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1

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

Daniel Westreich, Justin Lessler, Michele Jonsson Funk

Journal:

Journal of Clinical Epidemiology

Year:

2010

Language:

english

File:

PDF, 280 KB

english, 2010

2

The role of the c-statistic in variable selection for propensity score models

Daniel Westreich, Stephen R. Cole, Michele Jonsson Funk, M. Alan Brookhart, Til Stürmer

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2011

Language:

english

File:

PDF, 62 KB

english, 2011

3

Patterns and Predictors of Vaginal Bleeding in the First Trimester of Pregnancy

Reem Hasan, Donna D. Baird, Amy H. Herring, Andrew F. Olshan, Michele L. Jonsson Funk, Katherine E. Hartmann

Journal:

Annals of Epidemiology

Year:

2010

Language:

english

File:

PDF, 168 KB

english, 2010

4

A logistic model for the prediction of endometriosis

Barbara J. Stegmann, Michele Jonsson Funk, Ninet Sinaii, Katherine E. Hartmann, James Segars, Lynnette K. Nieman, Pamela Stratton

Journal:

Fertility and Sterility

Year:

2009

Language:

english

File:

PDF, 130 KB

english, 2009

5

Trends in use of surgical mesh for pelvic organ prolapse

Jonsson Funk, Michele, Edenfield, Autumn L., Pate, Virginia, Visco, Anthony G., Weidner, Alison C., Wu, Jennifer M.

Journal:

American Journal of Obstetrics and Gynecology

Year:

2013

Language:

english

File:

PDF, 478 KB

english, 2013

6

Association of Adverse Pregnancy Outcomes With Glyburide vs Insulin in Women With Gestational Diabetes

Camelo Castillo, Wendy, Boggess, Kim, Stürmer, Til, Brookhart, M. Alan, Benjamin, Daniel K., Jonsson Funk, Michele

Journal:

JAMA Pediatrics

Year:

2015

Language:

english

File:

PDF, 264 KB

english, 2015

7

Prospective Cohort Study of Uterine Fibroids and Miscarriage Risk

Hartmann, Katherine E., Velez Edwards, Digna R., Savitz, David A., Jonsson-Funk, Michele L., Wu, Pingsheng, Sundermann, Alexandra C., Baird, Donna D.

Journal:

American Journal of Epidemiology

Year:

2017

Language:

english

File:

PDF, 291 KB

english, 2017

8

Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand

Landi, Suzanne N., Radke, Sarah, Boggess, Kim, Engel, Stephanie M., Stürmer, Til, Howe, Anna S., Jonsson Funk, Michele

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2019

Language:

english

File:

PDF, 2.40 MB

english, 2019

9

Validation of a 5âYear Mortality Prediction Model among U.S. Medicare Beneficiaries

Ross, Rachael K., Kuo, TzyâMey, WebsterâClark, Michael, Lewis, Carmen L., Kistler, Christine E., Jonsson Funk, Michele, Lund, Jennifer L.

Journal:

Journal of the American Geriatrics Society

Year:

2020

File:

PDF, 231 KB

2020

10

Ondansetron use in early pregnancy and the risk miscarriage

Suarez, Elizabeth A, Boggess, Kim, Engel, Stephanie, StÃ¼mer, Til, Lund, Jennifer L, Jonsson Funk, Michele

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2020

File:

PDF, 1.24 MB

2020

11

Risk of ischaemic cardiovascular events from selective cyclooxygenase-2 inhibitors in osteoarthritis

Marianne Cunnington, David Webb, Nawab Qizilbash, David Blum, Adrian Mander, Michele Jonsson Funk, John Weil

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2008

Language:

english

File:

PDF, 121 KB

english, 2008

12

Accuracy of reporting bleeding during pregnancy

Reem Hasan, Michele L. Jonsson Funk, Amy H. Herring, Andrew F. Olshan, Katherine E. Hartmann, Donna D. Baird

Journal:

Paediatric and Perinatal Epidemiology

Year:

2010

Language:

english

File:

PDF, 95 KB

english, 2010

13

Factors associated with response to lamivudine: Retrospective study in a tertiary care clinic serving patients with chronic hepatitis B

HIE-WON L HANN, MICHELE L JONSSON FUNK, DANIEL M ROSENBERG, RANDY DAVIS

Journal:

Journal of Gastroenterology and Hepatology

Year:

2005

Language:

english

File:

PDF, 107 KB

english, 2005

14

559: Perinatal outcomes associated with changing diagnostic criteria for gestational diabetes: National Diabetes Data Group versus Carpenter-Coustan

