 Regression Analysis
"Regression Analysis" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus,
MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure,
which enables searching at various levels of specificity.
Procedures for finding the mathematical function which best describes the relationship between a dependent variable and one or more independent variables. In linear regression (see LINEAR MODELS) the relationship is constrained to be a straight line and LEAST-SQUARES ANALYSIS is used to determine the best fit. In logistic regression (see LOGISTIC MODELS) the dependent variable is qualitative rather than continuously variable and LIKELIHOOD FUNCTIONS are used to find the best relationship. In multiple regression, the dependent variable is considered to depend on more than a single independent variable.
| Descriptor ID |
D012044
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| MeSH Number(s) |
E05.318.740.750 N05.715.360.750.695 N06.850.520.830.750
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| Concept/Terms |
Regression Analysis- Regression Analysis
- Statistical Regression
- Regression, Statistical
- Regressions, Statistical
- Statistical Regressions
- Regression Diagnostics
- Diagnostics, Regression
- Analysis, Regression
- Analyses, Regression
- Regression Analyses
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Below are MeSH descriptors whose meaning is more general than "Regression Analysis".
Below are MeSH descriptors whose meaning is more specific than "Regression Analysis".
This graph shows the total number of publications written about "Regression Analysis" by people in UAMS Profiles by year, and whether "Regression Analysis" was a major or minor topic of these publications.
To see the data from this visualization as text, click here.
| Year | Major Topic | Minor Topic | Total |
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| 2022 | 0 | 2 | 2 | | 2021 | 0 | 4 | 4 | | 2020 | 0 | 6 | 6 | | 2019 | 0 | 6 | 6 | | 2018 | 1 | 3 | 4 | | 2017 | 0 | 7 | 7 | | 2016 | 0 | 9 | 9 | | 2015 | 0 | 13 | 13 | | 2014 | 0 | 13 | 13 | | 2013 | 0 | 19 | 19 | | 2012 | 0 | 18 | 18 | | 2011 | 0 | 18 | 18 | | 2010 | 0 | 15 | 15 | | 2009 | 0 | 14 | 14 | | 2008 | 0 | 17 | 17 | | 2007 | 0 | 9 | 9 | | 2006 | 0 | 12 | 12 | | 2005 | 0 | 9 | 9 | | 2004 | 0 | 15 | 15 | | 2003 | 0 | 15 | 15 | | 2002 | 0 | 8 | 8 | | 2001 | 0 | 10 | 10 | | 2000 | 0 | 8 | 8 | | 1999 | 1 | 8 | 9 | | 1998 | 0 | 3 | 3 | | 1997 | 1 | 5 | 6 | | 1996 | 0 | 5 | 5 | | 1995 | 0 | 6 | 6 | | 1994 | 0 | 4 | 4 | | 1993 | 0 | 3 | 3 | | 1992 | 0 | 2 | 2 | | 1991 | 0 | 1 | 1 | | 1990 | 0 | 3 | 3 | | 1989 | 0 | 2 | 2 |
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Below are the most recent publications written about "Regression Analysis" by people in Profiles over the past ten years.
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Edmondson MJ, Luo C, Nazmul Islam M, Sheils NE, Buresh J, Chen Z, Bian J, Chen Y. Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks. J Biomed Inform. 2022 07; 131:104097.
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Jung S, Tak SH. Factors of Functional Disability in the Social Participation of Older Adults Living Alone With Fall Experience. J Appl Gerontol. 2022 10; 41(10):2197-2204.
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Feldstein LR, Tenforde MW, Friedman KG, Newhams M, Rose EB, Dapul H, Soma VL, Maddux AB, Mourani PM, Bowens C, Maamari M, Hall MW, Riggs BJ, Giuliano JS, Singh AR, Li S, Kong M, Schuster JE, McLaughlin GE, Schwartz SP, Walker TC, Loftis LL, Hobbs CV, Halasa NB, Doymaz S, Babbitt CJ, Hume JR, Gertz SJ, Irby K, Clouser KN, Cvijanovich NZ, Bradford TT, Smith LS, Heidemann SM, Zackai SP, Wellnitz K, Nofziger RA, Horwitz SM, Carroll RW, Rowan CM, Tarquinio KM, Mack EH, Fitzgerald JC, Coates BM, Jackson AM, Young CC, Son MBF, Patel MM, Newburger JW, Randolph AG. Characteristics and Outcomes of US Children and Adolescents With Multisystem Inflammatory Syndrome in Children (MIS-C) Compared With Severe Acute COVID-19. JAMA. 2021 03 16; 325(11):1074-1087.
