Curriculum vitae




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6.* Hassanein MT, Chang CC, Baurley J, Liu J, Gilliland F, Gauderman WJ, Schumacher F, Berhane K.


Obesity Variants Associated with Longitudinal Change of BMI in both Hispanic and Caucasian Children from the Children’s Health Study

[Human Molecular Genetics, in revision]


7. Breton CV, Wang X, Mack WJ, PhD, Berhane K, Lopez M, Islam TS, Feng M, Hodis HN, Künzli N, Evol E

Carotid artery intima-media thickness in college students: race/ethnicity matters

European Heart Journal

Articles in Preparation

1.* Zhang Y, Berhane K.

Bayesian Mixed Hidden Markov Model

(Target journal: Biometrics)


2. Berhane K, Jerrett M, Roger CC, Wolch J, Gilliland F, Reynolds K, McConnell R.

A prospective longitudinal study on the role of road connectivity, population density, access to food in the development of obesity in children aged 10-18 Years.

(Target Journal: American Journal of Preventive Medicine [December, 2010])


3. Berhane K, Jerrett M, Roger CC, Gilliland F, Wolch J, Reynolds K, McConnell R. Chronic health conditions, the built environment and the development of obesity in children aged 10-18 Years: A longitudinal cohort study.

(Target Journal: Obesity [January, 2011])


4.* Molitor NT, Berhane K.

Functional based multi level models for multiple longitudinal outcomes.


5. Berhane K, McConnell R, Zhang Y, et al.

Early diagnosis of asthma modifies the effect of air pollution on lung development in

children.


6. Banks K, Tuazon E, Berhane K, Koh C, De Filippo R, Chang A, Rodriguez J, Bernstein L, Cortessis V.

Cryptorchidism and testicular germ cell tumors: Comprehensive meta-analysis

reveals that association between these conditions has diminished over time

and is modified by features of Cryptorchidism..


7.* Wang J, Colt J, Thorne PS, Berhane K, Severson RK, Davis S, Cerhan J, Ward M, Morton LM, Hartge P, Bernstein L, Cozen W

Household endotoxin levels and risk of Non-Hodgkins Lymphoma


8.* Bastain TM, McConnell R, Islam T, James Gauderman WJ, Avol EL, Linn WS, Salam T, Rappaport EB, Berhane KT, Gilliland FD.

Exhaled Nitric Oxide and Pulmonary Function in the Southern California Children’s Health Study


Non Peer Review, Technical Reports


Berhane K, Carter EM, Hubert JJ, Allen OB.

Longitudinal data analysis by generalized estimating equations.

Statistical Series No. 1991-234, Department of Mathematics and Statistics, University of Guelph 1991.


2. Berhane K, Tibshirani RJ.

Generalized additive models for longitudinal data.

Technical Report No. 9311, Department of Statistics, University of Toronto, 1993.


3. Samet JM, Zeger SL, Berhane K.

The association of mortality and particulate air pollution. The Phase I Report of the Particulate Epidemiology Evaluation Project.

Health Effects Institute 1-104, August 1995.


4. Berhane K, Rao JS.

Automatic smoothing parameter selection in nonparametric models for longitudinal data. Proceedings of the Seventh International Symposium on Applied Stochastic Models and Data Analysis. Dublin, Ireland, June 12-15, 1995: 22-34.


5. Rao JS, Berhane K.

A physician’s guide to some modern statistical tools for the analysis of biomedical data. Technical Report Series, Department of Epidemiology and Biostatistics, Cleveland Clinic Foundation 1997.


6. Langholz B, Berhane K, Goldstein L, Xiang A, Thomas DC.

Time related factors in Epidemiology: 1999 Renewal Proposal.

Technical Report Series No. 140, Division of Biostatistics, Department of Preventive Medicine, USC.


7. Berhane K, Zeger SL, Samet JM.

Iteratively weighted and adaptive filtered least squares for Poisson time series data: Applications to air pollution studies.

Technical Report Series No. 151, Division of Biostatistics, Department of Preventive Medicine, USC, 2000.


  1. Berhane K, Thomas DC.

A two-stage model for time series data of counts from many sites.

Technical Report Series No. 152, Division of Biostatistics, Department of Preventive Medicine, USC, 2000.


9. Berhane K, Gauderman WJ, Stram DO, Thomas DC

Statistical issues in studies of the long term effects of air pollution: The Southern California Children’s Health Study.

Technical Report Series No. 156, Division of Biostatistics, Department of Preventive Medicine, USC, 2001.


10. Berhane K, Weissfeld L

Inference in Spline Based Models for Multiple Time-to-Event Data: With applications to a breast cancer prevention trial.

Technical Report Series No. 168, Division of Biostatistics, Department of Preventive Medicine, USC, 2003.