Erica K. Berggren, Kim A. Boggess, Michele Jonsson Funk, Alison M. Stuebe, Amanda M. Brown

Journal:

American Journal of Obstetrics and Gynecology

Year:

2011

Language:

english

File:

PDF, 205 KB

english, 2011

15

560: Racial disparities in perinatal outcomes: the Hispanic paradox persists in treated gestational diabetes

Erica K. Berggren, Kim A. Boggess, Michele Jonsson Funk

Journal:

American Journal of Obstetrics and Gynecology

Year:

2011

Language:

english

File:

PDF, 126 KB

english, 2011

16

National Diabetes Data Group vs Carpenter-Coustan criteria to diagnose gestational diabetes

Erica K. Berggren, Kim A. Boggess, Alison M. Stuebe, Michele Jonsson Funk

Journal:

American Journal of Obstetrics and Gynecology

Year:

2011

Language:

english

File:

PDF, 690 KB

english, 2011

17

554: Population reduction in maternal glucose reduces adverse outcomes in women with mild glucose intolerance of pregnancy

Erica K. Berggren, Kim Boggess, Michele Jonsson Funk

Journal:

American Journal of Obstetrics and Gynecology

Year:

2012

Language:

english

File:

PDF, 340 KB

english, 2012

18

Incidence of symptomatic deep venous thrombosis with epoetin alfa or darbepoetin alfa treatment of anemia in patients with ovarian or primary peritoneal cancer

Shannon N. Westin, Elizabeth N. Skinner, Michele Jonsson Funk, Paola M. Gehrig, Linda Van Le

Journal:

Gynecologic Oncology

Year:

2007

Language:

english

File:

PDF, 114 KB

english, 2007

19

Testing diagnostic tests: Why size matters

Michele Jonsson Funk, Vicky A. LeGrys

Journal:

The Journal of Pediatrics

Year:

2005

Language:

english

File:

PDF, 166 KB

english, 2005

20

Sling revision/removal for mesh erosion and urinary retention: long-term risk and predictors

Jonsson Funk, Michele, Siddiqui, Nazema Y., Pate, Virginia, Amundsen, Cindy L., Wu, Jennifer M.

Journal:

American Journal of Obstetrics and Gynecology

Year:

2013

Language:

english

File:

PDF, 344 KB

english, 2013

21

Long-term outcomes of vaginal mesh versus native tissue repair for anterior vaginal wall prolapse

Michele Jonsson Funk, Anthony G. Visco…

Journal:

International Urogynecology Journal

Year:

2013

Language:

english

File:

PDF, 144 KB

english, 2013

22

Preschool Motor Skills Following Physical and Occupational Therapy Services Among Non-Disabled Very Low Birth Weight Children

Stephanie Watkins, Michele Jonsson-Funk…

Journal:

Maternal and Child Health Journal

Year:

2014

Language:

english

File:

PDF, 307 KB

english, 2014

23

Mitochondrial Disorders among Infants Exposed to HIV and Antiretroviral Therapy

Dr Michele Jonsson Funk, Suzanne E. Belinson, Jeanne M. Pimenta…

Journal:

Year:

2007

Language:

english

File:

PDF, 214 KB

english, 2007

24

249: Glyburide versus insulin for treatment of gestational diabetes (GDM): neonatal outcomes with practical experience in a large cohort

Castillo, Wendy Camelo, Boggess, Kim, Sturmer, Til, Brookhart, Alan, Benjamin, Daniel, Jonsson-Funk, Michelle

Journal:

American Journal of Obstetrics and Gynecology

Year:

2014

Language:

english

File:

PDF, 548 KB

english, 2014

25

PD11-04 TRENDS AND PATTERNS OF URODYNAMIC STUDIES IN U.S. MALES, 2000-2011

Conover, Mitchell M., Borawski, Kristy, Funk, Michele Jonsson, Kinlaw, Alan C., Wu, Jennifer M.

Journal:

The Journal of Urology

Year:

2014

Language:

english

File:

PDF, 241 KB

english, 2014

26

Did GOG99 and PORTEC1 change clinical practice in the United States?

Ko, Emily M., Funk, Michele Jonsson, Clark, Leslie H., Brewster, Wendy R.

