SelectedWorks of (Julia) Hua Fang
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(Julia) Hua Fang
University of Massachusetts Medical School
Assistant Professor, Division of Biostatistics and Health Services Research, Department of Quantitative Health Sciences
Contact Information
Curriculum Vitae [PDF]
Expertise
Biostatistics in clinical and translational research
Computational statistics
Honors & Awards
Pilot Project Program Award, UMass Center for Clinical and Translational Science (2012)
Layman Award, Missing Data Modeling (PI), University of Nebraska-Lincoln Research Council Competition (2008-2009)
Paper Award, Joint Research Conference on Statistics in Quality Industry and Technology (2006)
Links
Department of Quantitative Health Sciences
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Child Development
Age Factors
Smoking
Computer Communication Networks
Humans
*Achievement
Prenatal Exposure Delayed Effects
Pregnancy
*Birth Weight
Multivariate Analysis
Algorithms
Learning Disorders
Female
Adolescent
Infant, Newborn
Neuropsychological Tests
Bayes Theorem
Male
Classification
Probability
Risk
Fuzzy Logic
*Models, Psychological
Developmental Disabilities
Models, Statistical
Child
Pattern Recognition, Automated
Computational Biology
Longitudinal Studies
Infant, Very Low Birth Weight
Cellular Phone
Prenatal Injuries
Tobacco Smoke Pollution
Computers, Handheld
Decision Support Techniques
Maternal-Fetal Exchange
Decision Making, Computer-Assisted
Maternal Exposure
Data Collection
Data Interpretation, Statistical
Disease Outbreaks
Epidemics
Asian Americans
Sex Factors
Psychometrics
Tobacco Use Disorder
Local Area Networks
Monitoring, Ambulatory
Medical Informatics
Wireless Technology
No subject area
Child Development
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Age Factors
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Smoking
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Link
Using propensity score modeling to minimize the influence of confounding risks related to prenatal tobacco exposure
(with Craig Johnson, Nicolas Chevalier, Christian Stopp, Sandra A. Wiebe, Lauren S Wakschlag, and Kimberly Andrews Espy),
Nicotine and tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2010)
Computer Communication Networks
Link
A Bayesian Multilevel Modeling Approach for Data Query in Wireless Sensor Networks
(with Honggang Wang, Kimberly Andrews Espy, Dongming Peng, and Hamid Sharif),
Lecture Notes in Computer Science
(2007)
Humans
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
*Achievement
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Prenatal Exposure Delayed Effects
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
Using propensity score modeling to minimize the influence of confounding risks related to prenatal tobacco exposure
(with Craig Johnson, Nicolas Chevalier, Christian Stopp, Sandra A. Wiebe, Lauren S Wakschlag, and Kimberly Andrews Espy),
Nicotine and tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2010)
Pregnancy
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
Using propensity score modeling to minimize the influence of confounding risks related to prenatal tobacco exposure
(with Craig Johnson, Nicolas Chevalier, Christian Stopp, Sandra A. Wiebe, Lauren S Wakschlag, and Kimberly Andrews Espy),
Nicotine and tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2010)
*Birth Weight
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Multivariate Analysis
Link
Power of Models in Longitudinal Study: Findings From a Full-Crossed Simulation Design
(with Gordon P. Brooks, Maria L. Rizzo, Kimberly Andrews Espy, and Robert S. Barcikowski),
Journal of experimental education
(2009)
Algorithms
Link
A new nonlinear classifier with a penalized signed fuzzy measure using effective genetic algorithm
(with Maria L. Rizzo, Honggang Wang, Kimberly Andrews Espy, and Zhenyuan Wang),
Pattern recognition
(2010)
Learning Disorders
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Female
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Adolescent
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Infant, Newborn
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
Using propensity score modeling to minimize the influence of confounding risks related to prenatal tobacco exposure
(with Craig Johnson, Nicolas Chevalier, Christian Stopp, Sandra A. Wiebe, Lauren S Wakschlag, and Kimberly Andrews Espy),
Nicotine and tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2010)
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Neuropsychological Tests
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Bayes Theorem
Link
A Bayesian Multilevel Modeling Approach for Data Query in Wireless Sensor Networks
(with Honggang Wang, Kimberly Andrews Espy, Dongming Peng, and Hamid Sharif),
Lecture Notes in Computer Science
(2007)
Male
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Classification
Link
A new nonlinear classifier with a penalized signed fuzzy measure using effective genetic algorithm
(with Maria L. Rizzo, Honggang Wang, Kimberly Andrews Espy, and Zhenyuan Wang),
Pattern recognition
(2010)
Probability
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Risk
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Fuzzy Logic
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Link
Pattern Recognition of Longitudinal Trial Data with Nonignorable Missingness: An Empirical Case Study
(with Kimberly Andrews Espy, Maria L. Rizzo, Christian Stopp, Sandra A. Wiebe, and Walter W. Stroup),
International journal of information technology and decision making
(2010)
Link
A new nonlinear classifier with a penalized signed fuzzy measure using effective genetic algorithm
(with Maria L. Rizzo, Honggang Wang, Kimberly Andrews Espy, and Zhenyuan Wang),
Pattern recognition
(2010)
