explicitly identify the design as cluster randomized in titles and abstracts, making retrieval from bibliographic databases difficult. Machine learning algorithms may improve their identification and retrieval. Therefore, we aimed to develop machine learning algorithms that accurately determine whether a bibliographic citation is a CRT report. Methods We trained, internally validated, and externally...

Association between metabolically healthy obesity and risk of atrial fibrillation: taking physical activity into consideration

Ruoting Wang, Ivan Olier, Sandra Ortega-Martorell, Yingxin Liu, Zebing Ye, Gregory YH Lip & Guowei Li
Abstract The modification of physical activity (PA) on the metabolic status in relation to atrial fibrillation (AF) in obesity remains unknown. We aimed to investigate the independent and joint associations of metabolic status and PA with the risk of AF in obese population. Based on the data from UK Biobank study, we used Cox proportional hazards models for analyses. Metabolic status was categorized into metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUO). PA was...

The reporting of pilot and feasibility studies in the top dental specialty journals is suboptimal

Mohammed I. U. Khan, Hartirath K. Brar, Cynthia Y. Sun, Rebecca He, Hussein A. El-Khechen, Katie Mellor, Lehana Thabane & Carlos Quiñonez
Abstract Background Pilot and feasibility studies (PAFS) are smaller investigations seeking to assess the feasibility of conducting a larger more definitive study. In late 2016, the CONSORT statement was extended to disseminate good practices for reporting of randomized pilot and feasibility trials. In this quality assurance review, we assessed whether PAFS in the top dental speciality journals adhere to good practices of conduct and reporting, by prioritizing assessment of feasibility and stating pre-defined progression criteria...

The reporting of pilot and feasibility studies in the top dental specialty journals is suboptimal

Mohammed I. U. Khan, Hartirath K. Brar, Cynthia Y. Sun, Rebecca He, Hussein A. El-Khechen, Katie Mellor, Lehana Thabane & Carlos Quiñonez
Abstract Background Pilot and feasibility studies (PAFS) are smaller investigations seeking to assess the feasibility of conducting a larger more definitive study. In late 2016, the CONSORT statement was extended to disseminate good practices for reporting of randomized pilot and feasibility trials. In this quality assurance review, we assessed whether PAFS in the top dental speciality journals adhere to good practices of conduct and reporting, by prioritizing assessment of feasibility and stating pre-defined progression criteria...

Association between metabolically healthy obesity and risk of atrial fibrillation: taking physical activity into consideration

Ruoting Wang, Ivan Olier, Sandra Ortega-Martorell, Yingxin Liu, Zebing Ye, Gregory YH Lip & Guowei Li
Abstract The modification of physical activity (PA) on the metabolic status in relation to atrial fibrillation (AF) in obesity remains unknown. We aimed to investigate the independent and joint associations of metabolic status and PA with the risk of AF in obese population. Based on the data from UK Biobank study, we used Cox proportional hazards models for analyses. Metabolic status was categorized into metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUO). PA was...

Machine learning algorithms to identify cluster randomized trials from MEDLINE and EMBASE

Ahmed A. Al-Jaishi, Monica Taljaard, Melissa D. Al-Jaishi, Sheikh S. Abdullah, Lehana Thabane, P. J. Devereaux, Stephanie N. Dixon & Amit X. Garg
Abstract Background Cluster randomized trials (CRTs) are becoming an increasingly important design. However, authors of CRTs do not always adhere to requirements to explicitly identify the design as cluster randomized in titles and abstracts, making retrieval from bibliographic databases difficult. Machine learning algorithms may improve their identification and retrieval. Therefore, we aimed to develop machine learning algorithms that accurately determine whether a bibliographic citation is a CRT report. Methods We trained, internally validated, and externally...

Randomized Controlled Trial Comparing the Clinical Effectiveness of Collagenase Injection (Xiaflex®) and Palmar Fasciectomy in the Management of Dupuytren's Contracture

Achilles Thoma, Jessica Murphy, Lucas Gallo, Bimpe Ayeni & Lehana Thabane
Introduction: Limited palmar fasciectomy (LPF) and collagenase injection (CI) are the most common procedures to manage symptoms of Dupuytren's Disease. This randomized controlled trial (RCT) aimed to directly compare patient outcomes 12 months following CI and LPF. Methods: Twenty-two patients with Dupuytren's Disease were randomized to either LPF or CI. The primary outcome was health state measured by the Michigan Hand Questionnaire. Secondary outcomes were health status (The Health Utility Index-3), function (The Unité Rhumatologique...

Randomized Controlled Trial Comparing the Clinical Effectiveness of Collagenase Injection (Xiaflex®) and Palmar Fasciectomy in the Management of Dupuytren's Contracture

Achilles Thoma, Jessica Murphy, Lucas Gallo, Bimpe Ayeni & Lehana Thabane
Introduction: Limited palmar fasciectomy (LPF) and collagenase injection (CI) are the most common procedures to manage symptoms of Dupuytren's Disease. This randomized controlled trial (RCT) aimed to directly compare patient outcomes 12 months following CI and LPF. Methods: Twenty-two patients with Dupuytren's Disease were randomized to either LPF or CI. The primary outcome was health state measured by the Michigan Hand Questionnaire. Secondary outcomes were health status (The Health Utility Index-3), function (The Unité Rhumatologique...

Registration Year

  • 2023
    2
  • 2022
    6

Resource Types

  • Collection
    8

Affiliations

  • St Joseph's Health Centre
    8
  • McMaster University
    8
  • St. Joseph’s Healthcare Hamilton
    6
  • Hamilton Health Sciences
    6
  • Population Health Research Institute
    6
  • University of Cape Town
    6
  • University of Johannesburg
    6
  • Stellenbosch University
    6
  • St Joseph's Health Care
    6
  • Liverpool Heart and Chest Hospital
    2