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Francois P. Modave

TitleProfessor
InstitutionWake Forest School of Medicine
DepartmentPediatrics
Address
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    Other Positions
    TitleProfessor
    InstitutionWake Forest School of Medicine
    DepartmentImplementation Science (Public Health Sciences)


    Collapse Biography 
    Collapse education and training
    Université Paris IX - Dauphine, Paris, FranceBS1993Mathematics and Computer Science
    Université Paris IX - Dauphine, Paris, FranceMS1994Mathematics Applied to Engineering
    Université Toulouse III - Institut Polytechnique de Toulouse, Toulouse, FrancePhD1999Computer Science

    Collapse Overview 
    Collapse overview
    Dr. Modave joins Wake Forest University School of Medicine as Full Professor with a primary appointment in Pediatrics and a secondary appointment in Implementation Science. He is also a member of the Center of Remote Health Monitoring, the Center for AI Research, and the Center for Healthcare Innovation.

    Prior to joining Wake Forest, Dr. Modave was with a Professor with tenure in the Department of Anesthesiology, where he also acted as Associate Chair for Research, and Assistant Dean for the Quality and Patient Safety initiative in the College of Medicine at the University of Florida.

    Dr. Modave holds a PhD in Computer Science from the University of Toulouse III – Institut National Polytechnique de Toulouse, in France. His research focuses on the development, testing, and use of digital health technology and artificial intelligence to improve clinical outcomes and reduce health inequities. His work has been funded by the National Science Foundation, The National Institutes of Health (NCI, NCATS), and the Agency for Healthcare Research and Quality.

    Dr. Modave is a native of Paris, France. In his free time, he enjoys good food, endurance sports, and spending time with his family, with 2 young children.

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Lemas DJ, Du X, Rouhizadeh M, Lewis B, Frank S, Wright L, Spirache A, Gonzalez L, Cheves R, Magalhães M, Zapata R, Reddy R, Xu K, Parker L, Harle C, Young B, Louis-Jaques A, Zhang B, Thompson L, Hogan WR, Modave F. Classifying early infant feeding status from clinical notes using natural language processing and machine learning. Sci Rep. 2024 Apr 03; 14(1):7831. PMID: 38570569.
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    2. Gunaratne C, Ison R, Price CC, Modave F, Tighe P. Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management. Comput Methods Programs Biomed. 2024 Jun; 249:108143. PMID: 38552333.
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    3. Black LP, Hopson C, Puskarich MA, Modave F, Booker SQ, DeVos E, Fernandez R, Garvan C, Guirgis FW. Racial disparities in septic shock mortality: a retrospective cohort study. Lancet Reg Health Am. 2024 Jan; 29:100646. PMID: 38162256.
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    4. Zapata RD, Huang S, Morris E, Wang C, Harle C, Magoc T, Mardini M, Loftus T, Modave F. Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records. PLoS One. 2023; 18(10):e0292888. PMID: 37862334.
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    5. Theis RP, Dorbu JI, Mavrodieva ME, Guerrero RA, Wright SE, Donahoo WT, Modave F, Carrasquillo O, Shenkman EA. Telehealth Implementation Response to COVID-19 in the OneFlorida+ Clinical Research Network: Perspectives of Clinicians and Health Systems Leaders. Telemed J E Health. 2024 Jan; 30(1):268-277. PMID: 37358611.
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    6. Salloum RG, Bilello L, Bian J, Diiulio J, Paz LG, Gurka MJ, Gutierrez M, Hurley RW, Jones RE, Martinez-Wittinghan F, Marcial L, Masri G, McDonnell C, Militello LG, Modave F, Nguyen K, Rhodes B, Siler K, Willis D, Harle CA. Study protocol for a type III hybrid effectiveness-implementation trial to evaluate scaling interoperable clinical decision support for patient-centered chronic pain management in primary care. Implement Sci. 2022 Jul 15; 17(1):44. PMID: 35841043.