11. Berhane K.

Functional based multi-level models for longitudinal data.

Proceedings of Joint Statistical Meetings, New York, August 2002 (6 pages in CDROM)


12. Berhane K, (with Irva Hertz-Picciotto)

Chapter on Reproductive Outcomes

Veterans and Agent Orange: Update 2002, Washington DC: National Academy of

Sciences (Release Date: January 23, 2003)


13. Berhane K, (with Irva Hertz-Piccioto, Paul Engstrom, Tom Gasiewicz, Tee Guidotti, Loren Koller, John Stegman and David Strogatz)

Chapter on Cancer Outcomes

Veterans and Agent Orange: Update 2002, Washington DC: National Academy of

Sciences (Release Date: January 23, 2003)


14. Berhane K, (with Irva Hertz-Piccioto, Paul Engstrom, Tom Gasiewicz, Tee Guidotti, Loren Koller, John Stegman and David Strogatz)

Veterans and Agent Orange: Presumption of Association between Exposure and

Respiratory Cancer, Washington DC: National Academy of Sciences (Release Date:

February, 2004)


15. Berhane K, Molitor NT, et al. A Bayesian approach to functional based multi level

modeling of longitudinal data: With applications to environmental epidemiology. USC

Technical Report No. 169 (2004).


Abstracts


  1. Berhane K, Tibshirani R.

Non-parametric regression models for longitudinal data. Presented at ENAR Biometrics Conference, 1994.

Cleveland, Ohio (Student Award).

2. Berhane K, Tibshirani R.

Generalized additive models for dependent data. Presented at Annual Conference of Statistical Society of Canada, 1994.

Banff, Canada (Invited).


3. Berhane K, Tibshirani R.

Varying-coefficient models for dependent data. Presented at GLM Special Topics Conference. Institute of Mathematical Statistics, 1994.

Gainesville, FL (Invited).


4. Berhane K, Rao JS.

Automatic smoothing parameter selection in non-parametric models for longitudinal data. Presented at Joint Statistical Meetings, 1995.

Orlando, FL.


5. Kimm SYS, Berhane K, McAllister AE, Aston CE, Sanghera D, Kamboh M, Ferrell RE.

Gene-environment interaction on blood lipids during puberty in a biracial cohort of young women. Presented at SER Annual Meeting, 1996.

Boston, MA.


6. Berhane K, Zeger SL, Samet JM.

Analysis of air pollution data via IWFLS. Presented at International Biometrics Conference, 1996.

Amsterdam, Holland.


7. Berhane K, Weissfeld L.

Modeling multiple time-to-event data using pseudosmoothers.

Presented at ENAR Biometrics Conference, 1998.

Pittsburgh, PA.


8. Burgut R, Berhane K, Rockette HE.

Modeling recurrent episodes of acute otitis media on twins. Presented at ENAR Biometrics Conference, 1998.

Pittsburgh, PA.


9. Berhane K.

On the use of Pseudosplines in analyzing correlated data. Presented at Joint Statistical Meetings, 1998.

Dallas, TX.


10. Linn WS, Szlachcic Y, Gong H, Kinney PL, Berhane K.

Air pollution and daily hospital admissions in metropolitan Los Angeles.

Presented at American Thoracic Society Meeting, 1999.

San Diego, CA.


11. Berhane K.

Flexible multi-stage models for pulmonary function in children. Presented at Joint Statistical Meetings, 1999.

Baltimore, MD.


  1. Levine AM, Berhane K, Masri-Lavine L, Sanchez ML, Greenblatt R, Anastos K, Young M, Augenbaum M, Cohen M, Gange S, Burns D.

Prevalence of and risk factors for anemia among a large cohort of HIV infected women: women's interagency HIV study (WIHS). Presented at the American Society of Hematology Meeting, 1999.

New Orleans, LA.


  1. Berhane K, Sanchez ML, Masri-Lavine L, Cohen M, Young M, Greenblatt RM, Anastos K, Augenbaum M, Gange S, Burns D, Levine AM.

Relationship between highly active anti-retroviral therapy (HAART) and anemia in a large cohort (2078) of HIV infected women: Women's Interagency HIV Study (WIHS). Presented at the American Society for Clinical Oncology Meeting, 2000.

New Orleans, LA.


  1. Levine AM, Berhane K, Masri-Lavine L, Sanchez ML, Greenblatt R, Anastos K, Young M, Augenbaum M, Cohen M, Gange S, Burns D.

Prevalence of and risk factors for anemia among a large cohort of HIV infected women: women's interagency HIV study (WIHS). Presented at the XIII International AIDS Conference, 2000.

Durbin, South Africa.


  1. Berhane K, Thomas DC.

A two-stage model for multiple time series data of counts.

Presented at the Joint Statistical Meetings, 2000.

Indianapolis, IN.


