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Associations of Apolipoprotein E ε4 Genotype and Ball Heading With Verbal Memory in Amateur Soccer Players.

Hunter LE, Freudenberg-Hua Y, Davies P, Kim M, Lipton RB, Stewart WF, Srinivasan P, Hu S, Lipton ML.

JAMA Neurol. 2020 Jan 27. doi: 10.1001/jamaneurol.2019.4828. [Epub ahead of print]


BDNF Val66Met Positive Players Demonstrate Diffusion Tensor Imaging Consistent With Impaired Myelination Associated With High Levels of Soccer Heading: Indication of a Potential Gene-Environment Interaction Mechanism.

Hunter LE, Freudenberg-Hua Y, Davies P, Kim M, Fleysher R, Stewart WF, Lipton RB, Lipton ML.

Front Neurol. 2019 Dec 11;10:1297. doi: 10.3389/fneur.2019.01297. eCollection 2019.


Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work.

Perros I, Yan X, Jones JB, Sun J, Stewart WF.

J Biomed Inform. 2020 Jan;101:103312. doi: 10.1016/j.jbi.2019.103312. Epub 2019 Oct 15.


Recurrent Neural Networks for Early Detection of Heart Failure From Longitudinal Electronic Health Record Data: Implications for Temporal Modeling With Respect to Time Before Diagnosis, Data Density, Data Quantity, and Data Type.

Chen R, Stewart WF, Sun J, Ng K, Yan X.

Circ Cardiovasc Qual Outcomes. 2019 Oct;12(10):e005114. doi: 10.1161/CIRCOUTCOMES.118.005114. Epub 2019 Oct 15.


Erenumab in chronic migraine: Patient-reported outcomes in a randomized double-blind study.

Lipton RB, Tepper SJ, Reuter U, Silberstein S, Stewart WF, Nilsen J, Leonardi DK, Desai P, Cheng S, Mikol DD, Lenz R.

Neurology. 2019 May 7;92(19):e2250-e2260. doi: 10.1212/WNL.0000000000007452. Epub 2019 Apr 17.


Predicting need for advanced illness or palliative care in a primary care population using electronic health record data.

Jung K, Sudat SEK, Kwon N, Stewart WF, Shah NH.

J Biomed Inform. 2019 Apr;92:103115. doi: 10.1016/j.jbi.2019.103115. Epub 2019 Feb 10.


Improving Medical Communication in Migraine Management: A Modified Delphi Study to Develop a Digital Migraine Tracker.

Dodick DW, Tepper SJ, Lipton RB, Buse DC, Stewart WF, Bayliss M, Desai P, Sapra S, Anderson K, McInerney-Prichard E.

Headache. 2018 Oct;58(9):1358-1372. doi: 10.1111/head.13426.


MRI-defined White Matter Microstructural Alteration Associated with Soccer Heading Is More Extensive in Women than Men.

Rubin TG, Catenaccio E, Fleysher R, Hunter LE, Lubin N, Stewart WF, Kim M, Lipton RB, Lipton ML.

Radiology. 2018 Nov;289(2):478-486. doi: 10.1148/radiol.2018180217. Epub 2018 Jul 31.


Heading and unintentional head impacts have opposing associations with Patient Reported Outcomes in amateur soccer players.

Hunter LE, Ifrah C, Zimmerman ME, Kim M, Lipton RB, Stewart WF, Lipton ML.

Res Sports Med. 2018 Oct-Dec;26(4):390-400. doi: 10.1080/15438627.2018.1492396. Epub 2018 Jul 13.


Personality and Risk Taking in Sports: A Focus on Unintentional and Intentional Head Impacts in Amateur Soccer Players.

Levitch CF, Ifrah C, Kim M, Stewart WF, Lipton RB, Zimmerman ME, Lipton ML.

Clin J Sport Med. 2018 Jun 21. doi: 10.1097/JSM.0000000000000627. [Epub ahead of print]


Heading Frequency Is More Strongly Related to Cognitive Performance Than Unintentional Head Impacts in Amateur Soccer Players.

Stewart WF, Kim N, Ifrah C, Sliwinski M, Zimmerman ME, Kim M, Lipton RB, Lipton ML.

Front Neurol. 2018 Apr 24;9:240. doi: 10.3389/fneur.2018.00240. eCollection 2018.


