Jiang Bian, Ph.D.
Professor And Division Director Of Biomedical Informatics; Chief Data Scientist & Chief Research Information Officer, UF Health
Department:
MD-HOBI-BIOMED INFORMATICS
Business Phone:
(352) 273-8878
Business Email:
bianjiang@ufl.edu
About Jiang Bian
Biomedical Informatics is an interdisciplinary field, where the central theme is to explore the effective uses of data, information, and knowledge for scientific inquiry, problem-solving, and decision making, motived by efforts to import human health. I have a diverse yet strong multi-disciplinary background in data integration, semantic web, machine learning, natural language processing, social media analysis, network science, data privacy, and software engineering. Nevertheless, my expertise and background serve an overarching theme: data science with heterogeneous data, information and knowledge resources.
I currently serve as the Chief Data Scientist and Chief Research Information Officer for UF Health, Division Chief of Biomedical Informatics in Health Outcomes & Biomedical Informatics, Director of the Biomedical Informatics Program for the UF Clinical and Translational Science Institute (CTSI; https://www.ctsi.ufl.edu/about/ctsi-programs/biomedical-informatics/), the Chief Data Scientist for the UF Health Cancer Center, and the Chief Data Scientist for the OneFlorida+ Clinical Research Consortium (https://onefloridaconsortium.org/).
Additional Positions:
Chief Data Scientist
2024 – Current
·
University of Florida Health Cancer Center
Chief Research Information Officer
2023 – Current
·
University of Florida Health
Director of Biomedical Informatics Program
2023 – Current
·
Clinical and Translational Science Institute, UF
Division Chief of Biomedical Informatics
2023 – Current
·
Health Outcomes & Biomedical Informatics, College of Medicine, UF
Chief Data Scientist
2022 – Current
·
University of Florida Health
Chief Data Scientist
2022 – Current
·
OneFlorida+ Clinical Research Consortium
Associate Director of Biomedical Informatics Program
2021 – 2023
·
Clinical and Translational Science Institute, UF
Director of Cancer Informatics Shared Resource
2018 – 2024
·
UF Health Cancer Center
Teaching Profile
Courses Taught
2020,2022
GMS6850 Foundations of Biomedical Informatics
2018,2020-2022,2022
GMS6806 Security and Privacy for Clinical Research
2015-2018
GMS6803 Data Science for Clinical Research
2018
GMS7979 Advanced Research
2018
GMS7980 Research for Doctoral Dissertation
2018
NGR7980 Research for Doctoral Dissertation
2017-2018
NGR7979 Advanced Research
2016
GMS6090 Research in Medical Sciences
2015
GMS6888 Mentored Research Hop
Research Profile
I have a diverse yet strong multi-disciplinary background. Nevertheless, my expertise and background serve an overarching theme: data science with heterogeneous data, information and knowledge resources. My research areas can be divided into two logical sections under this overarching theme: (1) data-driven medicine—applications of informatics techniques, including AI/ML methods in medicine on solving big heterogeneous data problems, providing insights into health-related behavior and health outcomes of various populations and finding ways to develop interventions that promote public and consumer health; and (2) development of novel informatics methods, tools, and systems to support clinical and clinical research activities such as tools for data integration and harmonization, clinical trial design, and cohort discovery.
Google Scholar: https://scholar.google.com/citations?hl=en&user=ysr–voAAAAJ&view_op=list_works&sortby=pubdate
Open Researcher and Contributor ID (ORCID)
0000-0002-2238-5429
Areas of Interest
- Cancer Informatics
- Social media
- data privacy in healthcare
- data science
- eHealth and user-centered design
- semantic web
Publications
2024
A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges
Cancer Discovery.
14(10):1774-1778
[DOI] 10.1158/2159-8290.cd-24-1130.
2024
A scoping review of fair machine learning techniques when using real-world data.
Journal of biomedical informatics.
151
[DOI] 10.1016/j.jbi.2024.104622.
[PMID] 38452862.
2024
A Single-cell and Spatial RNA-seq Database for Alzheimer’s Disease (ssREAD).
bioRxiv : the preprint server for biology.
[DOI] 10.1101/2023.09.08.556944.
[PMID] 37745592.
2024
A single-cell and spatial RNA-seq database for Alzheimer’s disease (ssREAD)
Nature Communications.
15(1)
[DOI] 10.1038/s41467-024-49133-z.
[PMID] 38844475.
2024
An Interpretable Population Graph Network to Identify Rapid Progression of Alzheimer’s Disease Using UK Biobank.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.03.27.24304966.
