Meng Qian

Meng Qian

New York, New York, United States
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About

Seven years of working experience and over four years of Ph.D. training in the…

Activity

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Experience

  • Daiichi Sankyo, Inc. Graphic

    Daiichi Sankyo, Inc.

    New Jersey, United States

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    New Jersey, United States

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    Princeton, New Jersey

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    Greater New York City Area

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    New York City

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    New York

Education

  • New York University Graphic

    New York University

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    Activities and Societies: Member of American Statistical Association. Member of International Biometric Society Eastern North American Region. Member of International Chinese Statistical Association. Volunteer at the 20th Applied Statistics Symposium of the International Chinese Statistical Association, 6/2011, New York, NY.

    Selected Courses: Statistical Learning and Data Mining, Statistical Inference, Statistical modeling, Bayesian Data Analysis, Survival Analysis, Longitudinal Data Analysis, Categorical Data Analysis, Linear Regression, Stochastic Processes, Time Series Data, Epidemiologic Methods.

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Licenses & Certifications

  • SAS advanced programmer certificate

    SAS corporation

    Issued Expires

  • SAS base programmer certificate

    SAS corporation

Publications

  • Detection of third and sixth cranial nerve palsies with a novel method for eye tracking while watching a short film clip

    J Neurosurg.

    Other authors
    • Smith RT
    • Samadani U
    • Farooq S
    • Ritlop R
    • and so on

  • Development of a Melanoma Risk Prediction Model Incorporating MC1R Genotype and Indoor Tanning Exposure: Impact of Mole Phenotype on Model Performance

    PLOS one

    Other authors
    • Lauren A Penn
    • Enhan Zhang
    • Elise Ng
    • Yongzhao Shao
    • Marianne Berwick
    • DeAnn Lazovich
    • David Polsky

  • Prospective Study of Police Officer Spouse/Partners: A New Pathway to Secondary Trauma and Relationship Violence?

    PLOS One

    Other authors
    • Susan M. Meffert
    • Clare Henn-Haase
    • Thomas J. Metzler
    • et al.

  • Hyponatremia: A Risk Factor for Early Overt Encephalopathy after Transjugular Intrahepatic Portosystemic Shunt Creation

    Journal of Clinical Medicine

    Other authors
    • Jonathan Merola
    • Noami Chaudhary
    • Alexander Jow
    • Samuel Sigal

  • On Rotational Robustness of Shapiro-Wilk Type Tests for Multivariate Normality

    open journal of statistics

    Other authors
    • Richie Lee
    • Yongzhao Shao

  • Mitotic rate in melanoma: prognostic value of immunostaining and computer-assisted image analysis

    the American Journal of Surgical Pathology

    Other authors
    • Christopher Stephen Hale,
    • Michelle W. Ma,
    • Yongzhao Shao,
    • Iman Osman
    • David Polsky
    • Farbod Darvishian
    See publication

  • A likelihood ratio test for goodness-of-fit of recessive and dominant models for case-control studies

    The Canadian Journal of Statistics

    Other authors
    • Yongzhao Shao
    See publication

  • A likelihood ratio test for Genome-Wide Association under Genetic Heterogeneity.

    Annals of Human Genetics

    Qian M and Shao Y. (2013). A likelihood ratio test for Genome-Wide Association under Genetic Heterogeneity. Annals of Human Genetics, 77(2):174-182.

    Other authors
    • Yongzhao Shao
    See publication

  • Breast carcinoma with tubulopapillary features: a variant of papillary carcinoma with a stronger correlation with predictors of adverse prognosis

    International Journal of Surgical Pathology

    Other authors
    • Darvishian, Farbod
    • Cangiarella, Joan

  • Clinicopathological characteristics at primary melanoma diagnosis as risk factors for brain metastasis

    Melanoma Research.

    Other authors
    • Michelle W Ma
    • Yongzhao Shao
    • Iman Osman

  • Disparities in access to health care in three French regions

    Health Policy

    Other authors
    • Michael Gusmano
    • Victor Rodwin
    • Weisz Daniel
    • Pierre Verger

  • Immune response in melanoma: an in-depth analysis of the primary tumor and corresponding sentinel lymph node

    Modern pathology

    Ma MW, Medicherla RC, Qian M, Vega-Saenz de Miera E, Friedman EB, Berman RS, Shapiro RL, Pavlick AC, Ott PA, Bhardwaj N, Shao Y, Osman I, Darvishian F. (2012). Immune response in melanoma: an in-depth analysis of the primary tumor and corresponding sentinel lymph node. Modern Pathology, 25(7):1000-10.

    Other authors
    • Michelle Ma
    • Medicherla, Ratna
    • Vega-Saenz de Miera, Eleaza
    • Friedman, Erica et al.
    See publication

  • Challenging the current paradigm of melanoma progression: brain metastasis as isolated first visceral site

    Neuro-Oncology

    Qian M, Ma MW, Lackaye DJ, Berman RS, Shapiro R, Pavlick AC, Golfinos JG, Parker EC, Darvishian F, Hernando E, Shao Y and Osman I. (2012). Challenging the current paradigm of melanoma progression: brain metastasis as isolated first visceral site. Neuro-oncology, 14(7):849-58. Q.M. and M.W.M contributed equally.