Does transition of urinary incontinence from one subtype to another represent progression of the disease?

Minassian VA, Yan X, Pilzek AL, Platte R, Stewart WF.

Int Urogynecol J. 2018 Aug;29(8):1179-1185. doi: 10.1007/s00192-018-3596-4. Epub 2018 Mar 13.


Translation, cross-cultural adaptation and reliability of the German version of the migraine disability assessment (MIDAS) questionnaire.

Benz T, Lehmann S, Gantenbein AR, Sandor PS, Stewart WF, Elfering A, Aeschlimann AG, Angst F.

Health Qual Life Outcomes. 2018 Mar 9;16(1):42. doi: 10.1186/s12955-018-0871-5.


Prevalence, severity, and risk factors for acute exacerbations of nasal and sinus symptoms by chronic rhinosinusitis status.

Kuiper JR, Hirsch AG, Bandeen-Roche K, Sundaresan AS, Tan BK, Schleimer RP, Kern RC, Stewart WF, Schwartz BS.

Allergy. 2018 Jun;73(6):1244-1253. doi: 10.1111/all.13409. Epub 2018 Feb 7.


Moderating Effects of Patient Characteristics on the Impact of Financial Incentives.

Rosenthal MB, Troxel AB, Volpp KG, Stewart WF, Sequist TD, Jones JB, Hirsch AG, Hoffer K, Zhu J, Wang W, Hodlofski A, Finnerty D, Huang JJ, Asch DA.

Med Care Res Rev. 2019 Feb;76(1):56-72. doi: 10.1177/1077558717707313. Epub 2017 May 8.


Longitudinal Evaluation of Chronic Rhinosinusitis Symptoms in a Population-Based Sample.

Sundaresan AS, Hirsch AG, Young AJ, Pollak J, Tan BK, Schleimer RP, Kern RC, Kennedy TL, Greene JS, Stewart WF, Bandeen-Roche K, Schwartz BS.

J Allergy Clin Immunol Pract. 2018 Jul - Aug;6(4):1327-1335.e3. doi: 10.1016/j.jaip.2017.10.012. Epub 2017 Nov 10.


Validation of HeadCount-2w for estimation of two-week heading: Comparison to daily reporting in adult amateur player.

Lipton ML, Ifrah C, Stewart WF, Fleysher R, Sliwinski MJ, Kim M, Lipton RB.

J Sci Med Sport. 2018 Apr;21(4):363-367. doi: 10.1016/j.jsams.2017.08.008. Epub 2017 Aug 24.


Clustervision: Visual Supervision of Unsupervised Clustering.

Kwon BC, Eysenbach B, Verma J, Ng K, De Filippi C, Stewart WF, Perer A.

IEEE Trans Vis Comput Graph. 2018 Jan;24(1):142-151. doi: 10.1109/TVCG.2017.2745085. Epub 2017 Aug 29.


Recent and Long-Term Soccer Heading Exposure Is Differentially Associated With Neuropsychological Function in Amateur Players.

Levitch CF, Zimmerman ME, Lubin N, Kim N, Lipton RB, Stewart WF, Kim M, Lipton ML.

J Int Neuropsychol Soc. 2018 Feb;24(2):147-155. doi: 10.1017/S1355617717000790. Epub 2017 Aug 22.


Clinical epidemiological insights into urinary incontinence.

Minassian VA, Bazi T, Stewart WF.

Int Urogynecol J. 2017 May;28(5):687-696. doi: 10.1007/s00192-017-3314-7. Epub 2017 Mar 20. Review.


Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.

Choi E, Bahadori MT, Schuetz A, Stewart WF, Sun J.

JMLR Workshop Conf Proc. 2016 Aug;56:301-318. Epub 2016 Dec 10.


Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records.

Dey S, Wang Y, Byrd RJ, Ng K, Steinhubl SR, deFilippi C, Stewart WF.

AMIA Annu Symp Proc. 2017 Feb 10;2016:514-523. eCollection 2016.


Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density.

Ng K, Steinhubl SR, deFilippi C, Dey S, Stewart WF.

Circ Cardiovasc Qual Outcomes. 2016 Nov;9(6):649-658. doi: 10.1161/CIRCOUTCOMES.116.002797. Epub 2016 Nov 8.


