The College of Medicine offers training opportunities leading to either the Doctor of Philosophy or Master of Science degree in medical sciences. We will 1) develop ontologies, corpora, and NLP methods to extract SDoH, BDoH, and AEs with improved handling of abbreviations related to medical concepts; 2) develop methods to integrate medical knowledge with statistical NLP methods; and 3) develop and disseminate an NLP package – SODA, which extracts, standardizes, and populates SDoH, BDoH, and AEs information (in addition to clinical factors) from clinical narratives to the PCORnet CDM. William Hogan, M.D., professor in the Department of Health Outcomes & Policy and director of Biomedical Informatics at UF’s Clinical and Translational Science Institute, was elected to membership in the American College of Medical Informatics (ACMI), a distinction that is considered one of the highest honors in the field of medical informatics. Design, development, and testing of eHealth applications for management of chronic diseases and promotion of healthy behaviors through multi-level interventions. Based on the data from the 2015 National Survey on Drug Use and Health (NSDUH), in the United States 1 in 5 adults experience a mental illness and nearly 1 in 25 live with a serious mental illness. The intent was that all studies identified… Xi Yang 1 2 , Jiang Bian 1 2 , William R Hogan 1 , Yonghui Wu 1 2 Affiliations 1 Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida… Health Outcomes & Biomedical Informatics, University of Florida. eHealth is an emerging field in the intersection of informatics, computer science, health communication, public health, and health care delivery, leveraging the booming and related technologies (e.g., web- or mobile-based apps and wearables) to enhance and deliver health services and information. We have also developed open source software for the collection and analysis of social media data. Second, we will replicate the model using historical data captured by the EMRs at OneFlorida Clinical Research Consortium sites. The Cancer Informatics Shared Resource (CISR) provides a centralized resource of expertise and infrastructure in the informatics aspects of biomedical, translational and population cancer research that enhances scientific interaction and research productivity. Finally, we will implement and evaluate these software solutions across a number of diverse CTSA sites both within and outside of the project team CTSA sites. Good. We propose to create new methods and software for risk factor trajectories, and broadly disseminate them to a wide audience of scientists. 1 The total number of users of all major social media platforms is predicted to be 3.02 billion by 2021. ORCID: 0000-0002-2238-5429 Department: MD-HOBI-GENERAL ... UF Health is a collaboration of the University of Florida Health Science Center, Shands hospitals and other health care entities. *Correspondence to: Jiang Bian, PhD, Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2197 Mowry Road, Suite 122, … in Medical Sciences, Biomedical Informatics, Graduate Certificate in Implementation Science, Graduate Certificate in Biomedical Informatics, GMS 6848 Ensuring Rigor and Reproducibility in Clinical and Translational Research, This page uses Google Analytics (Google Privacy Policy), https://scholar.google.com/citations?hl=en&user=ysr–voAAAAJ&view_op=list_works&sortby=pubdate. Social media such as Twitter and Facebook afford us enormous opportunities to understand the intersections of individual behaviors, social-environmental factors, and social interactions on social media platforms. Dean: M.L. Our research is to leverage a large repository of linked electronic health record (EHR) and administrative claims data to understand contemporary use of lung cancer screening and the associated health care outcomes and costs in a real-world setting. Jiang Bian, PhD Network science, consumer health informatics, big data analytics, social media, security & privacy, software engineering Learn More ... UF Health is a collaboration of the University of Florida Health Science Center, Shands hospitals and other health care entities. Bian Jiang is a Manager with Nana Analytics, LLC in Florida. Zhang H, Guo Y, Hogan W, Li Q, George TJ, Shenkman EA, Modave, F. Lossio-Ventura JA, Hogan WR, Modave F, Guo Y, He Z, Yang X, Zhang H. Hicks A, Hogan WR, Rutherford M, Malin B, Xie M, Fellbaum C, Yin Z, Fabbri D, Hanna J. Yuan J, Malin B, Modave F, Guo Y, Hogan WR, Shenkman E. Specially, we have mined Twitter data for detecting drug-related adverse events, evaluating the adequacy of gender identification terms among transgender population, assessing the U.S. weekly trends in work stress and emotion, and understanding the impact of promotional health information on laypeople. Mental health is an increasingly important topic in healthcare. The address on file for this person is 2603 Sw 118th Ter, Gainesville, FL 32608 in Alachua County. The University of Florida Academic Health Center - the most comprehensive academic health center in the Southeast - is dedicated to high-quality programs of education, research, patient care and public service. Further, one key focus area is to identify multi-level interventions (targeting patients, caregivers, providers, and health care systems). Associate Professor BIAN JIANG IN GAINESVILLE, FL University of Florida. Jiang Bian. The aggregation of the messages on social media could generate valuable information and knowledge about