[PMID] 38585886.
2024
Assessing the Seasonality of Lab Tests Among Patients with Alzheimer’s Disease and Related Dementias in OneFlorida Data Trust.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.03.18.24304494.
[PMID] 38562749.
2024
Association of computed tomography scan-assessed body composition with immune and PI3K/AKT pathway proteins in distinct breast cancer tumor components.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.05.21.24307688.
[PMID] 38826360.
2024
Autoencoder to Identify Sex-Specific Sub-phenotypes in Alzheimer’s Disease Progression Using Longitudinal Electronic Health Records.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.07.07.24310055.
[PMID] 39040206.
2024
Call for papers: Special issue on biomedical multimodal large language models – novel approaches and applications.
Journal of biomedical informatics.
157
[DOI] 10.1016/j.jbi.2024.104703.
[PMID] 39111608.
2024
Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints
Journal of the American Medical Informatics Association.
31(4):809-819
[DOI] 10.1093/jamia/ocad248.
[PMID] 38065694.
2024
Continuous glucose monitoring and all-cause mortality in insulin-using population with diabetes and cognitive impairment.
Diabetes, obesity & metabolism.
26(10):4795-4798
[DOI] 10.1111/dom.15842.
[PMID] 39134460.
2024
Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.03.07.24303926.
[PMID] 38496630.
2024
Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs
npj Digital Medicine.
7(1)
[DOI] 10.1038/s41746-024-01266-7.
[PMID] 39341983.
2024
Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study.
Research square.
[DOI] 10.21203/rs.3.rs-4014472/v1.
[PMID] 38559051.
2024
Develop and validate a computable phenotype for the identification of Alzheimer’s disease patients using electronic health record data
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring.
16(3)
[DOI] 10.1002/dad2.12613.
[PMID] 38966622.
2024
Develop and Validate a Computable Phenotype for the Identification of Alzheimer’s Disease Patients Using Electronic Health Record Data.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.02.06.24302389.
[PMID] 38370766.
2024
Developing a computable phenotype for glioblastoma
Neuro-Oncology.
26(6):1163-1170
[DOI] 10.1093/neuonc/noad249.
[PMID] 38141226.
2024
Dynamic Prognosis Prediction for Patients on DAPT After Drug‐Eluting Stent Implantation: Model Development and Validation
Journal of the American Heart Association.
13(3)
[DOI] 10.1161/jaha.123.029900.
2024
Effect of Eligibility Criteria on Patients’ Survival and Serious Adverse Events in Colorectal Cancer Drug Trials.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.04.03.24305265.
[PMID] 38633798.
2024
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework
Journal of the American Medical Informatics Association.
31(6):1303-1312
[DOI] 10.1093/jamia/ocae075.
[PMID] 38713006.
2024
Evolution of digital twins in precision health applications: a scoping review study.
Research square.
[DOI] 10.21203/rs.3.rs-4612942/v1.
[PMID] 39149471.
2024
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program.
PloS one.
19(6)
[DOI] 10.1371/journal.pone.0282451.
[PMID] 38843159.
2024
Exploring the Relation between Contextual Social Determinants of Health and COVID-19 Occurrence and Hospitalization
Informatics.
11(1)
[DOI] 10.3390/informatics11010004.
2024
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models.
Journal of healthcare informatics research.
8(3):463-477
[DOI] 10.1007/s41666-024-00166-5.
[PMID] 39131104.
2024
Feasibility of Identifying Factors Related to Alzheimer’s Disease and Related Dementia in Real-World Data.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.02.10.24302621.
[PMID] 38405723.
2024
Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need
Journal of the American Medical Informatics Association.
31(9):1892-1903
[DOI] 10.1093/jamia/ocae078.
[PMID] 38630580.
2024
Genetic Testing for Cancer Risk and Perceived Importance of Genetic Information Among US Population by Race and Ethnicity: a Cross-sectional Study.
Journal of racial and ethnic health disparities.
11(1):382-394
[DOI] 10.1007/s40615-023-01526-4.
[PMID] 36689121.
2024
Geographic variation and racial disparities in adoption of newer glucose-lowering drugs with cardiovascular benefits among US Medicare beneficiaries with type 2 diabetes.
PloS one.
19(1)
[DOI] 10.1371/journal.pone.0297208.
[PMID] 38285682.
2024
Glucagon-Like Peptide-1 Receptor Agonists and Risk for Suicidal Ideation and Behaviors in U.S. Older Adults With Type 2 Diabetes
Annals of Internal Medicine.