Characterization of Neck Strength in Healthy Young Adults.

Catenaccio E, Mu W, Kaplan A, Fleysher R, Kim N, Bachrach T, Zughaft Sears M, Jaspan O, Caccese J, Kim M, Wagshul M, Stewart WF, Lipton RB, Lipton ML.

PM R. 2017 Sep;9(9):884-891. doi: 10.1016/j.pmrj.2017.01.005. Epub 2017 Feb 5.


Symptoms from repeated intentional and unintentional head impact in soccer players.

Stewart WF, Kim N, Ifrah CS, Lipton RB, Bachrach TA, Zimmerman ME, Kim M, Lipton ML.

Neurology. 2017 Feb 28;88(9):901-908. doi: 10.1212/WNL.0000000000003657. Epub 2017 Feb 1.


Validation and calibration of HeadCount, a self-report measure for quantifying heading exposure in soccer players.

Catenaccio E, Caccese J, Wakschlag N, Fleysher R, Kim N, Kim M, Buckley TA, Stewart WF, Lipton RB, Kaminski T, Lipton ML.

Res Sports Med. 2016 Oct-Dec;24(4):416-425. Epub 2016 Sep 22.


Nasal and sinus symptoms and chronic rhinosinusitis in a population-based sample.

Hirsch AG, Stewart WF, Sundaresan AS, Young AJ, Kennedy TL, Scott Greene J, Feng W, Tan BK, Schleimer RP, Kern RC, Lidder A, Schwartz BS.

Allergy. 2017 Feb;72(2):274-281. doi: 10.1111/all.13042. Epub 2016 Sep 19.


Using recurrent neural network models for early detection of heart failure onset.

Choi E, Schuetz A, Stewart WF, Sun J.

J Am Med Inform Assoc. 2017 Mar 1;24(2):361-370. doi: 10.1093/jamia/ocw112.


The electronic health record audit file: the patient is waiting.

Hirsch AG, Jones JB, Lerch VR, Tang X, Berger A, Clark DN, Stewart WF.

J Am Med Inform Assoc. 2017 Apr 1;24(e1):e28-e34. doi: 10.1093/jamia/ocw088.


Mixed Incontinence Masked as Stress Induced Urgency Urinary Incontinence.

Minassian VA, Yan XS, Pitcavage J, Stewart WF.

J Urol. 2016 Oct;196(4):1190-5. doi: 10.1016/j.juro.2016.04.084. Epub 2016 May 6.


Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges.

Amarasingham R, Audet AM, Bates DW, Glenn Cohen I, Entwistle M, Escobar GJ, Liu V, Etheredge L, Lo B, Ohno-Machado L, Ram S, Saria S, Schilling LM, Shahi A, Stewart WF, Steyerberg EW, Xie B.

EGEMS (Wash DC). 2016 Mar 7;4(1):1163. doi: 10.13063/2327-9214.1163. eCollection 2016.


Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.

Wang Y, Ng K, Byrd RJ, Hu J, Ebadollahi S, Daar Z, deFilippi C, Steinhubl SR, Stewart WF.

Conf Proc IEEE Eng Med Biol Soc. 2015;2015:2530-3. doi: 10.1109/EMBC.2015.7318907.


Using Electronic Health Records for Population Health Research: A Review of Methods and Applications.

Casey JA, Schwartz BS, Stewart WF, Adler NE.

Annu Rev Public Health. 2016;37:61-81. doi: 10.1146/annurev-publhealth-032315-021353. Epub 2015 Dec 11. Review.


Headache and migraine: a leading cause of absenteeism.

Baigi K, Stewart WF.

Handb Clin Neurol. 2015;131:447-63. doi: 10.1016/B978-0-444-62627-1.00025-1.


Effect of Financial Incentives to Physicians, Patients, or Both on Lipid Levels: A Randomized Clinical Trial.

Asch DA, Troxel AB, Stewart WF, Sequist TD, Jones JB, Hirsch AG, Hoffer K, Zhu J, Wang W, Hodlofski A, Frasch AB, Weiner MG, Finnerty DD, Rosenthal MB, Gangemi K, Volpp KG.

JAMA. 2015 Nov 10;314(18):1926-35. doi: 10.1001/jama.2015.14850.


Clinical validation of the Bladder Health Survey for urinary incontinence in a population sample of women.

