{"id":3368,"date":"2023-02-18T11:14:47","date_gmt":"2023-02-18T16:14:47","guid":{"rendered":"https:\/\/med.virginia.edu\/phs\/?p=3368"},"modified":"2025-01-13T14:10:50","modified_gmt":"2025-01-13T19:10:50","slug":"lobo-jennifer-mason-ph-d","status":"publish","type":"post","link":"https:\/\/med.virginia.edu\/phs\/2023\/02\/18\/lobo-jennifer-mason-ph-d\/","title":{"rendered":"Lobo, Jennifer Mason, Ph.D."},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-10124 size-medium\" src=\"https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992-300x283.jpg\" alt=\"Jennifer Lobo smiling in sunny link between West Complex and Hospital\" width=\"300\" height=\"283\" srcset=\"https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992-300x283.jpg 300w, https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992-1024x966.jpg 1024w, https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992-768x725.jpg 768w, https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992-212x200.jpg 212w, https:\/\/med.virginia.edu\/phs\/wp-content\/uploads\/sites\/188\/2023\/02\/jennifer_lobo_da_inline-e1736795294992.jpg 1413w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>My research interests involve using mathematical modeling and stochastic optimization methods (primarily Markov modeling, Markov decision processes, and Monte Carlo simulation) to build models that simulate the natural course of disease. These models allow for estimation of outcomes under different screening and treatment policies in the absence of randomized controlled trials, and can be used to optimize screening and treatment decisions for patients with chronic diseases.\u00a0 My current projects include optimizing treatment and policy decisions for patients with type 2 diabetes, developing optimal treatment guidelines for small renal masses, and using modeling to determine the impact of vascular co-morbid disease and risk factor management on multiple sclerosis outcomes.<\/p>\n<p>Associate Professor<br \/>\nDivision of Biomedical Informatics<br \/>\nDepartment of Public Health Sciences<br \/>\nPh.D., North Carolina State University, Industrial Engineering, 2012<\/p>\n<p>P.O. Box 800717<br \/>\nTel: 1-434-924-2813<br \/>\nFax: 1-434-243-3418<br \/>\nEmail:\u00a0<a href=\"mailto:jem4yb@virginia.edu\">jem4yb@virginia.edu<\/a><br \/>\nHealth System West Complex, Room 3003<\/p>\n<p><strong>Teaching Responsibilities:<\/strong><\/p>\n<p>PHS 7120 Comparative Effectiveness &amp; Outcomes<\/p>\n<p><strong>Expertise:<\/strong><\/p>\n<p>Decision analysis, Markov decision processes, Markov models, Monte Carlo simulation models, discrete event simulation<\/p>\n<p><strong>Research Interests:<\/strong><\/p>\n<p>I am interested in using Operations Research methods to improve medical decision making and health care operations.\u00a0 My research primarily involves comparing clinical guidelines and designing optimal treatment and screening guidelines for patients with chronic diseases.<\/p>\n<p><strong>Selected Publications:<\/strong><\/p>\n<p>Erdogan, S.A., Phan, K., Toplu, S.G., Krupski, T.L.,\u00a0<b>Lobo, J.M.<\/b>, &#8220;Optimization of Periodic Care Locations to Improve Equity of Specialty Care Services,&#8221; Computers and Industrial Engineering, July; 193:110242, 2024.<\/p>\n<p>Yeaman, C., Marchant, R., <strong>Lobo, J.M.<\/strong>, DeNovio, A., O&#8217;Connor, L., Wanchek, T., Ballantyne, C., Lambert, D.L., Mithqal, A., Schenkman, N., &#8220;Cost-effectiveness analysis: percutaneous microwave ablation vs robotic-assisted partial nephrectomy for small renal masses,&#8221; Abdominal Radiology, 48:411-17, 2023.<\/p>\n<p><b>Lobo, J.M.<\/b>, Scheiman, J.M., Zaydfudim, V.M., Shami, V.M., and Sauer, B.G., &#8220;Clinical and Economic Outcomes of Patients Undergoing Guideline Directed Management of Pancreatic Cysts,&#8221; American Journal of Gastroenterology, 115(10):1689-1697, 2020.<\/p>\n<p><b>Lobo, J.M.<\/b>, Horton, B., Jones, R.A., Tyson, T., Hill-Collins, P., Sims, T., Rueb, J.J., Corey, T., Rheuban, K., Battle, P., Beller, H., Schenkman, N., Culp, S., and Krupski, T.L., &#8220;Blinded Comparison of Clarity, Proficiency and Diagnostic Capability of Tele-Cystoscopy Compared to Traditional Cystoscopy, a Pilot Study,&#8221; Journal of Urology, 204(4): 811-7, 2020.<\/p>\n<p><b>Lobo, J.M.<\/b>, Kim, S., Kang, H., Ocker, G., McMurry, T.L., Balkrishnan, R., Anderson, R., McCall, A., Benitez, J., Sohn, M-W., &#8220;Trends in Uninsured Rates Before and After Medicaid Expansion in the Diabetes Belt and Non-Belt Counties,&#8221; Diabetes Care, Jan; dc190874, 2020.<\/p>\n<p><b>Lobo, J.M.<\/b>, Erdogan, S.A., Berg, B.P., Kang, H., Clements, M.B., Culp, S.H., Krupski, T.L., &#8220;Provider Scheduling to Maximize Patient Access,&#8221; Urology Practice, 7(5): 335-341, 2020.<\/p>\n<p>Zhang, J., Kowsari, K., Harrison, J.H.,\u00a0<b>Lobo, J.M.<\/b>, Barnes, L.E., &#8220;Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record,&#8221; IEEE Access, 6: 65333-65346, 2018.<\/p>\n<p><strong>Links to More Information:<\/strong><\/p>\n<p><a class=\"external-link\" href=\"https:\/\/jennlobo.uvacreate.virginia.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Personal Webpage<\/a><strong><br \/>\n<\/strong><\/p>\n<p><a class=\"external-link\" href=\"https:\/\/scholar.google.com\/citations?user=z4lOaroAAAAJ&amp;hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Complete List of Publications<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>My research interests involve using mathematical modeling and stochastic optimization methods (primarily Markov modeling, Markov decision processes, and Monte Carlo simulation) to build models that simulate the natural course of disease. These models allow for estimation of outcomes under different screening and treatment policies in the absence of randomized controlled trials, and can be used [&hellip;]<\/p>\n","protected":false},"author":729,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[7,22],"tags":[],"class_list":["post-3368","post","type-post","status-publish","format-standard","hentry","category-faculty","category-instructional"],"acf":false,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lobo, Jennifer Mason, Ph.D. - Public Health Sciences<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/med.virginia.edu\/phs\/2023\/02\/18\/lobo-jennifer-mason-ph-d\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lobo, Jennifer Mason, Ph.D. - Public Health Sciences\" \/>\n<meta property=\"og:description\" content=\"My research interests involve using mathematical modeling and stochastic optimization methods (primarily Markov modeling, Markov decision processes, and Monte Carlo simulation) to build models that simulate the natural course of disease. 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