177(8):1004-1015
[DOI] 10.7326/m24-0329.
2024
Glucagon-Like Peptide-1 Receptor Agonists and Risk of Parkinson’s Disease in Patients with Type 2 Diabetes: A Population-Based Cohort Study.
Movement disorders : official journal of the Movement Disorder Society.
[DOI] 10.1002/mds.29992.
[PMID] 39189078.
2024
Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer.
bioRxiv : the preprint server for biology.
[DOI] 10.1101/2024.04.15.589599.
[PMID] 38659732.
2024
Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer.
Computational and structural biotechnology journal.
23:3020-3029
[DOI] 10.1016/j.csbj.2024.07.014.
[PMID] 39171252.
2024
Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study.
Alzheimer's & dementia : the journal of the Alzheimer's Association.
20(2):975-985
[DOI] 10.1002/alz.13480.
[PMID] 37830443.
2024
Heterogeneous treatment effects of sodium-glucose cotransporter 2 inhibitors on risk of dementia in people with type 2 diabetes: A population-based cohort study.
Alzheimer's & dementia : the journal of the Alzheimer's Association.
20(8):5528-5539
[DOI] 10.1002/alz.14048.
[PMID] 38958394.
2024
Identification of Parkinson’s disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data
npj Digital Medicine.
7(1)
[DOI] 10.1038/s41746-024-01175-9.
[PMID] 38982243.
2024
Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts
Communications Medicine.
4(1)
[DOI] 10.1038/s43856-024-00549-0.
[PMID] 38992068.
2024
Identifying demographic and home features influencing older adults’ home functioning by using machine learning models.
Archives of gerontology and geriatrics.
116
[DOI] 10.1016/j.archger.2023.105149.
[PMID] 37567096.
2024
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias
Journal of Biomedical Informatics.
153
[DOI] 10.1016/j.jbi.2024.104642.
[PMID] 38621641.
2024
Is the Apple Vision Pro the Ultimate Display? A First Perspective and Survey on Entering the Wonderland of Precision Medicine
JMIR Serious Games.
12
[DOI] 10.2196/52785.
[PMID] 39292499.
2024
Machine Learning Prediction of Autism Spectrum Disorder Through Linking Mothers’ and Children’s Electronic Health Record Data.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.03.24.24304813.
[PMID] 38585795.
2024
Me-LLaMA: Foundation Large Language Models for Medical Applications.
Research square.
[DOI] 10.21203/rs.3.rs-4240043/v1.
[PMID] 38826372.
2024
Memories are One-to-Many Mapping Alleviators in Talking Face Generation.
IEEE transactions on pattern analysis and machine intelligence.
PP
[DOI] 10.1109/TPAMI.2024.3409380.
[PMID] 38833402.
2024
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction.
Journal of biomedical informatics.
153
[DOI] 10.1016/j.jbi.2024.104630.
[PMID] 38548007.
2024
Morphological profiling for drug discovery in the era of deep learning
Briefings in Bioinformatics.
25(4)
[DOI] 10.1093/bib/bbae284.
[PMID] 38886164.
2024
Morphological Profiling for Drug Discovery in the Era of Deep Learning.
ArXiv.
[PMID] 38168460.
2024
Newer glucose-lowering drugs and risk of suicidal ideation and behaviours: A network meta-analysis of randomized outcome trials.
Diabetes, obesity & metabolism.
26(10):4783-4786
[DOI] 10.1111/dom.15822.
[PMID] 39075921.
2024
OCTOPUS: Disk-based, Multiplatform, Mobile-friendly Metagenomics Classifier.
bioRxiv : the preprint server for biology.
[DOI] 10.1101/2024.03.15.585215.
[PMID] 38559026.
2024
Patient-Provider Discussion About Lung Cancer Screening by Race and Ethnicity: Implications for Equitable Uptake of Lung Cancer Screening.
Clinical lung cancer.
25(1):39-49
[DOI] 10.1016/j.cllc.2023.08.013.
[PMID] 37673782.
2024
Quantifying Health Outcome Disparity in Invasive Methicillin-Resistant Staphylococcus aureus Infection using Fairness Algorithms on Real-World Data.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.
29:419-432
[PMID] 38160296.
2024
Race-and Ethnicity-Related Disparities in Predialysis Nephrology Care, Kidney Disease Education, and Home Dialysis Utilization
Journal of the American Society of Nephrology.
[DOI] 10.1681/asn.0000000000000489.
2024
Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents
Annals of Internal Medicine.
177(2):165-176
[DOI] 10.7326/m23-1754.