specific health topics, which could further help promote public health and encourage behavior changes [1–2]. Naturally, we investigated applications and other areas that use graph-based data structures. Second, we will replicate the model using historical data captured by the EMRs at OneFlorida Clinical Research Consortium sites. I. To achieve this, we will develop software to support tight integration into the two most common academic medical center EHRs--Epic and Cerner. The UF Health Cancer Center has a newly formed shared resource available for UF Health investigators. Overview. University of Florida. Contact editor: Jiang Bian; bianjiang@ufl.edu. In particular, we have used ontology and semantic web technology stack as a data and knowledge representation framework to solve various informatics challenges: (1) creating ontology-based semantic data integration infrastructure to harmonize heterogeneous datasets; (2) turning free-text clinical trial eligibility criteria into machine-computable form to support cohort discovery and recruitment; and (3) developing knowledge bases/graphs to provide evidence-based information to lay consumers. Jae S. Min. Moreover, I have lead the development of the CLinicAl Research Administration (CLARA) system, as part of UAMS's CTSA effort, to manage the complex regulatory requirements of clinical trials. We aim to answer two key research questions: (1) whether the a prior generalizability can predict the actual clinical outcomes of the interventions on the target population; and (2) how the exclusion criteria that may limit older adults’ participation affect study generalizability and outcomes of patients in different age groups. Following best practices (e.g., user-centered design, Agile software development), we designed and developed a wide range of eHealth applications and have shown their effectiveness in funded clinical trials. Jiang Bian. 106 Grinter Hall 1523 Union Road PO Box 115500 Gainesville, FL 32611-5500 352 392 6622 352 392 8729 gradschool@aa.ufl.edu In particular, my efforts have led to the development of the Comprehensive Research Informatics Suits (CRIS). Jiang Bian, Ph.D., July 2018 Page 6 of 18 First, we will utilize data captured by the EMR at the University of Florida (UF), to develop a cognitive impairment/dementia/AD prediction model (UF AD prediction model). University of Florida, USA. Director of Cancer Informatics and eHealth Core College of Medicine This analysis was based on data of the University of Florida (UF) Health Cancer Center Catchment Area (CCCA) from multiple sources. Data can save lives, and it is a moral imperative to work in this direction, respecting and protecting the persons who are the data. Jiang Bian Hui Hu Background Fine particulate matter (PM2.5) is a complex mixture of fine particulates with large spatiotemporal heterogeneities in chemical compositions. We assessed the feasibility and acceptability of a sequential approach of parent-targeted HPV vaccine reminders and phone-based Motivation Interviewing (MI). Mark Hoyer, Stephen M. Roberts, Nancy D. Denslow, Jiang Bian, William R. Hogan. Currently, the monthly worldwide active users of 2 major social media platforms, Facebook and Twitter, have reached 2.20 billion and 336 million, respectively. At the University of Florida (UF), I have crucial role in building the OneFlorida Data Trust, a secure data repository currently containing ~15 million linked patient records of different types integrating diverse data sources. Over the past several years, our research has shown that we can mine the social web for invaluable insights into public and consumer health. I am interested in designing security models and developing patient-centric privacy-preserving software systems such as privacy-preserving record linkage systems, secure health information exchange platform, and privacy-preserving cohort discovery framework. Semantic Web and Ontology. UF COLLEGES OF MEDICINE, VETERINARY MEDICINE, AND IFAS. Background The COVID-19 SRCWG reviews any study at UF JAX or UF Gainesville focusing on COVID-19 patients, the response of COVID-19 for UF employees or students, and/or COVID-19 samples/data. Mining the Internet, including the social web, to provide insights into health-related behavior and health outcomes of various populations and finding ways to develop interventions that promote public and consumer health. Development of novel informatics methods, tools and systems to support clinical and clinical research activities. Special Issue: The Semantics of Mental Health, Intelligent Systems in Social Web and Health Research 2020 (ISSWHR 2020), Open CFP; Due (tentative): January 31, 2020, In conjunction with the The 33th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (, NIH/NCI 1R01CA246418-01, 01/01/2020 - 12/31/2023, PCORI ME-2018C3-14754, 01/01/2020 - 01/31/2023, NIH/NIA 1 R21 AG061431-01, 01/15/2019 - 11/30/2020, NSF SBE #1734134, 09/01/2017–08/31/2020, NIH/NCATS 1U01TR001806-01, 09/15/2016–09/14/2020, NIH/NINR, NIGMS 1R01NR015988-01A1, 07/20/2018 – 05/31/2023, Role: Co-Investigator (EHR Integration Lead, eHealth), NIH/NIGMS 9R01GM121081-05, 08/15/2016–06/30/2020, Role: Co-Investigator (Software Lead, eHealth). Concerns over high false positives, invasive diagnostic procedures, postprocedural complications, and downstream health care costs impede developing and promoting lung cancer screening program. ‪Health Outcomes & Biomedical Informatics, University of Florida‬ - ‪Cited by 1,787‬ - ‪cancer informatics‬ - ‪data science‬ - ‪eHealth and social media‬ - ‪semantic web‬ - ‪data privacy in healthcare‬ ... Jiang Bian. Address for correspondence: Wei Wang, Department of Psychology, University of Central Florida, 4111 Pictor Lane, Psychology Bldg 99 Ste. Leveraging state-of-the-art data privacy research to construct technologies that enable privacy in the context of real-world organizational, political, and health information architectures. We will develop a generalized integration of the PROMIS toolset, utilizing the SMART-on-FHIR standard, that can be implemented in multiple EHR platforms. Corresponding Author: Jiang Bian, PhD, College of Medicine, University of Florida, 2197 Mowry Road Suite 122, PO Box 100177, Gainesville, FL 32610-0177, USA (bianjiang@ufl.edu) Bian is working as the Assistant Professor at the University of Florida. Perry T, Marshall A, Berlinski A, Rettiganti M, Brown R, Randle S, Luo C. He X, Zhang R, Rizvi R, Vasilakes J, Yang X, Guo Y, He Z, Prosperi M. Zhang H (g), He Z, He X (g), Guo Y, Nelson DR, Modave F, Wu Y, Hogan WR. It is imperative to have tools and software designed and developed using informatics principles to support clinical and clinical research activities. Further, we will examine the impact of sharing smartphone asthma-related data with the primary care provider (PCP) on outcomes. m.prosperi@ufl.edu. Corresponding Author. Of the 12% of respondents who identified as LGB, less than 21% were taking statins for primary prevention, compared with nearly 44% of non-LGB adults. Although advances have been made in computing systems, the bridge from data processing to knowledge discovery, unfortunately, is still challenging. The success of this R21 project will (1) fill a knowledge gap on the validity and utility of the different generalizability assessment methods; (2) provide an easy-to-use toolbox ctGATE for assessing study generalizability much-needed by the clinical research community; and (3) help the clinical researchers choose the most appropriate generalizability assessment methods with readily available implementations. Wei Wang. This project seeks to develop clinical natural language processing (NLP) methods and systems to extract and connect social & behavioral determinants of health (SDoH & BDoH) and adverse events (AEs) with clinical factors generated by clinical practice in patients’ electronic health records (EHRs) for health outcomes research. Department of Epidemiology. Lung cancer screening using Low-dose computed tomography is a promising technique to reduce the burden of lung cancer, the leading cause of cancer-related death in the United States. Yi Guo, Jiang Bian, Francois Modave, Qian Li, Thomas J George, Mattia Prosperi, and Elizabeth Shenkman. Using Social Media Data to Understand the Impact of Promotional Information on Laypeople’s Discussions: A Case Study of Lynch Syndrome. First, we will utilize data captured by the EMR at the University of Florida (UF), to develop a cognitive impairment/dementia/AD prediction model (UF AD prediction model). University of Florida Health Cancer Center OneFlorida is a Data Research Network that provides an enduring infrastructure for comparative effectiveness research and pragmatic clinical trials. Jiang Bian. Health Outcomes & Biomedical Informatics To the Editor: “A call for deep-learning healthcare” by Norgeot et al 1 is a farsighted and inspiring manifesto toward the progress of medicine through policy-empowered and interdisciplinary data science. When repeated measurements of risk factors over time are used to predict disease outcomes, the complex study designs require new data and sample size methods and software. Lifecourse epidemiology is the study of chronic disease risk associated with the long‐term effects of exposures occurring throughout the life course. UF College of Medicine Research Dr. Bian’s expertise and background serve an overarching theme: data science with heterogeneous data, information and knowledge resources. The working group is made up of investigators and service core representatives, as well as UF regulatory team members. and Biomedical Informatics. Health and Health Professions. In 2016, we selected all 11- to 12-year-old boys and girls seen in one clinic whose vaccine records did not include the HPV vaccine (n=286). College of Medicine, University of Florida. However, very few environmental … I have been deeply involved in various software development and data infrastructure research projects. Semantic web and ontology—advancing knowledge representation and creating applications of knowledge bases/graphs. We focus on breast, lung, and colorectal cancer trials. UF Health is a collaboration of the University of Florida Health Science Center, Shands hospitals and other health care entities. Data-driven approaches that aim to discover patterns from massive amount of data and make clinically relevant predictions are becoming increasingly common in translational research. Third, we will integrate it into the UF EMR and build clinical decision support (CDS) tools that identify patients at highest risk for cognitive disorders and guide referral by primary care providers to brain health specialists. bianjiang@ufl.edu ... At the University of Florida (UF), I have crucial role in building the OneFlorida Data Trust, a secure data repository currently containing ~15 million linked patient records of different types integrating diverse data sources. University of Central Florida, USA. INTRODUCTION. Unlocking the value