Benjamin Alan Goldstein | Scholars@Duke

Benjamin Alan Goldstein
Assistant Professor of Biostatistics & Bioinformatics

I am a collaborative biostatistician with interest in the meaningful use of Electronic Health Records. I collaborate with researchers both locally at Duke as well as nationally. I am interested in speaking with any students, methodologistis or collaborators interested in EHR data.

Please find more information at: https://sites.duke.edu/bgoldstein/

Current Appointments & Affiliations

Assistant Professor of Biostatistics & Bioinformatics, Biostatistics & Bioinformatics, Basic Science Departments 2014

Contact Information

2424 Erwin Road Ste 1105, 11041 Hock Plaza, Durham, NC 27705
Duke Box 2721, Durham, NC 27710
ben.goldstein@duke.edu (919) 681-5011

Background
Education, Training, & Certifications
- Ph.D., University of California at Berkeley 2011
Recognition
In the News
- MAR 16, 2016
  
  New Collaborative Seed Grant Program Gives Eight Awards
Expertise
Subject Headings
Research
Selected Grants
- Integrated Mineral Metabolism Treatment Strategies in Patients on Dialysis awarded by National Institutes of Health 2017 - 2021
- QuBBD: Deep Poisson Methods for Biomedical Time-to-Event and Longitudinal Data awarded by National Institutes of Health 2017 - 2020
- Understanding and predicting cardiac events in HD using real-time EHRs awarded by National Institutes of Health 2013 - 2018
- Integrated Biostatistical Training for CVD Research awarded by North Carolina State University 2017 - 2018
- CPM Analysis awarded by Sanofi-Aventis Deutschland GmbH 2016 - 2017
Publications & Artistic Works
Selected Publications
- Journal Articles
  - Brænne, I, Zeng, L, Willenborg, C, Tragante, V, Kessler, T, Willer, CJ, Laakso, M, Wallentin, L, Franks, PW, Salomaa, V, Dehghan, A, Meitinger, T, Samani, NJ, Asselbergs, FW, Erdmann, J, & Schunkert, H. (2017, August 22). Genomic correlates of glatiramer acetate adverse cardiovascular effects lead to a novel locus mediating coronary risk. GI Colombo (Ed.). PLOS ONE , 12 (8), e0182999-e0182999. Full Text
  - Goldstein, BA, Pomann, GM, Winkelmayer, WC, & Pencina, MJ. (2017, July). A comparison of risk prediction methods using repeated observations: an application to electronic health records for hemodialysis. Statistics in medicine , 36 (17), 2750-2763. Full Text
  - Goldstein, BA, Navar, AM, & Carter, RE. (2017, June). Moving beyond regression techniques in cardiovascular risk prediction: applying machine learning to address analytic challenges. European heart journal , 38 (23), 1805-1814. Full Text
  - Winkelmayer, WC, Goldstein, BA, Mitani, AA, Ding, VY, Airy, M, Mandayam, S, Chang, TI, Brookhart, MA, & Fishbane, S. (2017, June). Safety of Intravenous Iron in Hemodialysis: Longer-term Comparisons of Iron Sucrose Versus Sodium Ferric Gluconate Complex. American journal of kidney diseases : the official journal of the National Kidney Foundation , 69 (6), 771-779. Full Text
  - Spratt, SE, Pereira, K, Granger, BB, Batch, BC, Phelan, M, Pencina, M, Miranda, ML, Boulware, E, Lucas, JE, Nelson, CL, Neely, B, Goldstein, BA, Barth, P, Richesson, RL, Riley, IL, Corsino, L, McPeek Hinz, ER, Rusincovitch, S, Green, J, Barton, AB, DDC Phenotype Group, , Kelley, C, Hyland, K, Tang, M, Elliott, A, Ruel, E, Clark, A, Mabrey, M, Morrissey, KL, Rao, J, Hong, B, Pierre-Louis, M, Kelly, K, & Jelesoff, N. (2017, April). Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus. Journal of the American Medical Informatics Association , 24 (e1), e121-e128. Full Text
  - Goldstein, BA, Navar, AM, Pencina, MJ, & Ioannidis, JPA. (2017, January). Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. Journal of the American Medical Informatics Association , 24 (1), 198-208. (Review) Full Text