*Models, Psychological
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Developmental Disabilities
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Models, Statistical
Link
Pattern Recognition of Longitudinal Trial Data with Nonignorable Missingness: An Empirical Case Study
(with Kimberly Andrews Espy, Maria L. Rizzo, Christian Stopp, Sandra A. Wiebe, and Walter W. Stroup),
International journal of information technology and decision making
(2010)
Link
Power of Models in Longitudinal Study: Findings From a Full-Crossed Simulation Design
(with Gordon P. Brooks, Maria L. Rizzo, Kimberly Andrews Espy, and Robert S. Barcikowski),
Journal of experimental education
(2009)
Link
A Bayesian Multilevel Modeling Approach for Data Query in Wireless Sensor Networks
(with Honggang Wang, Kimberly Andrews Espy, Dongming Peng, and Hamid Sharif),
Lecture Notes in Computer Science
(2007)
Child
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Pattern Recognition, Automated
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Link
Pattern Recognition of Longitudinal Trial Data with Nonignorable Missingness: An Empirical Case Study
(with Kimberly Andrews Espy, Maria L. Rizzo, Christian Stopp, Sandra A. Wiebe, and Walter W. Stroup),
International journal of information technology and decision making
(2010)
Computational Biology
Link
A new nonlinear classifier with a penalized signed fuzzy measure using effective genetic algorithm
(with Maria L. Rizzo, Honggang Wang, Kimberly Andrews Espy, and Zhenyuan Wang),
Pattern recognition
(2010)
Link
Power of Models in Longitudinal Study: Findings From a Full-Crossed Simulation Design
(with Gordon P. Brooks, Maria L. Rizzo, Kimberly Andrews Espy, and Robert S. Barcikowski),
Journal of experimental education
(2009)
Longitudinal Studies
Link
Pattern Recognition of Longitudinal Trial Data with Nonignorable Missingness: An Empirical Case Study
(with Kimberly Andrews Espy, Maria L. Rizzo, Christian Stopp, Sandra A. Wiebe, and Walter W. Stroup),
International journal of information technology and decision making
(2010)
Link
Power of Models in Longitudinal Study: Findings From a Full-Crossed Simulation Design
(with Gordon P. Brooks, Maria L. Rizzo, Kimberly Andrews Espy, and Robert S. Barcikowski),
Journal of experimental education
(2009)
Infant, Very Low Birth Weight
Link
Growth mixture modeling of academic achievement in children of varying birth weight risk
(with Kimberly Andrews Espy, David Charak, Nori Minich, and H. Gerry Taylor),
Neuropsychology
(2009)
Cellular Phone
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Prenatal Injuries
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Tobacco Smoke Pollution
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Computers, Handheld
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Decision Support Techniques
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Maternal-Fetal Exchange
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Decision Making, Computer-Assisted
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Maternal Exposure
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Data Collection
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Data Interpretation, Statistical
Link
Detecting Graded Exposure Effects: A Report on an East Boston Pregnancy Cohort
(with Vanja Dukic, Kate E. Pickett, Lauren Wakschlag, and Kimberly Andrews Espy),
Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
(2012)
Link
A new look at quantifying tobacco exposure during pregnancy using fuzzy clustering
(with Craig Johnson, Christian Stopp, and Kimberly Andrews Espy),
Neurotoxicology and teratology
(2011)
Disease Outbreaks
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Epidemics
PDF
Shelter: Smartphone Bridged Socialized Body Networks for Epidemic Control
(with Xiaole Bai and Honggang Wang),
IEEE COMSOC MMTC E-Letter
(2011)
Asian Americans
PDF
Gender Differences in the Fagerström Test for Nicotine Dependence in Korean Americans
(with Sun Kim, Joseph R. DiFranza, Douglas M. Ziedonis, and Grace X. Ma),
Journal of Smoking Cessation
(2012)
Sex Factors
PDF
Gender Differences in the Fagerström Test for Nicotine Dependence in Korean Americans
(with Sun Kim, Joseph R. DiFranza, Douglas M. Ziedonis, and Grace X. Ma),
Journal of Smoking Cessation
(2012)
Psychometrics
PDF
Gender Differences in the Fagerström Test for Nicotine Dependence in Korean Americans
(with Sun Kim, Joseph R. DiFranza, Douglas M. Ziedonis, and Grace X. Ma),
Journal of Smoking Cessation
(2012)
Tobacco Use Disorder
PDF
Gender Differences in the Fagerström Test for Nicotine Dependence in Korean Americans
(with Sun Kim, Joseph R. DiFranza, Douglas M. Ziedonis, and Grace X. Ma),
Journal of Smoking Cessation
(2012)
Local Area Networks
Link
ECG-Cryptography and Authentication in Body Area Networks
(with Zhaoyang Zhang, Honggang Wang, and Athanasios V. Vasilakos),
IEEE Transactions on Information Technology in Biomedicine
(2012)
Monitoring, Ambulatory
Link
ECG-Cryptography and Authentication in Body Area Networks
(with Zhaoyang Zhang, Honggang Wang, and Athanasios V. Vasilakos),
IEEE Transactions on Information Technology in Biomedicine
(2012)
Medical Informatics
Link
ECG-Cryptography and Authentication in Body Area Networks
(with Zhaoyang Zhang, Honggang Wang, and Athanasios V. Vasilakos),
IEEE Transactions on Information Technology in Biomedicine
(2012)
Wireless Technology
Link
ECG-Cryptography and Authentication in Body Area Networks
(with Zhaoyang Zhang, Honggang Wang, and Athanasios V. Vasilakos),
IEEE Transactions on Information Technology in Biomedicine
(2012)
No subject area
PDF
Prenatal Tobacco Exposure: Developmental Outcomes in the Neonatal Period
(with Kimberly Andrews Espy, Craig Johnson, Christian Stopp, Sandra A. Wiebe, and Jennifer Respass),
Developmental Psychology
(2011)