Journal:

Gynecologic Oncology

Year:

2013

Language:

english

File:

PDF, 207 KB

english, 2013

27

Effect of Statin Use on Acute Kidney Injury Risk Following Coronary Artery Bypass Grafting

Layton, J. Bradley, Kshirsagar, Abhijit V., Simpson, Ross J., Pate, Virginia, Jonsson Funk, Michele, Stürmer, Til, Brookhart, M. Alan

Journal:

The American Journal of Cardiology

Year:

2013

Language:

english

File:

PDF, 144 KB

english, 2013

28

Racial differences among reasons for participating in research of pregnancy outcomes: The right from the start experience

Lamvu, Georgine, Lorenz, Carol, Jonsson Funk, Michelle, Makarushka, Christina, Hartmann, Katherine, Savitz, David

Journal:

Gender Medicine

Year:

2005

Language:

english

File:

PDF, 645 KB

english, 2005

29

Subclinical Hypothyroidism and Risk for Incident Ischemic Stroke Among Postmenopausal Women

Giri, Ayush, Edwards, Todd L., LeGrys, Vicky A., Lorenz, Carol E., Funk, Michele Jonsson, Schectman, Robin, Heiss, Gerardo, Robinson, Jennifer G., Hartmann, Katherine E.

Journal:

Year:

2014

Language:

english

File:

PDF, 243 KB

english, 2014

30

Population Health: Modest Glycaemic Improvements in a Pregnant Cohort with Mild Glucose Intolerance Decreased Adverse Outcomes

Berggren, Erica K., Boggess, Kim A., Jonsson Funk, Michele

Journal:

Paediatric and Perinatal Epidemiology

Year:

2014

Language:

english

File:

PDF, 155 KB

english, 2014

31

An Empirical Comparison of Tree-Based Methods for Propensity Score Estimation

Watkins, Stephanie, Jonsson-Funk, Michele, Brookhart, M. Alan, Rosenberg, Steven A., O'Shea, T. Michael, Daniels, Julie

Journal:

Health Services Research

Year:

2013

Language:

english

File:

PDF, 171 KB

english, 2013

32

Use of Combination Antihypertensive Therapy Initiation in Older Americans without Prevalent Cardiovascular Disease

Li, Xiaojuan, Camelo Castillo, Wendy, Stürmer, Til, Pate, Virginia, Gray, Christine L., Simpson, Ross J., Setoguchi, Soko, Hanson, Laura C., Jonsson Funk, Michele

Journal:

Journal of the American Geriatrics Society

Year:

2014

Language:

english

File:

PDF, 78 KB

english, 2014

33

Acute kidney injury in statin initiators

Layton, J. Bradley, Brookhart, M. Alan, Jonsson Funk, Michele, Simpson, Ross J., Pate, Virginia, Stürmer, Til, Kshirsagar, Abhijit V.

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2013

Language:

english

File:

PDF, 771 KB

english, 2013

34

Racial Disparities in Perinatal Outcomes Among Women with Gestational Diabetes

Berggren, Erica K., Boggess, Kim A., Funk, Michele Jonsson, Stuebe, Alison M.

Journal:

Journal of Women's Health

Year:

2012

Language:

english

File:

PDF, 247 KB

english, 2012

35

Metformin and the risk of endometrial cancer: A population-based cohort study

Ko, Emily M., Stürmer, Til, Hong, Jin-Liern, Castillo, Wendy Camelo, Bae-Jump, Victoria, Funk, Michele Jonsson

Journal:

Gynecologic Oncology

Year:

2015

Language:

english

File:

PDF, 531 KB

english, 2015

36

Trends in Glyburide Compared With Insulin Use for Gestational Diabetes Treatment in the United States, 2000–2011

Camelo Castillo, Wendy, Boggess, Kim, Stürmer, Til, Brookhart, M. Alan, Benjamin, Daniel K., Jonsson Funk, Michele

Journal:

Obstetrics & Gynecology

Year:

2014

Language:

english

File:

PDF, 606 KB

english, 2014

37

Trends and Patterns of Urodynamic Studies in U.S. Women, 2000–2012

Conover, Mitchell M., Jonsson Funk, Michele, Kinlaw, Alan C., Connolly, AnnaMarie, Wu, Jennifer M.