  - Goldstein, BA, Pencina, MJ, Montez-Rath, ME, & Winkelmayer, WC. (2017, January). Predicting mortality over different time horizons: which data elements are needed?. Journal of the American Medical Informatics Association , 24 (1), 176-181. Full Text
  - Burns, C, Wang, NE, Goldstein, BA, & Hernandez-Boussard, T. (2016, December). Characterization of Young Adult Emergency Department Users: Evidence to Guide Policy. The Journal of adolescent health : official publication of the Society for Adolescent Medicine , 59 (6), 654-661. Full Text
  - Goldstein, BA, Bhavsar, NA, Phelan, M, & Pencina, MJ. (2016, December). Controlling for Informed Presence Bias Due to the Number of Health Encounters in an Electronic Health Record. American journal of epidemiology , 184 (11), 847-855. Full Text
  - Goldstein, BA, Navar, AM, & Pencina, MJ. (2016, December). Risk Prediction With Electronic Health Records: The Importance of Model Validation and Clinical Context. JAMA cardiology , 1 (9), 976-977. Full Text
  - Goldstein, BA, Thomas, L, Zaroff, JG, Nguyen, J, Menza, R, & Khush, KK. (2016, July). Assessment of Heart Transplant Waitlist Time and Pre- and Post-transplant Failure: A Mixed Methods Approach. Epidemiology (Cambridge, Mass.) , 27 (4), 469-476. Full Text
  - Hernandez-Boussard, T, Morrison, D, Goldstein, BA, & Hsia, RY. (2016, June). Relationship of Affordable Care Act Implementation to Emergency Department Utilization Among Young Adults. Annals of emergency medicine , 67 (6), 714-720.e1. Full Text
  - Profit, J, Gould, JB, Bennett, M, Goldstein, BA, Draper, D, Phibbs, CS, & Lee, HC. (2016, March). The Association of Level of Care With NICU Quality. Pediatrics , 137 (3), e20144210-. Full Text
  - David, SP, Wang, A, Kapphahn, K, Hedlin, H, Desai, M, Henderson, M, Yang, L, Walsh, KM, Schwartz, AG, Wiencke, JK, Spitz, MR, Wenzlaff, AS, Wrensch, MR, Eaton, CB, Furberg, H, Mark Brown, W, Goldstein, BA, Assimes, T, Tang, H, Kooperberg, CL, Quesenberry, CP, Tindle, H, Patel, MI, Amos, CI, Bergen, AW, Swan, GE, & Stefanick, ML. (2016, February). Gene by Environment Investigation of Incident Lung Cancer Risk in African-Americans. EBioMedicine , 4 , 153-161. Full Text Open Access Copy
  - Goldstein, BA, Polley, EC, Briggs, FBS, van der Laan, MJ, & Hubbard, A. (2016, January 1). Testing the Relative Performance of Data Adaptive Prediction Algorithms: A Generalized Test of Conditional Risk Differences. The International Journal of Biostatistics , 12 (1). Full Text
  - Kelly, K, Grau-Sepulveda, MV, Goldstein, BA, Spratt, SE, Wolfley, A, Hatfield, V, Murphy, M, Jones, E, & Granger, BB. (2016, January). The agreement of patient-reported versus observed medication adherence in type 2 diabetes mellitus (T2DM). BMJ open diabetes research & care , 4 (1), e000182-. Full Text
  - Airy, M, Mandayam, S, Mitani, AA, Chang, TI, Ding, VY, Brookhart, MA, Goldstein, BA, & Winkelmayer, WC. (2015, December). Comparative outcomes of predominant facility-level use of ferumoxytol versus other intravenous iron formulations in incident hemodialysis patients. Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association , 30 (12), 2068-2075. Full Text
  - Salfati, E, Nandkeolyar, S, Fortmann, SP, Sidney, S, Hlatky, MA, Quertermous, T, Go, AS, Iribarren, C, Herrington, DM, Goldstein, BA, & Assimes, TL. (2015, December). Susceptibility Loci for Clinical Coronary Artery Disease and Subclinical Coronary Atherosclerosis Throughout the Life-Course. Circulation. Cardiovascular genetics , 8 (6), 803-811. Full Text
  - Anoshiravani, A, Saynina, O, Chamberlain, L, Goldstein, BA, Huffman, LC, Wang, NE, & Wise, PH. (2015, November). Mental Illness Drives Hospitalizations for Detained California Youth. The Journal of adolescent health : official publication of the Society for Adolescent Medicine , 57 (5), 455-461. Full Text