  1. Gilliland FD, Islam T, Berhane K, McConnell R, Li Y-F, Peters JM. Obesity and asthma incidence in school-aged children: Results from the children's health study. Am J Respir Crit Care Med 163(5):A37, 2001.




  1. Li Y-F, Gilliland FD, Berhane K, McConnell R, Gauderman WJ, Peters JM. Effects of in utero exposure on lung function in children with early onset asthma. Am J Respir Crit Care Med 163(5):A263, 2001.




  1. McConnell R, Berhane K, Gilliland F, Islam T, London SJ, Gauderman WJ, Avol E, Margolis HG, Peters JM. Sports and asthma in children exposed to ozone. Am J Respir Crit Care Med 163(5):A174, 2001.




  1. Berhane K.

Statistical approaches to handling exposure measurement error in cohort studies of air pollution health effects.

Presented at the ISEE annual meeting (Invited), 2000.

Buffalo, NY.


  1. Gilliland FD, Islam T, Berhane K, McConnell R, Li Y-F, Peters JM.

Obesity and asthma incidence in school aged children: Results from the Children's Health Study. Am J Respir Crit Care Med 163(5):A37, 2001.

Presented at American Thoracic Society Annual Meeting, 2001 (#512460).

San Francisco, CA.


  1. Li Y-F, Gilliland FD, Berhane K, McConnell R, Gauderman WJ, Peters JM.

Effects of in utero to maternal smoking and ETS exposure on lung function in children with early onset asthma. Am J Respir Crit Care Med 163(5):A263, 2001.

Presented at American Thoracic Society Annual Meeting, 2001 (#512216).

San Francisco, CA.


  1. Khalsa A, Berhane K, Masri L, Minkoff H, Cohen M, Young M, Anastos K, Greenblatt R, Gange S, Levine AM.

Hypertension in HIV infected women and relationship to HAART: Women's Interagency

HIV study (WIHS).

IAS 2001 (Poster #512)

Buenos Aires, Argentina.


23. Berhane K, Weissfeld L.

Modeling multiple time to event data using penalized B-splines.

Presented at Joint Statistical Meetings, 2001.

Atlanta, GA.


24. McConnell R, Berhane K, Gilliland F, Islam T, London SJ, Gauderman WJ, Avol E, Margolis HG, Peters JM. Sports and asthma in children exposed to ozone. Am J Respir Crit Care Med 163(5):A174, 2001.


25. McConnell R, Berhane K, Lurmann F, Molitor NT, Gauderman WJ, Avol E, Rappaport Ed, Gilliland F, Peters JM. Traffic and asthma prevalence in children. Am J Resp Crit Care Med 165(8): A492, 2002.


26. Gauderman WJ, McConnell R, Berhane K, Lurmann F, Avol E, Gilliland F, Thomas D, Peters J. Genes, environmental exposures and childhood asthma occurrence. Epidemiology 13(4):S131, 2002.


27. Peters JM, McConnell R, Berhane K, Millstein J, Lurmann F, Gauderman J, Avol E, Gilliland F, Thomas D. Air pollution and the incidence, prevalence and severity of childhood asthma: results from the Southern California Children’s Health Study. Epidemiology 13(4):S132, 2002.


28. McConnell R, Berhane K, Gilliland F, Molitor NT, Avol E, Gauderman WJ, Peters JM

Air pollution and bronchitic symptoms in children: between-community and within

community effects. Epidemiology 13(4):S148, 2002.


29. Berhane K.

Functional based multi-level models for longitudinal data

Presented at Joint Statistical Meetings, 2002.

New York, NY.


30. McConnell R, Berhane K, Molitor NT, Gilliland FD. Effect modification by pet

ownership.

Am J Resp Crit Care Med 2003; 167:A36.


31. Gilliland FD, Islam T, Berhane K, McConnell R, Peters J. Smoking and asthma incidence in school-aged children: Results from the Children's Health Study. Am J Respir Crit Care Med 2004; 169:A709.


32. Berhane K, Hauptmann M, Langholz B.

Using Tensor Product Splines in Exposure-Time-Response Relationships

Presented at Joint Statistical Meetings, 2004.

Toronto, Canada.


33. Molitor NT, Berhane K.

Multi-level flexible models for bivariate longitudinal data

Joint Statistical Meetings, 2005.

Minneapolis, MN


34. Jerrett M, Shankardass K, Gauderman J, Berhane K, Kunzli N, Lurmann F, Avol E,

Peters J, Gilliland F, Molitor NT, Molitor J, McConnell R.

Air pollution and asthma incidence in children.

Proc Am Thoracic Soc 2006; 3:A23.


35. Islam T, Gauderman JW, Berhane K, McConnell R, Avol E, Peters J, Gilliland FD. Low lung function predicts new onset asthma among children.

