プロフィール詳細

プロジェクトを作成

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Dr. Somyeh M.に依頼

Canada

Biostatistician with 10+ yrs experience | Survival, Longitudinal & Spatio-temporal Analysis | R, SAS, SPSS, Stata, Mplus

プロフィール概要

I am a biostatistician with a PhD in Biostatistics and over 10 years of experience in clinical, epidemiological, and public health research. I am currently an associate researcher at the University of British Columbia. My core methodological expertise spans survival analysis, longitudinal data analysis, spatial and spatio-temporal modeling, Bayesian inference, joint modeling of longitudinal and survival outcomes, structural equation modeling, and latent class/growth mixture modeling. I have authored or co-authored over 70 peer-reviewed publications. I serve as an editorial board member for several journals (including PLOS One, BMC Public Health, and Trials) and as a peer reviewer for 50+ manuscripts, and I'm a co-investigator on several CIHR-funded research projects. I am available for statistical analysis and study design, predictive modeling, manuscript and grant statistical support, and editorial/peer review consulting.

専門分野

• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Data Management
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Study Design
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Trend Analysis
• ☆ Python
• ☆ SPSS
• ☆ SAS
• ☆ STATA
• ☆ R
• ☆ Clinical Trials
• ☆ Clinical Trial Site Selection & Monitoring
• ☆ Clinical Trials Data Analysis
• ☆ Public Health
• ☆ Epidemiology
• ☆ Environmental Epidemiology
• ☆ Quality of Life Assessment
• ☆ Peer Review
• ☆ Research Methodology

サービス

• Writing

Writing Clinical Trial Documentation, Medical Writing, General Proofreading & Editing

職務経験

Postdoctoral Researcher/Associate Researcher

University of British Columbia

7月 2022 - 現在

Postdoctoral Researcher

University of Manitoba

1月 2021 - 2月 2022

Faculty member (Lecturer)

Qom University of Medical Sciences

1月 2013 - 10月 2020

学歴

Doctor of Philosophy in Biostatistics

Shahid Beheshti University of Medical Sciences

1月 2015 - 8月 2020

Master of Science in Biostatistics

Isfahan University of Medical Sciences

1月 2009 - 1月 2012

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Somayeh Momenyan, Alaa Oteir, Herbert Chan, Shannon Erdelyi, Lulu X. Pei, Lina Jae, John A. Taylor, John A. Staples, Jeffrey R. Brubacher (2025). Longitudinal modeling of health-related quality of life trajectories over 12 months following road trauma . PLOS One.

Somayeh Momenyan, Ariel Cheung, Herbert Chan, Lina Jae, John Taylor, John Staples, Devin Harris, Jeffrey Brubacher (2025). Predictors of Acute and Chronic PTSD in Road Trauma Survivors: Insights from a 12-Month Cohort Study . Psychology Research and Behavior Management.

Somayeh Momenyan, Herbert Chan, Lina Jae, John Taylor, John Staples, Devin Harris, Jeffrey Brubacher (2025). Determinants of Economic Costs Following Road Traffic Injuries in Canada: A Quantile Regression Forests Machine Learning Approach . ClinicoEconomics and Outcomes Research.

Somayeh Momenyan, Farzane Ahmadi, Jalal Poorolajal (2022). Competing risks model for clustered data based on the subdistribution hazards with spatial random effects . Journal of Applied Statistics.

Somayeh Momenyan (2021). Joint analysis of longitudinal measurements and spatially clustered competing risks HIV/AIDS data . Statistics in Medicine.

Somayeh Momenyan, Jalal Poorolajal (2020). Modeling of spatio-temporally clustered survival HIV/AIDS data in the presence of competing risks setting . Spatial Statistics.

(2017). Effect of Scrophularia striata plant on episiotomy wound healing in primiparous women . Iranian Journal of Obstetrics, Gynecology and Infertility.

(2017). Predictive Validity and Inter-Rater Reliability of the Persian Version of Full Outline of Unresponsiveness Among Unconscious Patients with Traumatic Brain Injury in an Intensive Care Unit . Neurocritical care.

(2017). Reliability and predictive validity of outcome at discharge of Glascow coma scale in an intensive care unit population . Koomesh.

(2016). An Investigation of the Prevalence of Antibiotic Resistance in Enterococcus Species Isolated from Delivery Room of University Hospital of Qom City, 2015, Iran . Qom University of Medical Sciences Journal.

(2016). Analgesic Prescription Pattern in Endodontic Treatments by General Dental Practitioners of Qom City, 2015, Iran . Qom Univ Med Sci.

(2016). Relationship between Urbanization and Cancer Incidence in Iran Using Quantile Regression . Asian Pacific journal of cancer prevention.

(2016). The Prevalence of Edentulism among Patients Over 35 Years of Age Referring to the Selected Dental Clinics in Qom City, Iran, 2014 . Qom Univ Med Sci J.

(2016). The Relationship Between Fatigue and Job Content with Musculoskeletal Disorders Among Nurses . Jundishapur Journal of Health Sciences.

(2016). The examination of relationship between socioeconomic factors and number of tuberculosis using quantile regression model for count data in Iran 2010-2011 . Medical Journal of the Islamic Republic of Iran.

(2015). Chronic manganese exposure: The assessment of psychological symptoms among manganese mineworkers . International Academic Journal of Social Sciences.

(2015). General Health status of workers among different workplaces in Qom Province, Iran . Electronic physician.

(2015). Prevalence and factors associated with cheating among students of Qom University of Medical Sciences . Journal of Medical Education Development.

(2014). Prediction of breast self-examination in a sample of nursing and midwifery students Qom city using health belief model, Iran . QOM UNIVERSITY OF MEDICAL SCIENCES JOURNAL.

(2014). Study of the Relationship between the Severity of Postpartum Urinary Incontinence and Parity and the Quality of Life in Multiparous Women . Iranian Journal of Obstetrics, Gynecology and Infertility.

(2013). Multivariate poisson-lognormal model for modeling related factors in crash frequency by severity . International Journal of Environmental Health Engineering.