  - Wu, L-T, Ghitza, UE, Batch, BC, Pencina, MJ, Rojas, LF, Goldstein, BA, Schibler, T, Dunham, AA, Rusincovitch, S, & Brady, KT. (2015, November). Substance use and mental diagnoses among adults with and without type 2 diabetes: Results from electronic health records data. Drug and alcohol dependence , 156 , 162-169. Full Text
  - Goldstein, BA, Chang, TI, & Winkelmayer, WC. (2015, October). Classifying individuals based on a densely captured sequence of vital signs: An example using repeated blood pressure measurements during hemodialysis treatment. Journal of biomedical informatics , 57 , 219-224. Full Text
  - Goldstein, BA, Yang, L, Salfati, E, & Assimes, TL. (2015, September). Contemporary Considerations for Constructing a Genetic Risk Score: An Empirical Approach. Genetic epidemiology , 39 (6), 439-445. Full Text
  - Rehkopf, DH, Eisen, EA, Modrek, S, Mokyr Horner, E, Goldstein, B, Costello, S, Cantley, LF, Slade, MD, & Cullen, MR. (2015, August). Early-Life State-of-Residence Characteristics and Later Life Hypertension, Diabetes, and Ischemic Heart Disease. American journal of public health , 105 (8), 1689-1695. Full Text
  - Winkelmayer, WC, Chang, TI, Mitani, AA, Wilhelm-Leen, ER, Ding, V, Chertow, GM, Brookhart, MA, & Goldstein, BA. (2015, July). Longer-term outcomes of darbepoetin alfa versus epoetin alfa in patients with ESRD initiating hemodialysis: a quasi-experimental cohort study. American journal of kidney diseases : the official journal of the National Kidney Foundation , 66 (1), 106-113. Full Text
  - Goldstein, BA, & Winkelmayer, WC. (2015, June). Comparative health services research across populations: the unused opportunities in big data. Kidney international , 87 (6), 1094-1096. Full Text
  - Goldstein, BA, Assimes, T, Winkelmayer, WC, & Hastie, T. (2015, June). Detecting clinically meaningful biomarkers with repeated measurements: An illustration with electronic health records. Biometrics , 71 (2), 478-486. Full Text
  - Rosas, LG, Thiyagarajan, S, Goldstein, BA, Drieling, RL, Romero, PP, Ma, J, Yank, V, & Stafford, RS. (2015, April). The effectiveness of two community-based weight loss strategies among obese, low-income US Latinos. Journal of the Academy of Nutrition and Dietetics , 115 (4), 537-50.e2. Full Text
  - Khush, KK, Zaroff, JG, Nguyen, J, Menza, R, & Goldstein, BA. (2015, March). National decline in donor heart utilization with regional variability: 1995-2010. American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons , 15 (3), 642-649. Full Text
  - Khush, KK, Nguyen, J, Goldstein, BA, McGlothlin, DP, & Zaroff, JG. (2015, February). Reliability of transthoracic echocardiogram interpretation in potential adult heart transplant donors. The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation , 34 (2), 266-269. (Letter) Full Text
  - Profit, J, Goldstein, BA, Tamaresis, J, Kan, P, & Lee, HC. (2015, February). Regional variation in antenatal corticosteroid use: a network-level quality improvement study. Pediatrics , 135 (2), e397-e404. Full Text
  - Chen, S, Selamet Tierney, ES, Khush, KK, Nguyen, J, Goldstein, BA, May, LJ, Hollander, SA, Kaufman, BD, & Rosenthal, DN. (2015, January). Reliability of echocardiographic measurements of left ventricular systolic function in potential pediatric heart transplant donors. The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation , 34 (1), 100-106. Full Text
  - Goldstein, BA, Knowles, JW, Salfati, E, Ioannidis, JPA, & Assimes, TL. (2015, January). Corrigendum: Simple, standardized incorporation of genetic risk into non-genetic risk prediction tools for complex traits: coronary heart disease as an example. Frontiers in genetics , 6 , 231-. Full Text