2024
Real-World Effectiveness of Lung Cancer Screening Using Deep Learning-Based Counterfactual Prediction.
Studies in health technology and informatics.
310:419-423
[DOI] 10.3233/SHTI230999.
[PMID] 38269837.
2024
Sociodemographic and Clinical Characteristics Associated with Genetic Testing among Cancer Survivors: Evidence from Three Cancer Registries.
Public health genomics.
27(1):124-135
[DOI] 10.1159/000540341.
[PMID] 39102787.
2024
Sodium-glucose cotransporter-2 inhibitors and incidence of atrial fibrillation in older adults with type 2 diabetes: a retrospective cohort analysis.
Frontiers in pharmacology.
15
[DOI] 10.3389/fphar.2024.1379251.
[PMID] 38846094.
2024
The Burden of Cancer and Pre-cancerous Conditions Among Transgender Individuals in a Large Healthcare Network.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.03.24.24304777.
[PMID] 38585849.
2024
Trajectories of Sacubitril/Valsartan Adherence Among Medicare Beneficiaries With Heart Failure.
JACC. Advances.
3(7)
[DOI] 10.1016/j.jacadv.2024.100958.
[PMID] 39129974.
2023
A Computable Phenotype for the Identification of Sexual and Gender Minorities in Electronic Health Records.
AMIA … Annual Symposium proceedings. AMIA Symposium.
2023:1057-1066
[PMID] 38222414.
2023
A Fair Individualized Polysocial Risk Score for Identifying Increased Social Risk in Type 2 Diabetes.
Research square.
[DOI] 10.21203/rs.3.rs-3684698/v1.
[PMID] 38106012.
2023
A Natural Language Processing Algorithm for Classifying Suicidal Behaviors in Alzheimer’s Disease and Related Dementia Patients: Development and Validation Using Electronic Health Records Data.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2023.07.21.23292976.
[PMID] 37546764.
2023
A spatial and contextual exposome-wide association study and polyexposomic score of COVID-19 hospitalization
Exposome.
3(1)
[DOI] 10.1093/exposome/osad005.
[PMID] 37089437.
2023
A study of generative large language model for medical research and healthcare
npj Digital Medicine.
6(1)
[DOI] 10.1038/s41746-023-00958-w.
[PMID] 37973919.
2023
Allostatic load and risk of all-cause, cancer-specific, and cardiovascular mortality in older cancer survivors: an analysis of the National Health and Nutrition Examination Survey 1999-2010.
Aging and cancer.
4(2):74-84
[DOI] 10.1002/aac2.12064.
[PMID] 37576467.
2023
An Opinion on ChatGPT in Health Care-Written by Humans Only.
Journal of nuclear medicine : official publication, Society of Nuclear Medicine.
64(5):701-703
[DOI] 10.2967/jnumed.123.265687.
[PMID] 37055219.
2023
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium.
BMC medical informatics and decision making.
23(1)
[DOI] 10.1186/s12911-023-02278-1.
[PMID] 37704994.
2023
Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer’s disease and related dementias.
International journal of medical informatics.
170
[DOI] 10.1016/j.ijmedinf.2022.104973.
[PMID] 36577203.
2023
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network
Journal of the American Medical Informatics Association.
30(3):447-455
[DOI] 10.1093/jamia/ocac229.
[PMID] 36451264.
2023
Biomedical discovery through the integrative biomedical knowledge hub (iBKH).
iScience.
26(4)
[DOI] 10.1016/j.isci.2023.106460.
[PMID] 37020958.
2023
Cancer incidence after asthma diagnosis: Evidence from a large clinical research network in the United States.
Cancer medicine.
12(10):11871-11877
[DOI] 10.1002/cam4.5875.
[PMID] 36999938.
2023
Challenges in Adopting Artificial Intelligence to Improve Healthcare Systems and Outcomes in Thailand
Healthcare Informatics Research.
29(3):280-282
[DOI] 10.4258/hir.2023.29.3.280.
[PMID] 37591683.
2023
Classification of Benign and Malignant Renal Tumors Based on CT Scans and Clinical Data Using Machine Learning Methods
Informatics.
10(3)
[DOI] 10.3390/informatics10030055.
2023
Clinical concept and relation extraction using prompt-based machine reading comprehension
Journal of the American Medical Informatics Association.
30(9):1486-1493
[DOI] 10.1093/jamia/ocad107.
[PMID] 37316988.
2023
Contextualized medication information extraction using Transformer-based deep learning architectures.
Journal of biomedical informatics.