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    7. Cooks EJ, Duke KA, Neil JM, Vilaro MJ, Wilson-Howard D, Modave F, George TJ, Odedina FT, Lok BC, Carek P, Laber EB, Davidian M, Krieger JL. Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions. J Clin Transl Sci. 2022; 6(1):e48. PMID: 35619640.
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    8. Wilson-Howard D, Vilaro MJ, Neil JM, Cooks EJ, Griffin LN, Ashley TT, Tavassoli F, Zalake MS, Lok BC, Odedina FT, Modave F, Carek PJ, George TJ, Krieger JL. Development of a Credible Virtual Clinician Promoting Colorectal Cancer Screening via Telehealth Apps for and by Black Men: Qualitative Study. JMIR Form Res. 2021 Dec 24; 5(12):e28709. PMID: 34780346.
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    9. Markossian TW, Boyda J, Taylor J, Etingen B, Modave F, Price R, Kramer HJ. A Mobile App to Support Self-management of Chronic Kidney Disease: Development Study. JMIR Hum Factors. 2021 Dec 15; 8(4):e29197. PMID: 34914614.
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    10. Lee AM, Huo T, Miller D, Gurka MJ, Thompson LA, Modave FP, Hong YR, Pavela G, Cardel MI. The effects of experimentally manipulated social status and subjective social status on physical activity among Hispanic adolescents: An RCT. Pediatr Obes. 2022 05; 17(5):e12877. PMID: 34859604.
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    11. Giordano C, Brennan M, Mohamed B, Rashidi P, Modave F, Tighe P. Accessing Artificial Intelligence for Clinical Decision-Making. Front Digit Health. 2021; 3:645232. PMID: 34713115.
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    12. Vilaro MJ, Wilson-Howard DS, Zalake MS, Tavassoli F, Lok BC, Modave FP, George TJ, Odedina F, Carek PJ, Krieger JL. Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model. BMC Med Inform Decis Mak. 2021 Jun 22; 21(1):196. PMID: 34158046.
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    13. Krieger JL, Neil JM, Duke KA, Zalake MS, Tavassoli F, Vilaro MJ, Wilson-Howard DS, Chavez SY, Laber EB, Davidian M, George TJ, Modave FP, Odedina FT, Lok BC. A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants. Am J Prev Med. 2021 Aug; 61(2):251-255. PMID: 33888362.
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    14. Vilaro MJ, Wilson-Howard DS, Neil JM, Tavassoli F, Zalake MS, Lok BC, Modave FP, George TJ, Odedina FT, Carek PJ, Mys AM, Krieger JL. A Subjective Culture Approach to Cancer Prevention: Rural Black and White Adults' Perceptions of Using Virtual Health Assistants to Promote Colorectal Cancer Screening. Health Commun. 2022 Aug; 37(9):1123-1134. PMID: 33876658.
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    15. Forrest CB, Xu H, Thomas LE, Webb LE, Cohen LW, Carey TS, Chuang CH, Daraiseh NM, Kaushal R, McClay JC, Modave F, Nauman E, Todd JV, Wallia A, Bruno C, Hernandez AF, O'Brien EC. Impact of the Early Phase of the COVID-19 Pandemic on US Healthcare Workers: Results from the HERO Registry. J Gen Intern Med. 2021 May; 36(5):1319-1326. PMID: 33694071.
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    16. Guo Y, He X, Lyu T, Zhang H, Wu Y, Yang X, Chen Z, Markham MJ, Modave F, Xie M, Hogan W, Harle CA, Shenkman EA, Bian J. Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. AMIA Annu Symp Proc. 2020; 2020:514-523. PMID: 33936425.
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    17. Dallery J, Stinson L, Bolívar H, Modave F, Salloum RG, Viramontes TM, Rohilla P. mMotiv8: A smartphone-based contingency management intervention to promote smoking cessation. J Appl Behav Anal. 2021 Jan; 54(1):38-53. PMID: 33258134.