  - Hamad, R, Modrek, S, Kubo, J, Goldstein, BA, & Cullen, MR. (2015, January). Using "big data" to capture overall health status: properties and predictive value of a claims-based health risk score. PloS one , 10 (5), e0126054-. Full Text
  - Hastings, KG, Jose, PO, Kapphahn, KI, Frank, ATH, Goldstein, BA, Thompson, CA, Eggleston, K, Cullen, MR, & Palaniappan, LP. (2015, January). Leading Causes of Death among Asian American Subgroups (2003-2011). PloS one , 10 (4), e0124341-. Full Text
  - Jose, PO, Frank, ATH, Kapphahn, KI, Goldstein, BA, Eggleston, K, Hastings, KG, Cullen, MR, & Palaniappan, LP. (2014, December). Cardiovascular disease mortality in Asian Americans. Journal of the American College of Cardiology , 64 (23), 2486-2494. Full Text
  - Maxwell, BG, Levitt, JE, Goldstein, BA, Mooney, JJ, Nicolls, MR, Zamora, M, Valentine, V, Weill, D, & Dhillon, GS. (2014, October). Impact of the lung allocation score on survival beyond 1 year. American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons , 14 (10), 2288-2294. Full Text
  - Hernandez-Boussard, T, Burns, CS, Wang, NE, Baker, LC, & Goldstein, BA. (2014, September). The Affordable Care Act reduces emergency department use by young adults: evidence from three States. Health affairs (Project Hope) , 33 (9), 1648-1654. Full Text
  - Otten, JJ, Saelens, BE, Kapphahn, KI, Hekler, EB, Buman, MP, Goldstein, BA, Krukowski, RA, O'Donohue, LS, Gardner, CD, & King, AC. (2014, July 17). Impact of San Francisco's toy ordinance on restaurants and children's food purchases, 2011-2012. Preventing chronic disease , 11 , E122-. Full Text
  - Kurella-Tamura, M, Goldstein, BA, Hall, YN, Mitani, AA, & Winkelmayer, WC. (2014, June). State medicaid coverage, ESRD incidence, and access to care. Journal of the American Society of Nephrology : JASN , 25 (6), 1321-1329. Full Text
  - Winkelmayer, WC, Mitani, AA, Goldstein, BA, Brookhart, MA, & Chertow, GM. (2014, May). Trends in anemia care in older patients approaching end-stage renal disease in the United States (1995-2010). JAMA internal medicine , 174 (5), 699-707. Full Text
  - Dewey, FE, Grove, ME, Pan, C, Goldstein, BA, Bernstein, JA, Chaib, H, Merker, JD, Goldfeder, RL, Enns, GM, David, SP, Pakdaman, N, Ormond, KE, Caleshu, C, Kingham, K, Klein, TE, Whirl-Carrillo, M, Sakamoto, K, Wheeler, MT, Butte, AJ, Ford, JM, Boxer, L, Ioannidis, JPA, Yeung, AC, Altman, RB, Assimes, TL, Snyder, M, Ashley, EA, & Quertermous, T. (2014, March). Clinical interpretation and implications of whole-genome sequencing. JAMA , 311 (10), 1035-1045. Full Text
  - Kubo, J, Goldstein, BA, Cantley, LF, Tessier-Sherman, B, Galusha, D, Slade, MD, Chu, IM, & Cullen, MR. (2014, March). Contribution of health status and prevalent chronic disease to individual risk for workplace injury in the manufacturing environment. Occupational and environmental medicine , 71 (3), 159-166. Full Text
  - Goldstein, BA, Chang, TI, Mitani, AA, Assimes, TL, & Winkelmayer, WC. (2014, January). Near-term prediction of sudden cardiac death in older hemodialysis patients using electronic health records. Clinical journal of the American Society of Nephrology : CJASN , 9 (1), 82-91. Full Text
  - Goldstein, BA, Knowles, JW, Salfati, E, Ioannidis, JPA, & Assimes, TL. (2014, January). Simple, standardized incorporation of genetic risk into non-genetic risk prediction tools for complex traits: coronary heart disease as an example. Frontiers in genetics , 5 , 254-. Full Text
  - Chen, D, Li, PW-L, Goldstein, BA, Cai, W, Thomas, EL, Chen, F, Hubbard, AE, Melov, S, & Kapahi, P. (2013, December 12). Germline signaling mediates the synergistically prolonged longevity produced by double mutations in daf-2 and rsks-1 in C. elegans. Cell reports , 5 (6), 1600-1610. Full Text