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Siebert JC, Saint-Cyr M, Borengasser SJ, Wagner BD, Lozupone CA, G?rg C. CANTARE: finding and visualizing network-based multi-omic predictive models. BMC Bioinformatics. 2021 Feb 19; 22(1):80.
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Zhang D, Jones RR, James P, Kitahara CM, Xiao Q. Associations between artificial light at night and risk for thyroid cancer: A large US cohort study. Cancer. 2021 05 01; 127(9):1448-1458.
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Gilbertson LE, Fiedorek MC, Fiedorek CS, Trinh TA, Lam H, Austin TM. Prolonged neuromuscular block after rocuronium administration in laparoscopic pyloromyotomy patients: A retrospective bayesian regression analysis. Paediatr Anaesth. 2021 03; 31(3):290-297.
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Williams TP, Hancock KJ, Klimberg VS, Radhakrishnan RS, Tyler DS, Perez A. Learning to Read: Successful Program-Based Remediation Using the Surgical Council on Resident Education (SCORE) Curriculum. J Am Coll Surg. 2021 04; 232(4):397-403.
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Hajifathalian K, Sharaiha RZ, Kumar S, Krisko T, Skaf D, Ang B, Redd WD, Zhou JC, Hathorn KE, McCarty TR, Bazarbashi AN, Njie C, Wong D, Shen L, Sholle E, Cohen DE, Brown RS, Chan WW, Fortune BE. Development and external validation of a prediction risk model for short-term mortality among hospitalized U.S. COVID-19 patients: A proposal for the COVID-AID risk tool. PLoS One. 2020; 15(9):e0239536.
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Rostad CA, Chahroudi A, Mantus G, Lapp SA, Teherani M, Macoy L, Tarquinio KM, Basu RK, Kao C, Linam WM, Zimmerman MG, Shi PY, Menachery VD, Oster ME, Edupuganti S, Anderson EJ, Suthar MS, Wrammert J, Jaggi P. Quantitative SARS-CoV-2 Serology in Children With Multisystem Inflammatory Syndrome (MIS-C). Pediatrics. 2020 12; 146(6).
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Garneau-Fournier J, McBain S, Turchik JA. Factors Associated with Sexual Satisfaction among Veterans Who Have Experienced Military Sexual Trauma. J Sex Marital Ther. 2020; 46(8):721-735.
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Mulkey SB, Govindan RB, Hitchings L, Al-Shargabi T, Herrera N, Swisher CB, Eze A, Russo S, Schlatterer SD, Jacobs MB, McCarter R, Kline A, Maxwell GL, Baker R, du Plessis AJ. Autonomic nervous system maturation in the premature extrauterine milieu. Pediatr Res. 2021 03; 89(4):863-868.
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Pertzborn MC, Prabhakaran S, Abu-Hasan M, Baker D, Wu S, Wu Y, Hendeles L. Continuous Albuterol With Benzalkonium in Children Hospitalized With Severe Asthma. Pediatrics. 2020 04; 145(4).
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Roberts LT, Carbonneau N, Goodman LC, Musher-Eizenman DR. Retrospective reports of childhood feeding in mother-daughter dyads. Appetite. 2020 06 01; 149:104613.
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Downs-Canner SM, Gaber CE, Louie RJ, Strassle PD, Gallagher KK, Muss HB, Ollila DW. Nodal positivity decreases with age in women with early-stage, hormone receptor-positive breast cancer. Cancer. 2020 03 15; 126(6):1193-1201.
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Zhang C, Mannen EM, Sis HL, Cadel ES, Wong BM, Wang W, Cheng B, Friis EA, Anderson DE. Moment-rotation behavior of intervertebral joints in flexion-extension, lateral bending, and axial rotation at all levels of the human spine: A structured review and meta-regression analysis. J Biomech. 2020 02 13; 100:109579.
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West SW, Williams S, Kemp SPT, Cross MJ, McKay C, Fuller CW, Taylor A, Brooks JHM, Stokes KA. Patterns of training volume and injury risk in elite rugby union: An analysis of 1.5 million hours of training exposure over eleven seasons. J Sports Sci. 2020 Feb; 38(3):238-247.
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Hoffmeister JR, Cohoon AJ, Sorocco KH, Acheson A, Lovallo WR. Addiction resistance to alcohol: What about heavy drinkers who avoid alcohol problems? Drug Alcohol Depend. 2019 11 01; 204:107552.
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Drennen CR, Coleman SM, Ettinger de Cuba S, Frank DA, Chilton M, Cook JT, Cutts DB, Heeren T, Casey PH, Black MM. Food Insecurity, Health, and Development in Children Under Age Four Years. Pediatrics. 2019 10; 144(4).