Minassian VA, Yan XS, Sun H, Platte RO, Stewart WF.

Int Urogynecol J. 2016 Mar;27(3):453-61. doi: 10.1007/s00192-015-2849-8. Epub 2015 Sep 19.


Patterns of health care utilization for low back pain.

Stewart WF, Yan X, Boscarino JA, Maeng DD, Mardekian J, Sanchez RJ, Von Korff MR.

J Pain Res. 2015 Aug 12;8:523-35. doi: 10.2147/JPR.S83599. eCollection 2015.


Prescription Extraction from Clinical Notes: Towards Automating EMR Medication Reconciliation.

Wang Y, Steinhubl SR, Defilippi C, Ng K, Ebadollahi S, Stewart WF, Byrd RJ.

AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:188-93. eCollection 2015.


Use of electronic health records for early detection of high-cost, low back pain patients.

Maeng DD, Stewart WF, Yan X, Boscarino JA, Mardekian J, Harnett J, Von Korff MR.

Pain Res Manag. 2015 Sep-Oct;20(5):234-40. Epub 2015 Aug 20.


Burden of migraine related to menses: results from the AMPP study.

Pavlović JM, Stewart WF, Bruce CA, Gorman JA, Sun H, Buse DC, Lipton RB.

J Headache Pain. 2015 Mar 18;16:24. doi: 10.1186/s10194-015-0503-y.


The wired patient: patterns of electronic patient portal use among patients with cardiac disease or diabetes.

Jones JB, Weiner JP, Shah NR, Stewart WF.

J Med Internet Res. 2015 Feb 20;17(2):e42. doi: 10.2196/jmir.3157.


The interaction of stress and urgency urinary incontinence and its effect on quality of life.

Minassian VA, Sun H, Yan XS, Clarke DN, Stewart WF.

Int Urogynecol J. 2015 Feb;26(2):269-76. doi: 10.1007/s00192-014-2505-8. Epub 2014 Oct 3.


Primary care diabetes bundle management: 3-year outcomes for microvascular and macrovascular events.

Bloom FJ Jr, Yan X, Stewart WF, Graf TR, Anderer T, Davis DE, Pierdon SB, Pitcavage J, Steele GD Jr.

Am J Manag Care. 2014 Jun 1;20(6):e175-82.


Limestone: high-throughput candidate phenotype generation via tensor factorization.

Ho JC, Ghosh J, Steinhubl SR, Stewart WF, Denny JC, Malin BA, Sun J.

J Biomed Inform. 2014 Dec;52:199-211. doi: 10.1016/j.jbi.2014.07.001. Epub 2014 Jul 16.


Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record.

Vijayakrishnan R, Steinhubl SR, Ng K, Sun J, Byrd RJ, Daar Z, Williams BA, deFilippi C, Ebadollahi S, Stewart WF.

J Card Fail. 2014 Jul;20(7):459-64. doi: 10.1016/j.cardfail.2014.03.008. Epub 2014 Apr 4.


PARAMO: a PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.

Ng K, Ghoting A, Steinhubl SR, Stewart WF, Malin B, Sun J.

J Biomed Inform. 2014 Apr;48:160-70. doi: 10.1016/j.jbi.2013.12.012. Epub 2013 Dec 25.


Urinary incontinence incidence: quantitative meta-analysis of factors that explain variation.

Stewart WF, Hirsh AG, Kirchner HL, Clarke DN, Litchtenfeld MJ, Minassian VA.

J Urol. 2014 Apr;191(4):996-1002. doi: 10.1016/j.juro.2013.10.050. Epub 2013 Oct 16.


Migraine prevalence, socioeconomic status, and social causation.

Stewart WF, Roy J, Lipton RB.

Neurology. 2013 Sep 10;81(11):948-55. doi: 10.1212/WNL.0b013e3182a43b32. Epub 2013 Aug 29.


Sex differences in the prevalence, symptoms, and associated features of migraine, probable migraine and other severe headache: results of the American Migraine Prevalence and Prevention (AMPP) Study.

Buse DC, Loder EW, Gorman JA, Stewart WF, Reed ML, Fanning KM, Serrano D, Lipton RB.

Headache. 2013 Sep;53(8):1278-99. doi: 10.1111/head.12150. Epub 2013 Jun 28.


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