  - Arce, CM, Goldstein, BA, Mitani, AA, Lenihan, CR, & Winkelmayer, WC. (2013, December). Differences in access to kidney transplantation between Hispanic and non-Hispanic whites by geographic location in the United States. Clinical journal of the American Society of Nephrology : CJASN , 8 (12), 2149-2157. Full Text
  - Arce, CM, Goldstein, BA, Mitani, AA, & Winkelmayer, WC. (2013, August). Trends in relative mortality between Hispanic and non-Hispanic whites initiating dialysis: a retrospective study of the US Renal Data System. American journal of kidney diseases : the official journal of the National Kidney Foundation , 62 (2), 312-321. Full Text
  - Levitt, JE, Calfee, CS, Goldstein, BA, Vojnik, R, & Matthay, MA. (2013, August). Early acute lung injury: criteria for identifying lung injury prior to the need for positive pressure ventilation*. Critical care medicine , 41 (8), 1929-1937. Full Text
  - Nair, SS, Mitani, AA, Goldstein, BA, Chertow, GM, Lowenberg, DW, & Winkelmayer, WC. (2013, August). Temporal trends in the incidence, treatment, and outcomes of hip fracture in older patients initiating dialysis in the United States. Clinical journal of the American Society of Nephrology : CJASN , 8 (8), 1336-1342. Full Text
  - Chan, K, Patel, RS, Newcombe, P, Nelson, CP, Qasim, A, Epstein, SE, Burnett, S, Vaccarino, VL, Zafari, AM, Shah, SH, Anderson, JL, Carlquist, JF, Hartiala, J, Allayee, H, Hinohara, K, Lee, B-S, Erl, A, Ellis, KL, Goel, A, Schaefer, AS, El Mokhtari, NE, Goldstein, BA, Hlatky, MA, Go, AS, Shen, G-Q, Gong, Y, Pepine, C, Laxton, RC, Whittaker, JC, Tang, WHW, Johnson, JA, Wang, QK, Assimes, TL, Noethlings, U, Farrall, M, Watkins, H, Richards, AM, Cameron, VA, Muendlein, A, Drexel, H, & Koch, W et al. (2013, March 5). Association Between the Chromosome 9p21 Locus and Angiographic Coronary Artery Disease Burden A Collaborative Meta-Analysis. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY , 61 (9), 957-970. Full Text Link to Item
  - Khush, KK, Menza, R, Nguyen, J, Zaroff, JG, & Goldstein, BA. (2013, March). Donor predictors of allograft use and recipient outcomes after heart transplantation. Circulation. Heart failure , 6 (2), 300-309. Full Text
  - Shen, JI, Mitani, AA, Saxena, AB, Goldstein, BA, & Winkelmayer, WC. (2013, March). Determinants of peritoneal dialysis technique failure in incident US patients. Peritoneal dialysis international : journal of the International Society for Peritoneal Dialysis , 33 (2), 155-166. Full Text
  - CARDIoGRAMplusC4D Consortium, , Deloukas, P, Kanoni, S, Willenborg, C, Farrall, M, Assimes, TL, Thompson, JR, Ingelsson, E, Saleheen, D, Erdmann, J, Goldstein, BA, Stirrups, K, König, IR, Cazier, J-B, Johansson, A, Hall, AS, Lee, J-Y, Willer, CJ, Chambers, JC, Esko, T, Folkersen, L, Goel, A, Grundberg, E, Havulinna, AS, Ho, WK, Hopewell, JC, Eriksson, N, Kleber, ME, Kristiansson, K, Lundmark, P, Lyytikäinen, L-P, Rafelt, S, Shungin, D, Strawbridge, RJ, Thorleifsson, G, & Tikkanen, E et al. (2013, January). Large-scale association analysis identifies new risk loci for coronary artery disease. Nature genetics , 45 (1), 25-33. Full Text
  - Khush, KK, Pawlikowska, L, Menza, RL, Goldstein, BA, Hayden, V, Nguyen, J, Kim, H, Poon, A, Sapru, A, Matthay, MA, Kwok, PY, Young, WL, Baxter-Lowe, LA, & Zaroff, JG. (2012, December). Beta-adrenergic receptor polymorphisms and cardiac graft function in potential organ donors. American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons , 12 (12), 3377-3386. Full Text
  - Goldstein, BA, Arce, CM, Hlatky, MA, Turakhia, M, Setoguchi, S, & Winkelmayer, WC. (2012, November). Trends in the incidence of atrial fibrillation in older patients initiating dialysis in the United States. Circulation , 126 (19), 2293-2301. Full Text