Journal:

Obstetrics & Gynecology

Year:

2015

Language:

english

File:

PDF, 474 KB

english, 2015

38

Lifetime Risk of Stress Urinary Incontinence or Pelvic Organ Prolapse Surgery

Wu, Jennifer M., Matthews, Catherine A., Conover, Mitchell M., Pate, Virginia, Jonsson Funk, Michele

Journal:

Obstetrics & Gynecology

Year:

2014

Language:

english

File:

PDF, 1.42 MB

english, 2014

39

Tuberculosis Treatment and Risk of Stavudine Substitution in First‐Line Antiretroviral Therapy

Westreich, Daniel J., Sanne, Ian, Maskew, Mhairi, Malope‐Kgokong, Babatyi, Conradie, Francesca, Majuba, Pappie, Funk, Michele Jonsson, Kaufman, Jay S., Van Rie, Annelies, MacPhail, Patrick

Journal:

Clinical Infectious Diseases

Year:

2009

Language:

english

File:

PDF, 296 KB

english, 2009

40

Misclassification in Administrative Claims Data: Quantifying the Impact on Treatment Effect Estimates

Jonsson Funk, Michele, Landi, Suzanne N.

Journal:

Current Epidemiology Reports

Year:

2014

Language:

english

File:

PDF, 258 KB

english, 2014

41

Subclinical Hypothyroidism and Risk for Incident Myocardial Infarction Among Postmenopausal Women

LeGrys, Vicky A., Funk, Michele Jonsson, Lorenz, Carol E., Giri, Ayush, Jackson, Rebecca D., Manson, JoAnn E., Schectman, Robin, Edwards, Todd L., Heiss, Gerardo, Hartmann, Katherine E.

Journal:

Journal of Clinical Endocrinology & Metabolism

Year:

2013

Language:

english

File:

PDF, 173 KB

english, 2013

42

Glyburide vs Insulin and Adverse Pregnancy Outcomes—Reply

Castillo, Wendy Camelo, Funk, Michele Jonsson

Journal:

JAMA Pediatrics

Year:

2015

Language:

english

File:

PDF, 60 KB

english, 2015

43

Nonexperimental Comparative Effectiveness Research Using Linked Healthcare Databases

Stürmer, Til, Jonsson Funk, Michele, Poole, Charles, Brookhart, M. Alan

Journal:

Year:

2011

Language:

english

File:

PDF, 163 KB

english, 2011

44

Periconceptional Over-the-Counter Nonsteroidal Anti-inflammatory Drug Exposure and Risk for Spontaneous Abortion

Edwards, Digna R. Velez, Aldridge, Tiara, Baird, Donna D., Funk, Michele Jonsson, Savitz, David A., Hartmann, Katherine E.

Journal:

Obstetrics & Gynecology

Year:

2012

Language:

english

File:

PDF, 532 KB

english, 2012

45

Reviews

Zandvoort, R.W., Storms, G., Mertens‐Fonck, Paule, Funke, O., Benjamin, Edwin B., Røstvig, Maren‐Sofie, Bullough, Geoffrey, Michel‐Michot, Paulette, Buning, M., van Ek, J.A., Sundby, Bertil, Jönsson,

Journal:

English Studies

Year:

1965

Language:

english

File:

PDF, 7.64 MB

english, 1965

46

Cohort Study of the Impact of High-dose Opioid Analgesics on Overdose Mortality

Dasgupta, Nabarun, Funk, Michele Jonsson, Proescholdbell, Scott, Hirsch, Annie, Ribisl, Kurt M., Marshall, Steve

Journal:

Year:

2015

Language:

english

File:

PDF, 613 KB

english, 2015

47

Longitudinal association of vasomotor symptoms and psychosocial outcomes among postmenopausal women in the United States

Van Dole, Kristen B., Williams, Rachel E., Brown, Rebekkah S., Gaynes, Bradley, DeVellis, Robert, Funk, Michele Jonsson

Journal:

Year:

2010

Language:

english

File:

PDF, 111 KB

english, 2010

48

Incidence of opioid-managed pelvic pain after hysteroscopic sterilization versus laparoscopic sterilization, US 2005-2012

Conover, Mitchell M., Howell, Jennifer O., Wu, Jennifer M., Kinlaw, Alan C., Dasgupta, Nabarun, Jonsson Funk, Michele

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2015

Language:

english

File:

PDF, 956 KB

english, 2015

49

Trends in Prevalence and Determinants of Potentially Inappropriate Prescribing in the United States: 2007 to 2012

Jirón, Marcela, Pate, Virginia, Hanson, Laura C., Lund, Jennifer L., Jonsson Funk, Michele, Stürmer, Til

Journal:

Journal of the American Geriatrics Society

Year:

2016

Language:

english

File:

PDF, 324 KB

english, 2016

50

Predictors of prevalent statin use among older adults identified as statin initiators based on Medicare claims data

Young, Jessica C., Stürmer, Til, Lund, Jennifer L., Funk, Michele Jonsson

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2016

Language:

english

File:

PDF, 441 KB

english, 2016