    Other authors
    • Michelle W.Ma Yongzhao Shao Iman Osman
    See publication

  • Clinical variables associated with melanoma brain metastasis: a meta-analysis.

    Eastern North American Region meeting.

    Other authors
    • Youzhao Shao
    • Michelle W.Ma
    • Iman Osman

  • Elevated peripheral eosinophils are associated with new onset and persistent wheeze and airflow obstruction in World Trade Center exposed individuals

    Journal of Asthma

    Other authors
    • Angeliki Kazeros
    • Mengling Liu
    • Yongzhao Shao
    • Reibman Joan

  • Longitudinal lung function in patients enrolled in a treatment program for World Trade Center related illness.

    Journal of occupational & environmental medicine.

    Liu M, Qian M, Cheng Q, Berger K, Shao Y, Turetz M, Kazeros A, Parsia S, Goldring R, Fernandez-Beros M, Marmor M and Reibman J. (2012) Longitudinal lung function in patients enrolled in a treatment program for World Trade Center related illness.
    Journal of occupational & environmental medicine. 54(10):1208-13

    Other authors
    • Mengling Liu
    • Qinyi Cheng
    • Yongzhao Shao
    • Joan Reibman
    See publication

  • Primary melanoma features associated with increased risk of brain metastasis.

    Annual Meeting of the American Society of Clinical Oncology

    Other authors
    • Michelle Ma

  • Association Of SNPs In IL7R With Derived Asthma Phenotypes In An Urban Admixed Cohort

    American Thoracic Society Conference

    Other authors
    • Yongzhao Shao, Qinyi Cheng, Mengling Liu

  • Receptor-Like Tyrosine Phosphatase PTP10D Is Required for Long-Term Memory in Drosophila.

    Journal of Neuroscience

    Other authors
    • Guohui Pan
    • Lu Sun et al.

Courses

  • Bayesian data analysis

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  • categorical data analysis

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  • data mining

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  • linear regression

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  • longitudinal data analysis

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  • nonparametric analysis

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  • statistical inference

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  • statistical modeling

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  • stochastic process

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  • survival analysis

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  • time series data analysis

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Projects

  • Biomarkers for PTSD

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    Identified diagnostic biomarkers for PTSD from a discovery phase study. Built a model with a panel of biomarkers for PTSD early diagnosis purpose using statistical modeling and machine learning approaches such as model selection, shrinkage regression and random forest. Validated the model using a test dataset

  • Eye Movement Biomarkers for Concussion

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    Built a classifier model for concussion with a panel of eye tracking measures using the LASSO and the random forest approaches and validated the findings in an external dataset.

  • National Vietnam Veterans Longitudinal Study

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    Calculated the prevalence and comorbidities of War-zone PTSD by assessing 2348 veterans and examined predictors of warzone-related PTSD in males and females respectively based on the NVVLS survey data.

  • A Police Officers Longitudinal Study of PTSD

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    Evaluated risk and resilience factors for the development of post-traumatic stress symptoms in a study of police officers using the linear mixed-effect model.

  • Longitudinal Data Analysis

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    Performed a longitudinal data analysis of lung function in patients enrolled in a treatment program using linear mixed model and GEE method.

  • Lung Function Project

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    evaluated whether progressive decrease in lung volume would be associated with progressive abnormalities in airway resistance using linear regression and statistical tests.

  • Melanoma Risk Prediction Project

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    built a new melanoma risk model and demonstrated its advantage over previous models by comparing AUC using our newly developed method.

  • Brain Metastasis Project I

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    performed a meta-analysis and multivariate evaluation of primary melanoma clinical variables as risk factors for brain metastasis.

  • Brain Metastasis Project II:

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    distinguished patients who develop brain metastasis as the isolated first visceral site from other patients with metastasis in clinical features in two cohorts using statistical tests. performed the survival analysis considering the competing risk with Fine-Gray model.

  • Mitotic Index Project

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    validated a new mitotic index assessment method in melanoma using survival analysis methods such as Cox model.

  • Melanoma Project

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    investigated the relationship between sentinel lymph node positivity and outcome in melanoma patients using Cox model, logistic regression and statistical tests.

  • Genetic Data Analysis Project II

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    evaluated the SNP-breast cancer association and SNP interactions from a case-control study

  • Genetic Data Analysis Project I

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    identified several SNPs associated with asthma in a case-control study using statistical genetics methods, the ordinary, multinomial and exact logistic regression.

  • French Health Care Project

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    analyzed large datasets and compared access to healthcare in three metropolitan regions of France using multi-level model.

Test Scores

  • GRE

    Score: Verbal 640 math 800

Languages

  • English, Chinese

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