  - de Bruin, MA, Kwong, A, Goldstein, BA, Lipson, JA, Ikeda, DM, McPherson, L, Sharma, B, Kardashian, A, Schackmann, E, Kingham, KE, Mills, MA, West, DW, Ford, JM, & Kurian, AW. (2012, September). Breast cancer risk factors differ between Asian and white women with BRCA1/2 mutations. Familial cancer , 11 (3), 429-439. Full Text
  - Khush, KK, Menza, R, Nguyen, J, Goldstein, BA, Zaroff, JG, & Drew, BJ. (2012, July). Electrocardiographic characteristics of potential organ donors and associations with cardiac allograft use. Circulation. Heart failure , 5 (4), 475-483. Full Text
  - Knowles, JW, Assimes, TL, Kiernan, M, Pavlovic, A, Goldstein, BA, Yank, V, McConnell, MV, Absher, D, Bustamante, C, Ashley, EA, & Ioannidis, JPA. (2012, June). Randomized trial of personal genomics for preventive cardiology: design and challenges. Circulation. Cardiovascular genetics , 5 (3), 368-376. Full Text
  - Arce, CM, Mitani, AA, Goldstein, BA, & Winkelmayer, WC. (2012, February). Hispanic ethnicity and vascular access use in patients initiating hemodialysis in the United States. Clinical journal of the American Society of Nephrology : CJASN , 7 (2), 289-296. Full Text
  - Bronson, PG, Goldstein, BA, Ramsay, PP, Beckman, KB, Noble, JA, Lane, JA, Seldin, MF, Kelly, JA, Harley, JB, Moser, KL, Gaffney, PM, Behrens, TW, Criswell, LA, & Barcellos, LF. (2011, December). The rs4774 CIITA missense variant is associated with risk of systemic lupus erythematosus. Genes and immunity , 12 (8), 667-671. Full Text
  - International Multiple Sclerosis Genetics Consortium, . (2011, December). Genome-wide association study of severity in multiple sclerosis. Genes and immunity , 12 (8), 615-625. Full Text
  - Goldstein, BA, Polley, EC, & Briggs, FBS. (2011, January). Random forests for genetic association studies. Statistical applications in genetics and molecular biology , 10 (1), 32-. (Review) Full Text
  - Briggs, FBS, Bartlett, SE, Goldstein, BA, Wang, J, McCauley, JL, Zuvich, RL, De Jager, PL, Rioux, JD, Ivinson, AJ, Compston, A, Hafler, DA, Hauser, SL, Oksenberg, JR, Sawcer, SJ, Pericak-Vance, MA, Haines, JL, International Multiple Sclerosis Genetics Consortium, , & Barcellos, LF. (2010, November). Evidence for CRHR1 in multiple sclerosis using supervised machine learning and meta-analysis in 12,566 individuals. Human molecular genetics , 19 (21), 4286-4295. Full Text
  - Briggs, FBS, Goldstein, BA, McCauley, JL, Zuvich, RL, De Jager, PL, Rioux, JD, Ivinson, AJ, Compston, A, Hafler, DA, Hauser, SL, Oksenberg, JR, Sawcer, SJ, Pericak-Vance, MA, Haines, JL, Barcellos, LF, & International Multiple Sclerosis Genetics Consortium, . (2010, July). Variation within DNA repair pathway genes and risk of multiple sclerosis. American journal of epidemiology , 172 (2), 217-224. Full Text
  - Goldstein, BA, Hubbard, AE, Cutler, A, & Barcellos, LF. (2010, June 14). An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings. BMC genetics , 11 , 49-. Full Text
  - Lieberman, MA, & Goldstein, BA. (2006, February). Not all negative emotions are equal: the role of emotional expression in online support groups for women with breast cancer. Psycho-oncology , 15 (2), 160-168. Full Text
  - Lieberman, MA, & Goldstein, BA. (2005, November). Self-help on-line: an outcome evaluation of breast cancer bulletin boards. Journal of health psychology , 10 (6), 855-862. Full Text
  - Goldstein, B, & Rosselli, F. (2003, December). Etiological paradigms of depression: The relationship between perceived causes, empowerment, treatment preferences, and stigma. Journal of Mental Health , 12 (6), 551-563. Full Text

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Education, Training, & Certifications

In the News

Subject Headings

Selected Grants

Selected Publications

Journal Articles