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S?rensen TT, Horv?th-Puh? E, N?rgaard M, Ehrenstein V, Henderson VW. Risk of amyotrophic lateral sclerosis and other motor neuron disease among men with benign prostatic hyperplasia: a population-based cohort study. BMJ Open. 2019 07 04; 9(7):e030015.
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Elizondo LI, Rios DR, Vu E, Kibler K, Easley RB, Andropoulos DB, Acosta S, Rusin CG, Kaiser JR, Brady KM, Rhee CJ. Observed and calculated cerebral critical closing pressure are highly correlated in preterm infants. Pediatr Res. 2019 08; 86(2):242-246.
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Rouse H, Goudie A, Rettiganti M, Leath K, Riser Q, Thompson J. Prevalence, Patterns, and Predictors: A Statewide Longitudinal Study of Childhood Obesity. J Sch Health. 2019 04; 89(4):237-245.
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Adjei Boakye E, Buchanan P, Hinyard L, Stamatakis K, Osazuwa-Peters N, Simpson MC, Schootman M, Piccirillo JF. Risk and outcomes for second primary human papillomavirus-related and -unrelated head and neck malignancy. Laryngoscope. 2019 08; 129(8):1828-1835.
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Wan F. A note on a naive regression-based test on the validity of an instrumental variable. Stat Med. 2018 12 10; 37(28):4330-4333.
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Kartakoullis A, Comaposada J, Cruz-Carri?n A, Serra X, Gou P. Feasibility study of smartphone-based Near Infrared Spectroscopy (NIRS) for salted minced meat composition diagnostics at different temperatures. Food Chem. 2019 Apr 25; 278:314-321.
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Se?a AC, Lee JY, Schwebke J, Philip SS, Wiesenfeld HC, Rompalo AM, Cook RL, Hobbs MM. A Silent Epidemic: The Prevalence, Incidence and Persistence of Mycoplasma genitalium Among Young, Asymptomatic High-Risk Women in the United States. Clin Infect Dis. 2018 06 18; 67(1):73-79.
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Wolf EJ, Logue MW, Morrison FG, Wilcox ES, Stone A, Schichman SA, McGlinchey RE, Milberg WP, Miller MW. Posttraumatic psychopathology and the pace of the epigenetic clock: a longitudinal investigation. Psychol Med. 2019 04; 49(5):791-800.
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Rabie NZ, Ounpraseuth S, Hughes D, Lang P, Wiegel M, Magann EF. Association of the Length of the Third Stage of Labor and Blood Loss Following Vaginal Delivery. South Med J. 2018 03; 111(3):178-182.
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Tuominen L, Miettunen J, Cannon DM, Drevets WC, Frokjaer VG, Hirvonen J, Ichise M, Jensen PS, Keltikangas-J?rvinen L, Klaver JM, Knudsen GM, Takano A, Suhara T, Hietala J. Neuroticism Associates with Cerebral in Vivo Serotonin Transporter Binding Differently in Males and Females. Int J Neuropsychopharmacol. 2017 12 01; 20(12):963-970.
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Nagaraj NK. Working Memory and Speech Comprehension in Older Adults With Hearing Impairment. J Speech Lang Hear Res. 2017 10 17; 60(10):2949-2964.
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Pepa PA, Lee KC, Huynh HE, Wilson MP. Safety of Risperidone for Acute Agitation and Alcohol Intoxication in Emergency Department Patients. J Emerg Med. 2017 Oct; 53(4):530-535.
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Ip EH, Marshall SA, Arcury TA, Suerken CK, Trejo G, Skelton JA, Quandt SA. Child Feeding Style and Dietary Outcomes in a Cohort of Latino Farmworker Families. J Acad Nutr Diet. 2018 07; 118(7):1208-1219.
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Thakali KM, Faske JB, Ishwar A, Alfaro MP, Cleves MA, Badger TM, Andres A, Shankar K. Maternal obesity and gestational weight gain are modestly associated with umbilical cord DNA methylation. Placenta. 2017 Sep; 57:194-203.
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Veeraputhiran M, Yang L, Sundaram V, Arai S, Lowsky R, Miklos D, Meyer E, Muffly L, Negrin R, Rezvani A, Shizuru J, Weng WK, Johnston L. Validation of the Hematopoietic Cell Transplantation-Specific Comorbidity Index in Nonmyeloablative Allogeneic Stem Cell Transplantation. Biol Blood Marrow Transplant. 2017 Oct; 23(10):1744-1748.