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    18. Bunn C, Kulshrestha S, Boyda J, Balasubramanian N, Birch S, Karabayir I, Baker M, Luchette F, Modave F, Akbilgic O. Application of machine learning to the prediction of postoperative sepsis after appendectomy. Surgery. 2021 Mar; 169(3):671-677. PMID: 32951903.
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    19. Vilaro MJ, Wilson-Howard DS, Griffin LN, Tavassoli F, Zalake MS, Lok BC, Modave FP, George TJ, Carek PJ, Krieger JL. Tailoring virtual human-delivered interventions: A digital intervention promoting colorectal cancer screening for Black women. Psychooncology. 2020 Dec; 29(12):2048-2056. PMID: 32893399.
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    20. Bruggeman BS, Vincent HK, Chi X, Filipp SL, Mercado R, Modave F, Guo Y, Gurka MJ, Bernier A. Simple tests of cardiorespiratory fitness in a pediatric population. PLoS One. 2020; 15(9):e0238863. PMID: 32886730.
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    21. McDonough CW, Babcock K, Chucri K, Crawford DC, Bian J, Modave F, Cooper-DeHoff RM, Hogan WR. Optimizing identification of resistant hypertension: Computable phenotype development and validation. Pharmacoepidemiol Drug Saf. 2020 Nov; 29(11):1393-1401. PMID: 32844549.
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    22. Gullett JM, Chen Z, O'Shea A, Akbar M, Bian J, Rani A, Porges EC, Foster TC, Woods AJ, Modave F, Cohen RA. MicroRNA predicts cognitive performance in healthy older adults. Neurobiol Aging. 2020 Nov; 95:186-194. PMID: 32846274.
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    23. Tighe P, Modave F, Horodyski M, Marsik M, Lipori G, Fillingim R, Hu H, Hagen J. Geospatial Analyses of Pain Intensity and Opioid Unit Doses Prescribed on the Day of Discharge Following Orthopedic Surgery. Pain Med. 2020 Aug 01; 21(8):1644-1662. PMID: 31800063.
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    24. Nelson TA, Anderson B, Bian J, Boyd AD, Burton SV, Davis K, Guo Y, Harris BA, Hynes K, Kochendorfer KM, Liebovitz D, Martin K, Modave F, Moses J, Soulakis ND, Weinbrenner D, White SH, Rothrock NE, Valenta AL, Starren JB. Planning for patient-reported outcome implementation: Development of decision tools and practical experience across four clinics. J Clin Transl Sci. 2020 Apr 06; 4(6):498-507. PMID: 33948226.
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    25. Bian J, Modave F. The rapid growth of intelligent systems in health and health care. Health Informatics J. 2020 Mar; 26(1):5-7. PMID: 31928307.
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    26. Afshar M, Dligach D, Sharma B, Cai X, Boyda J, Birch S, Valdez D, Zelisko S, Joyce C, Modave F, Price R. Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies. J Am Med Inform Assoc. 2019 Nov 01; 26(11):1364-1369. PMID: 31145455.
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    27. Modave F, Zhao Y, Krieger J, He Z, Guo Y, Huo J, Prosperi M, Bian J. Understanding Perceptions and Attitudes in Breast Cancer Discussions on Twitter. Stud Health Technol Inform. 2019 Aug 21; 264:1293-1297. PMID: 31438134.
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    28. Fishe JN, Bian J, Chen Z, Hu H, Min J, Modave F, Prosperi M. Prodromal clinical, demographic, and socio-ecological correlates of asthma in adults: a 10-year statewide big data multi-domain analysis. J Asthma. 2020 Nov; 57(11):1155-1167. PMID: 31288571.
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    29. Griffin L, Lee D, Jaisle A, Carek P, George T, Laber E, Lok B, Modave F, Paskett E, Krieger J. Creating an mHealth App for Colorectal Cancer Screening: User-Centered Design Approach. JMIR Hum Factors. 2019 May 08; 6(2):e12700. PMID: 31066688.
