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Can supervised deep learning architecture outperform autoencoders in building propensity score models for matching?

BMC medical research methodology, 2024-08, Vol.24 (1), p.167-10, Article 167

Karim, Mohammad Ehsanul

2024

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Patterns and determinants of adherence to colorectal cancer primary and secondary prevention recommendations in the BC Generations Project

Health promotion and chronic disease prevention in Canada, 2022-02, Vol.42 (2), p.79-93

2022

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Evaluation of the Performance of a Multiplexed Serological Assay in the Detection of SARS-CoV-2 Infections in a Predominantly Vaccinated Population

Microbiology spectrum, 2022-02, Vol.10 (1), p.e0145421

2022

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Association between use of interferon beta and progression of disability in patients with relapsing-remitting multiple sclerosis

JAMA : the journal of the American Medical Association, 2012-07, Vol.308 (3), p.247

2012

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Can We Train Machine Learning Methods to Outperform the High-dimensional Propensity Score Algorithm?

Epidemiology (Cambridge, Mass.), 2018-03, Vol.29 (2), p.191-198

2018

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Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis

PloS one, 2023-09, Vol.18 (9), p.e0291997-e0291997

2023

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Are perceived barriers to accessing health care associated with inadequate antenatal care visits among women of reproductive age in Rwanda?

BMC pregnancy and childbirth, 2020-02, Vol.20 (1), p.88-88, Article 88

2020

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Analysis approaches to address treatment nonadherence in pragmatic trials with point-treatment settings: a simulation study

BMC medical research methodology, 2022-02, Vol.22 (1), p.46-46, Article 46

2022

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Receipt of Opioid Agonist Treatment in provincial correctional facilities in British Columbia is associated with a reduced hazard of nonfatal overdose in the month following release

PloS one, 2024-07, Vol.19 (7), p.e0306075

2024

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The association between HIV self-test awareness and recent HIV testing uptake in the male population in Gambia: data analysis from 2019-2020 demographic and health survey

BMC infectious diseases, 2023-05, Vol.23 (1), p.360-360, Article 360

2023

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When does the use of individual patient data in network meta-analysis make a difference? A simulation study

BMC medical research methodology, 2021-01, Vol.21 (1), p.21-21, Article 21

2021

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The randomization-induced risk of a trial failing to attain its target power: assessment and mitigation

Trials, 2019-06, Vol.20 (1), p.360-360, Article 360

2019

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Explaining the variation in the attained power of a stepped-wedge trial with unequal cluster sizes

BMC medical research methodology, 2020-06, Vol.20 (1), p.166-166, Article 166

2020

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Application of decision tree-based techniques to veneer processing

Journal of wood science, 2020-12, Vol.66 (1), p.1-8, Article 54

2020

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Marginal Structural Cox Models for Estimating the Association Between β-Interferon Exposure and Disease Progression in a Multiple Sclerosis Cohort

American journal of epidemiology, 2014-07, Vol.180 (2), p.160-171

2014

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Influence of chronic hepatitis C infection on the monocyte-to-platelet ratio: data analysis from the National Health and Nutrition Examination Survey (2009-2016)

BMC public health, 2021-07, Vol.21 (1), p.1388-1388, Article 1388

2021

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Comparative efficacy, tolerability and safety of dolutegravir and efavirenz 400mg among antiretroviral therapies for first-line HIV treatment: A systematic literature review and network meta-analysis

EClinicalMedicine, 2020-11, Vol.28, p.100573, Article 100573

2020

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Comparing the use of aggregate data and various methods of integrating individual patient data to network meta-analysis and its application to first-line ART

BMC medical research methodology, 2021-03, Vol.21 (1), p.60-15, Article 60

2021

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Multimorbidity prevalence in Canada: a comparison of Northern Territories with Provinces, 2013/14

International journal of circumpolar health, 2019-01, Vol.78 (1), p.1607703

2019

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Accurate classification of carotid endarterectomy indication using physician claims and hospital discharge data

BMC health services research, 2022-03, Vol.22 (1), p.379-379, Article 379

2022

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Does Vaccination Protect against Human Papillomavirus-Related Cancers? Preliminary Findings from the United States National Health and Nutrition Examination Survey (2011-2018)

Vaccines (Basel), 2022-12, Vol.10 (12), p.2113

2022

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Are higher antibody levels against seasonal human coronaviruses associated with a more robust humoral immune response after SARS-CoV-2 vaccination?