Proc Am Thoracic Soc 2006; 3:A153.


36. Berhane K, Jerrett M, Chang CC, Wolch J, Gilliland F, McConnell R

Influence of the built environment on development of obesity during childhood. Proceedings of the American American Obesity Society 2008; S 83.

[Oral Platform Presentation]


37. Banks K, Tuazon E, Koh C, De Filippo R, Chang A, Berhane K, Cortessis VK

Comprehensive meta-analysis of cryptorchidismtestis cancer association reveals a strong secular trend and notable modification by histologic type of tumor.
The Journal of Urology
April 2008 (Vol. 179, Issue 4, Pages 7-8)


38. Banks K, Tuazon E, Koh C, De Filippo R, Chang A, Berhane K, Cortessis VK

Malignant potential of the cryptorchid testis associated with bilateral occurrence, persistent non-descent, and advanced age at repair: results of a comprehensive meta-analysis
The Journal of Urology; April 2008 (Vol. 179, Issue 4, Pages 7-8)


39. Shankardass K, McConnell R, Jerrett M, Milam J, Berhane K, Richardson J.

Parental stress increases the effect of air pollution on childhood asthma incidence.

American Journal of Respiratory and Critical Care Medicine 2008;177:A784


40. Berhane K, Zhang Y, Linn WS, Rappaport EB, Bastain TM, Lurmann F, Gilliland FD.

The Effect of Ambient Air Pollution on Exhaled Nitric Oxide (FeNO) in Southern California Schoolchildren.

Proceedings of American Thoracic Society, 2009, San Diego, CA: A4732

 

41. Bastain TM, Rappaport EB, Islam KT, Salam MT, Berhane KT, Linn W, Gilliland FD. 

The Effect of Exhaled Nitric Oxide on New Onset Asthma in the Southern California Children's Health Study.

Proceedings of American Thoracic Society, 2009, San Diego, CA: A4764.


42. Linn WS, Rappaport EB, Berhane KT, Bastain TM, Howland S, Realiza N, Diaz R, Valencia L, Gilliland FD.

Extended Exhaled Nitric Oxide Testing in Children at Schools,

Proceedings of American Thoracic Society, 2009, San Diego, CA: A4765.


43. McConnell R, Liu F, Gauderman J, Berhane K.

Association of Traffic-Related Pollutants with Alternative Asthma Phenotypes in the Children's Health Study.

Proceedings of American Thoracic Society, 2009, San Diego, CA: A4738.


44. Wolch J, Chang CC, Jerrett M, McConnell R, Reynolds K, Berhane K.

Childhood Obesity and Proximity to Urban Parks and Recreational Resources: A Longitudinal Cohort Study

Active Living Research Conference, 2009, San Diego, CA


45. Berhane K, Jerrett M, Chang CC, Wolch J, Reynolds K, Wilson J, Gilliland F, McConnell R.

Street connectivity, population density and food access around the home and the development of obesity in a prospective cohort study of children aged 10-18 years.

Active Living Research Conference, 2009, San Diego, CA.

 

46. Jerrett M, McConnell, Chang CC, Wolch J, Reynolds K, Lurman F, Berhane K.

Automobile traffic around the home and the development of obesity in children

aged 10-18 years: A longitudinal cohort study.

Active Living Research Conference, 2009, San Diego, CA.


47. Berhane K, Jerrett M, Lam C, Chang CC, Wolch J, McConnell R.

Effects of street topology and population density on development of childhood obesity: Results from prospective cohorts of children aged 4-18 years


Annual Obesity Society Meeting (NAASO)

[Poster Presentation. October, 2009].


48. Wolch J, Jerrett M, Lam C, Chang CC, McConnell R, Reynolds K, Berhane K.

Childhood obesity and access to public recreational programs.


Annual Obesity Society Meeting (NAASO)

[Oral Platform Presentation. October, 2009].


49. Jerrett M, McConnell R, Chang CC, Wolch J, Lurmann F, Reynolds K, Berhane K.

Automobile traffic and air pollution effects on obesity.


Annual Obesity Society Meeting (NAASO)

[Poster Presentation. October, 2009].


50. Pentz MA, Jerrett M, Wolch J, Valente T, Dunton G, Chou CP, Berhane K, Spruijt-Metz D.

Effects of a Smart Growth Community on Prevention of Family Obesity Risk: Pilot Study Results.

Annual Obesity Society Meeting (NAASO)

[Poster Presentation. October, 2009].


Letters to Editors


1. Becker S, Berhane K.

Comments on “Have Sperm Densities Declined?”

Environmental Health Perspectives, Vol 106, 9:A420, 1998.


2. Berhane K, Sokol R Re: Ozone and Semen Quality (A response to a letter by JP Bonde). Environmental Health Perspectives, Vol 115 (4): A185-6, 2007

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