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Kashkoush A, Prabhu AV, Tonetti D, Agarwal N. The Neurosurgery Match: A Bibliometric Analysis of 206 First-Year Residents. World Neurosurg. 2017 Sep; 105:341-347.
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C?ceda R, Prendes-Alvarez S, Hsu JJ, Tripathi SP, Kilts CD, James GA. The neural correlates of reciprocity are sensitive to prior experience of reciprocity. Behav Brain Res. 2017 08 14; 332:136-144.
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Al-Shargabi T, Govindan RB, Dave R, Metzler M, Wang Y, du Plessis A, Massaro AN. Inflammatory cytokine response and reduced heart rate variability in newborns with hypoxic-ischemic encephalopathy. J Perinatol. 2017 06; 37(6):668-672.
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Hayes JP, Logue MW, Sadeh N, Spielberg JM, Verfaellie M, Hayes SM, Reagan A, Salat DH, Wolf EJ, McGlinchey RE, Milberg WP, Stone A, Schichman SA, Miller MW. Mild traumatic brain injury is associated with reduced cortical thickness in those at risk for Alzheimer's disease. Brain. 2017 03 01; 140(3):813-825.
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Schneebaum Sender N, Govindan RB, Whitehead MT, Massaro AN, Metzler M, Wang J, Cheng YI, du Plessis AJ. Cerebral modulation of the autonomic nervous system in term infants. J Perinatol. 2017 05; 37(5):558-562.
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Makhoul I, Todorova VK, Siegel ER, Erickson SW, Dhakal I, Raj VR, Lee JY, Orloff MS, Griffin RJ, Henry-Tillman RS, Klimberg S, Hutchins LF, Kadlubar SA. Germline Genetic Variants in TEK, ANGPT1, ANGPT2, MMP9, FGF2 and VEGFA Are Associated with Pathologic Complete Response to Bevacizumab in Breast Cancer Patients. PLoS One. 2017; 12(1):e0168550.
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Gupta P, Rettiganti M, Fisher PL, Chang AC, Rice TB, Wetzel RC. Association of Freestanding Children's Hospitals With Outcomes in Children With Critical Illness. Crit Care Med. 2016 Dec; 44(12):2131-2138.
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Roley-Roberts ME, Zielinski MJ, Hurtado G, Hovey JD, Elhai JD. Functions of Nonsuicidal Self-Injury Are Differentially Associated with Suicide Ideation and Past Attempts among Childhood Trauma Survivors. Suicide Life Threat Behav. 2017 08; 47(4):450-460.
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Adams JD, Kavouras SA, Johnson EC, Jansen LT, Capitan-Jimenez C, Robillard JI, Mauromoustakos A. The Effect of Storing Temperature and Duration on Urinary Hydration Markers. Int J Sport Nutr Exerc Metab. 2017 Feb; 27(1):18-24.
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Lee JH, Gamarel KE, Bryant KJ, Zaller ND, Operario D. Discrimination, Mental Health, and Substance Use Disorders Among Sexual Minority Populations. LGBT Health. 2016 08; 3(4):258-65.
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Townsend CK, Miyamoto RE, Antonio M, Zhang G, Paloma D, Basques D, Braun KL, Kaholokula JK. The PILI@Work Program: a translation of the diabetes prevention program to Native Hawaiian-serving worksites in Hawai'i. Transl Behav Med. 2016 06; 6(2):190-201.
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Hitt JM, Velasquez-Mieyer P, Neira C, Cowan P. Factors Affecting Hemoglobin A1C in the Diagnosis of Diabetes and Prediabetes in Youth. J Pediatr Nurs. 2016 Sep-Oct; 31(5):511-8.
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Gicquelais RE, Safi H, Butler S, Smith N, Haselow DT. Association of School-Based Influenza Vaccination Clinics and School Absenteeism--Arkansas, 2012-2013. J Sch Health. 2016 Apr; 86(4):235-41.
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Bolin EH, Siegel ER, Eswaran H, Lowery CL, Zakaria D, Best TH. Cardiac time intervals derived by magnetocardiography in fetuses exposed to pregnancy hypertension syndromes. J Perinatol. 2016 08; 36(8):643-8.
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Peltz A, Hall M, Rubin DM, Mandl KD, Neff J, Brittan M, Cohen E, Hall DE, Kuo DZ, Agrawal R, Berry JG. Hospital Utilization Among Children With the Highest Annual Inpatient Cost. Pediatrics. 2016 Feb; 137(2):e20151829.