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    30. Lee AM, Chavez S, Bian J, Thompson LA, Gurka MJ, Williamson VG, Modave F. Efficacy and Effectiveness of Mobile Health Technologies for Facilitating Physical Activity in Adolescents: Scoping Review. JMIR Mhealth Uhealth. 2019 02 12; 7(2):e11847. PMID: 30747716.
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    31. Bruels CC, Li C, Mendoza T, Khan J, Reddy HM, Estrella EA, Ghosh PS, Darras BT, Lidov HGW, Pacak CA, Kunkel LM, Modave F, Draper I, Kang PB. Identification of a pathogenic mutation in ATP2A1 via in silico analysis of exome data for cryptic aberrant splice sites. Mol Genet Genomic Med. 2019 Mar; 7(3):e552. PMID: 30688039.
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    32. Guo Y, Bian J, Modave F, Li Q, George TJ, Prosperi M, Shenkman E. Assessing the effect of data integration on predictive ability of cancer survival models. Health Informatics J. 2020 Mar; 26(1):8-20. PMID: 30672356.
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    33. Prosperi M, Min JS, Bian J, Modave F. Big data hurdles in precision medicine and precision public health. BMC Med Inform Decis Mak. 2018 Dec 29; 18(1):139. PMID: 30594159.
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    34. Zhang H, He Z, He X, Guo Y, Nelson DR, Modave F, Wu Y, Hogan W, Prosperi M, Bian J. Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. AMIA Annu Symp Proc. 2018; 2018:1601-1610. PMID: 30815206.
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    35. Guo Y, Bian J, Li Q, Leavitt T, Rosenberg EI, Buford TW, Smith MD, Vincent HK, Modave F. A 3-minute test of cardiorespiratory fitness for use in primary care clinics. PLoS One. 2018; 13(7):e0201598. PMID: 30059539.
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    36. Zhang H, Guo Y, Li Q, George TJ, Shenkman E, Modave F, Bian J. An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival. BMC Med Inform Decis Mak. 2018 Jul 23; 18(Suppl 2):41. PMID: 30066664.
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    37. Lossio-Ventura JA, Hogan W, Modave F, Guo Y, He Z, Yang X, Zhang H, Bian J. OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system. BMC Med Inform Decis Mak. 2018 Jul 23; 18(Suppl 2):55. PMID: 30066655.
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    38. Bernier A, Fedele D, Guo Y, Chavez S, Smith MD, Warnick J, Lieberman L, Modave F. New-Onset Diabetes Educator to Educate Children and Their Caregivers About Diabetes at the Time of Diagnosis: Usability Study. JMIR Diabetes. 2018 Jun 06; 3(2):e10. PMID: 30291069.
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    39. Chen H, Butler E, Guo Y, George T, Modave F, Gurka M, Bian J. Facilitation or Hindrance: Physicians' Perception on Best Practice Alerts (BPA) Usage in an Electronic Health Record System. Health Commun. 2019 Aug; 34(9):942-948. PMID: 29485296.
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    40. Lossio-Ventura JA, Hogan W, Modave F, Guo Y, He Z, Hicks A, Bian J. OC-2-KB: A software pipeline to build an evidence-based obesity and cancer knowledge base. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2017 Nov; 2017:1284-1287. PMID: 29629236.
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    41. Huo T, Canepa R, Sura A, Modave F, Gong Y. Colorectal cancer stages transcriptome analysis. PLoS One. 2017; 12(11):e0188697. PMID: 29182684.
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    42. Chavez S, Fedele D, Guo Y, Bernier A, Smith M, Warnick J, Modave F. Mobile Apps for the Management of Diabetes. Diabetes Care. 2017 Oct; 40(10):e145-e146. PMID: 28774944.
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    43. Lucero RJ, Frimpong JA, Fehlberg EA, Bjarnadottir RI, Weaver MT, Cook C, Modave F, Rathore MH, Morano JP, Ibanez G, Cook RL. The Relationship Between Individual Characteristics and Interest in Using a Mobile Phone App for HIV Self-Management: Observational Cohort Study of People Living With HIV. JMIR Mhealth Uhealth. 2017 Jul 27; 5(7):e100. PMID: 28751298.