Frontiers in immunology, 2022-09, Vol.13, p.954093-954093

2022

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Correlation of SARS-CoV-2 Viral Neutralizing Antibody Titers with Anti-Spike Antibodies and ACE-2 Inhibition among Vaccinated Individuals

Microbiology spectrum, 2022-10, Vol.10 (5), p.e0131522-e0131522

2022

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Sex and age differences in the Multiple Sclerosis prodrome

Frontiers in neurology, 2022-11, Vol.13, p.1017492-1017492

2022

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Nephrology consultation and mortality in people with stage 4 chronic kidney disease: a population-based study

Canadian Medical Association journal (CMAJ), 2019-03, Vol.191 (10), p.E274-E282

2019

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Can supervised deep learning architecture outperform autoencoders in building propensity score models for matching?

Patterns and determinants of adherence to colorectal cancer primary and secondary prevention recommendations in the BC Generations Project

Evaluation of the Performance of a Multiplexed Serological Assay in the Detection of SARS-CoV-2 Infections in a Predominantly Vaccinated Population

Association between use of interferon beta and progression of disability in patients with relapsing-remitting multiple sclerosis

Can We Train Machine Learning Methods to Outperform the High-dimensional Propensity Score Algorithm?

Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis

Are perceived barriers to accessing health care associated with inadequate antenatal care visits among women of reproductive age in Rwanda?

Analysis approaches to address treatment nonadherence in pragmatic trials with point-treatment settings: a simulation study

Receipt of Opioid Agonist Treatment in provincial correctional facilities in British Columbia is associated with a reduced hazard of nonfatal overdose in the month following release

The association between HIV self-test awareness and recent HIV testing uptake in the male population in Gambia: data analysis from 2019-2020 demographic and health survey

When does the use of individual patient data in network meta-analysis make a difference? A simulation study

The randomization-induced risk of a trial failing to attain its target power: assessment and mitigation

Explaining the variation in the attained power of a stepped-wedge trial with unequal cluster sizes

Application of decision tree-based techniques to veneer processing

Marginal Structural Cox Models for Estimating the Association Between β-Interferon Exposure and Disease Progression in a Multiple Sclerosis Cohort

Influence of chronic hepatitis C infection on the monocyte-to-platelet ratio: data analysis from the National Health and Nutrition Examination Survey (2009-2016)

Comparative efficacy, tolerability and safety of dolutegravir and efavirenz 400mg among antiretroviral therapies for first-line HIV treatment: A systematic literature review and network meta-analysis

Comparing the use of aggregate data and various methods of integrating individual patient data to network meta-analysis and its application to first-line ART

Multimorbidity prevalence in Canada: a comparison of Northern Territories with Provinces, 2013/14

Accurate classification of carotid endarterectomy indication using physician claims and hospital discharge data

Does Vaccination Protect against Human Papillomavirus-Related Cancers? Preliminary Findings from the United States National Health and Nutrition Examination Survey (2011-2018)

Are higher antibody levels against seasonal human coronaviruses associated with a more robust humoral immune response after SARS-CoV-2 vaccination?

Correlation of SARS-CoV-2 Viral Neutralizing Antibody Titers with Anti-Spike Antibodies and ACE-2 Inhibition among Vaccinated Individuals

Sex and age differences in the Multiple Sclerosis prodrome

Nephrology consultation and mortality in people with stage 4 chronic kidney disease: a population-based study

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