of big data computing systems to achieve the optimal use of those systems demands strong background in multiple disciplines (e.g., data integration, machine-/deep-learning methods, distributed systems, algorithms). Jiang Bian is an associate professor and director of Cancer Informatics and EHealth Core at the University of Florida College of Medicine. We propose to systematically review the extant methods for generalizability assessments, and then use a data-driven strategy to reproduce, evaluate, and compare these methods with our unique data resource, the OneFlorida Data Trust. He Z, Gonzalez-Izquierdo A, Denaxas S, Dura A, Guo Y, Hogan WR, Shenkman E. Mansoor H (g), Elgendy IY, Segal R, Bavry AA. Recent studies suggested that long-term environmental exposures may be important determinants of severe COVID-19. Thus, our research also taps into innovations in health information technology (IT) such as integrating patient-reported outcome (PRO) collection toolkit into EHR workflows and tools that provide evidence-based clinical decision support. Use of social media has grown rapidly in the past 10 years. Although privacy protection of health information is highly regulated (e.g., HIPAA), there lacks a consistent and efficient model for developing software systems involving electronic health records (EHRs). 2 In the Unites States, the number of social media users is … Search for more papers by this author. The social media like Twitter and Facebook encourage the users to share their thoughts, opinions and details of their lives. Our work in this area focuses on (1) developing software tools and systems that are capable of handling big data in terms of integration, storage, searching, sharing, analyzing, and visualizing; and (2) using heterogeneous data sources, especially real-world data (RWD) such as electronic health records (EHRs) and administrative claims data to generate real-world evidence (RWE). Verified email at ufl.edu - Homepage. 320, Orlando, FL 32816, USA. Many health behaviors, despite being an individual choice, is often influenced by social and cultural context. Bian J, Zhao Y (g, co-first), Salloum RG, Guo Y, Wang M, Prosperi M, Zhang H, Du X, Ramirez-Diaz LJ, He Z, Sun Y. in Medical Sciences, Health Outcomes and Implementation Science, M.S. The overarching goal of the proposed project is to examine the effectiveness of a personalized, interactive asthma smarthphone application in reducing asthma morbidity among adolescents who are at increased risk for future asthma exacerbations. We focus on breast, lung, and colorectal cancer trials. bianjiang@ufl.edu JIANG BIAN | Orlando, Florida | Student at University of Central Florida | 48 connections | View JIANG's homepage, profile, activity, articles For example, our work on clinical trial generalizability assessment has used RWD (e.g., large collections of linked EHRs and claims data from the OneFlorida network) to identify trial generalizability issues during its design phase. I love doing research in biomedical informatics, but I also enjoy writing high quality code and producing real-world products that will make a broader impact... Data-driven medicine—applications of data science techniques, including machine-/deep-learning methods on solving heterogeneous and big data problems in medicine. Jiang Bian Associate Professor at University of Florida Gainesville, Florida Higher Education UF Emerging Pathogens Institute • Created in 2006 with $60 million appropriation from Florida state legislature, to conduct basic Selected Articles (Complete list from Google Scholar (https://scholar.google.com/citations?hl=en&user=ysr–voAAAAJ&view_op=list_works&sortby=pubdate). Jiang. Gainesville, FL. Mo Wang. Gainesville, FL. “Health care providers should address their own biases and understand the complexities of LGB patients, making sure to provide guideline-directed recommendations in a culturally competent way,” said study co-author Jiang Bian, Ph.D., associate professor of Health Outcomes and Biomedical Informatics at the University of Florida College of Medicine. College of Medicine & College of Public. This project is to develop further the research infrastructure in OneFlorida as part of PCORnet 2.0. Further, I have led the development of the Enterprise Image Repository (EIR) and the Trauma Image Repository (TIR) – a medical image exchange platform for telemedicine that has been widely used in the state of Arkansas. This line of research started with an interest in using network science and graph theory as a conceptual framework for interpreting health and health care data from a unique perspective. Mattia Prosperi. The risk factors for severe COVID-19 beyond older age and certain underlying health conditions are largely unknown. CRIS now is the standard clinical research management system at the University of Arkansas for Medical Sciences (UAMS). Jiang Bian, Ph.D., July 2018 Page 2 of 22 Professional Experience Director of Cancer Informatics and eHealth Core University of Florida Health Cancer Center Gainesville, FL IT Research Manager Research Systems, Information Technology University of Arkansas for Medical Sciences Little Rock, AR Technical Lead/Lead Application Analyst Department of Health Outcomes. Visit the Institute for Child Health Policy Site, Health Outcomes and Implementation Science, Ph.D. in Medical Sciences, Health Outcomes and Implementation Science, Ph.D. in Medical Sciences, Biomedical Informatics, M.S. 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