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Chng WJ, Chung TH, Kumar S, Usmani S, Munshi N, Avet-Loiseau H, Goldschmidt H, Durie B, Sonneveld P. Gene signature combinations improve prognostic stratification of multiple myeloma patients. Leukemia. 2016 05; 30(5):1071-8.
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Hobeika L, Hunt KJ, Neely BA, Arthur JM. Comparison of the Rate of Renal Function Decline in NonProteinuric Patients With and Without Diabetes. Am J Med Sci. 2015 Dec; 350(6):447-52.
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Bouris A, Everett BG, Heath RD, Elsaesser CE, Neilands TB. Effects of Victimization and Violence on Suicidal Ideation and Behaviors Among Sexual Minority and Heterosexual Adolescents. LGBT Health. 2016 Apr; 3(2):153-61.
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Fortney JC, Curran GM, Hunt JB, Cheney AM, Lu L, Valenstein M, Eisenberg D. Prevalence of probable mental disorders and help-seeking behaviors among veteran and non-veteran community college students. Gen Hosp Psychiatry. 2016 Jan-Feb; 38:99-104.
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Moran LV, Masters GA, Pingali S, Cohen BM, Liebson E, Rajarethinam RP, Ongur D. Prescription stimulant use is associated with earlier onset of psychosis. J Psychiatr Res. 2015 Dec; 71:41-7.
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Cunningham RM, Chermack ST, Ehrlich PF, Carter PM, Booth BM, Blow FC, Barry KL, Walton MA. Alcohol Interventions Among Underage Drinkers in the ED: A Randomized Controlled Trial. Pediatrics. 2015 Oct; 136(4):e783-93.
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Holmes-Rovner M, Montgomery JS, Rovner DR, Scherer LD, Whitfield J, Kahn VC, Merkle EC, Ubel PA, Fagerlin A. Informed Decision Making: Assessment of the Quality of Physician Communication about Prostate Cancer Diagnosis and Treatment. Med Decis Making. 2015 11; 35(8):999-1009.
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Vandewalle RJ, Carr MG, Koontz CS, Mitchell E, Torres C, Lam G. Can prenatal ultrasound predict secondary gastrointestinal complications in neonates with gastroschisis? Am Surg. 2015 Jun; 81(6):E246-7.
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Ou X, Thakali KM, Shankar K, Andres A, Badger TM. Maternal adiposity negatively influences infant brain white matter development. Obesity (Silver Spring). 2015 May; 23(5):1047-54.
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Wolfe AR, Atkinson RL, Reddy JP, Debeb BG, Larson R, Li L, Masuda H, Brewer T, Atkinson BJ, Brewster A, Ueno NT, Woodward WA. High-density and very-low-density lipoprotein?have opposing roles in regulating tumor-initiating cells and sensitivity to radiation in inflammatory breast cancer. Int J Radiat Oncol Biol Phys. 2015 Apr 01; 91(5):1072-80.
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Li LT, Barden GM, Balentine CJ, Orcutt ST, Naik AD, Artinyan A, Sansgiry S, Albo D, Berger DH, Anaya DA. Postoperative transitional care needs in the elderly: an outcome of recovery associated with worse long-term survival. Ann Surg. 2015 Apr; 261(4):695-701.
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Wan F, Small D, Bekelman JE, Mitra N. Bias in estimating the causal hazard ratio when using two-stage instrumental variable methods. Stat Med. 2015 Jun 30; 34(14):2235-65.
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Langford DJ, Paul SM, West CM, Dunn LB, Levine JD, Kober KM, Dodd MJ, Miaskowski C, Aouizerat BE. Variations in potassium channel genes are associated with distinct trajectories of persistent breast pain after breast cancer surgery. Pain. 2015 Mar; 156(3):371-380.
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Fagan P, Pohkrel P, Herzog T, Pagano I, Vallone D, Trinidad DR, Sakuma KL, Sterling K, Fryer CS, Moolchan E. Comparisons of three nicotine dependence scales in a multiethnic sample of young adult menthol and non-menthol smokers. Drug Alcohol Depend. 2015 Apr 01; 149:203-11.
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Stoddard SA, Epstein-Ngo Q, Walton MA, Zimmerman MA, Chermack ST, Blow FC, Booth BM, Cunningham RM. Substance use and violence among youth: a daily calendar analysis. Subst Use Misuse. 2015 Feb; 50(3):328-39.
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Gupta P, Rettiganti M, Gossett JM, Gardner M, Bryant JC, Noel TR, Knecht KR. Longitudinal renal function in pediatric heart transplant recipients: 20-years experience. Pediatr Transplant. 2015 Mar; 19(2):182-7.
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