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    44. Bian J, Guo Y, Xie M, Parish AE, Wardlaw I, Brown R, Modave F, Zheng D, Perry TT. Exploring the Association Between Self-Reported Asthma Impact and Fitbit-Derived Sleep Quality and Physical Activity Measures in Adolescents. JMIR Mhealth Uhealth. 2017 Jul 25; 5(7):e105. PMID: 28743679.
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    45. Modave F, Guo Y, Bian J, Gurka MJ, Parish A, Smith MD, Lee AM, Buford TW. Mobile Device Accuracy for Step Counting Across Age Groups. JMIR Mhealth Uhealth. 2017 Jun 28; 5(6):e88. PMID: 28659255.
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    46. Guo Y, Bian J, Leavitt T, Vincent HK, Vander Zalm L, Teurlings TL, Smith MD, Modave F. Assessing the Quality of Mobile Exercise Apps Based on the American College of Sports Medicine Guidelines: A Reliable and Valid Scoring Instrument. J Med Internet Res. 2017 Mar 07; 19(3):e67. PMID: 28270378.
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    47. Lossio-Ventura JA, Hogan W, Modave F, Hicks A, Hanna J, Guo Y, He Z, Bian J. Towards an Obesity-Cancer Knowledge Base: Biomedical Entity Identification and Relation Detection. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2016 Dec; 2016:1081-1088. PMID: 28503356.
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    48. Huo T, George TJ, Guo Y, He Z, Prosperi M, Modave F, Bian J. Explore Care Pathways of Colorectal Cancer Patients with Social Network Analysis. Stud Health Technol Inform. 2017; 245:1270. PMID: 29295355.
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    49. Yuan J, Malin B, Modave F, Guo Y, Hogan WR, Shenkman E, Bian J. Towards a privacy preserving cohort discovery framework for clinical research networks. J Biomed Inform. 2017 Feb; 66:42-51. PMID: 28007583.
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    50. Cardel MI, Chavez S, Bian J, Peñaranda E, Miller DR, Huo T, Modave F. Accuracy of weight loss information in Spanish search engine results on the internet. Obesity (Silver Spring). 2016 Nov; 24(11):2422-2434. PMID: 27653438.
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    51. Bian J, Yoshigoe K, Hicks A, Yuan J, He Z, Xie M, Guo Y, Prosperi M, Salloum R, Modave F. Mining Twitter to Assess the Public Perception of the "Internet of Things". PLoS One. 2016; 11(7):e0158450. PMID: 27391760.
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    52. Zayas CE, He Z, Yuan J, Maldonado-Molina M, Hogan W, Modave F, Guo Y, Bian J. Examining Healthcare Utilization Patterns of Elderly Middle-Aged Adults in the United States. Proc Int Fla AI Res Soc Conf. 2016 May; 2016:361-366. PMID: 27430035.
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    53. Modave F, Bian J, Rosenberg E, Mendoza T, Liang Z, Bhosale R, Maeztu C, Rodriguez C, Cardel MI. DiaFit: The Development of a Smart App for Patients with Type 2 Diabetes and Obesity. JMIR Diabetes. 2016; 1(2). PMID: 29388609.
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    54. Modave F, Bian J, Leavitt T, Bromwell J, Harris Iii C, Vincent H. Low Quality of Free Coaching Apps With Respect to the American College of Sports Medicine Guidelines: A Review of Current Mobile Apps. JMIR Mhealth Uhealth. 2015 Jul 24; 3(3):e77. PMID: 26209109.
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    55. Modave F, Shokar NK, Peñaranda E, Nguyen N. Analysis of the accuracy of weight loss information search engine results on the internet. Am J Public Health. 2014 Oct; 104(10):1971-8. PMID: 25122030.
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    56. Miller CC, Calder-Becker K, Modave F. Swimming-induced pulmonary edema in triathletes. Am J Emerg Med. 2010 Oct; 28(8):941-6. PMID: 20887912.
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