142
[DOI] 10.1016/j.jbi.2023.104370.
[PMID] 37100106.
2023
Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative
Nature Communications.
14(1)
[DOI] 10.1038/s41467-023-37653-z.
[PMID] 37029117.
2023
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes
Nature Medicine.
29(1):226-235
[DOI] 10.1038/s41591-022-02116-3.
[PMID] 36456834.
2023
Disparities Contributing to Late-Stage Diagnosis of Lung, Colorectal, Breast, and Cervical Cancers: Rural and Urban Poverty in Florida
Cancers.
15(21)
[DOI] 10.3390/cancers15215226.
[PMID] 37958400.
2023
Early prediction of Alzheimer’s disease and related dementias using real‐world electronic health records
Alzheimer's & Dementia.
19(8):3506-3518
[DOI] 10.1002/alz.12967.
[PMID] 36815661.
2023
Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities.
Yearbook of medical informatics.
32(1):253-263
[DOI] 10.1055/s-0043-1768732.
[PMID] 38147867.
2023
Ethnic Variations in Cardiovascular and Renal Outcomes From Newer Glucose‐Lowering Drugs: A Meta‐Analysis of Randomized Outcome Trials
Journal of the American Heart Association.
12(10)
[DOI] 10.1161/jaha.122.026791.
2023
Evaluating the perceptions of pesticide use, safety, and regulation and identifying common pesticide-related topics on Twitter.
Integrated environmental assessment and management.
19(6):1581-1599
[DOI] 10.1002/ieam.4777.
[PMID] 37070476.
2023
Evaluation of a Computable Phenotype for Successful Cognitive Aging.
Mayo Clinic proceedings. Innovations, quality & outcomes.
7(4):212-221
[DOI] 10.1016/j.mayocpiqo.2023.04.006.
[PMID] 37304063.
2023
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2023.02.15.23286012.
[PMID] 36865304.
2023
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients.
Proceedings. IEEE International Conference on Healthcare Informatics.
2023:756-759
[DOI] 10.1109/ichi57859.2023.00139.
[PMID] 39070248.
2023
Eye Rubbing in Chinese Patients With Keratoconus: A Multicenter Analysis.
Journal of refractive surgery (Thorofare, N.J. : 1995).
39(10):712-718
[DOI] 10.3928/1081597X-20230831-04.
[PMID] 37824304.
2023
High-throughput target trial emulation for Alzheimer’s disease drug repurposing with real-world data
Nature Communications.
14(1)
[DOI] 10.1038/s41467-023-43929-1.
[PMID] 38081829.
2023
Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer’s Disease Using Electronic Health Records.
AMIA … Annual Symposium proceedings. AMIA Symposium.
2023:764-773
[PMID] 38222396.
2023
Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer’s Disease Using Electronic Health Records.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2023.07.27.23293270.
[PMID] 37577594.
2023
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program
Environmental Advances.
11
[DOI] 10.1016/j.envadv.2023.100352.
[PMID] 36785842.
2023
Impact of Contextual-Level Social Determinants of Health on Newer Antidiabetic Drug Adoption in Patients with Type 2 Diabetes
International Journal of Environmental Research and Public Health.
20(5)
[DOI] 10.3390/ijerph20054036.
[PMID] 36901047.
2023
Implementation of a pediatric asthma management program in rural primary care clinics
Journal of Asthma.
60(6):1080-1087
[DOI] 10.1080/02770903.2022.2132954.
[PMID] 36194428.
2023
Individual and social determinants of adherence to sodium-glucose cotransporter 2 inhibitor therapy: A trajectory analysis.
Journal of managed care & specialty pharmacy.
29(11):1242-1251
[DOI] 10.18553/jmcp.2023.29.11.1242.
[PMID] 37889868.
2023
Infant Low Birth Weight Prediction Using Graph Embedding Features
International Journal of Environmental Research and Public Health.
20(2)
[DOI] 10.3390/ijerph20021317.
[PMID] 36674072.
2023
Introduction to Radiomics and Artificial Intelligence: A Primer for Radiologists.
Seminars in roentgenology.
58(2):152-157
[DOI] 10.1053/j.ro.2023.02.002.
[PMID] 37087135.
2023
Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record.
International journal of medical informatics.
177
[DOI] 10.1016/j.ijmedinf.2023.105136.
[PMID] 37392712.
2023
Lung cancer screening adherence among people living with and without HIV: An analysis of an integrated health system in Florida, United States (2012-2021).
Preventive medicine reports.
35
[DOI] 10.1016/j.pmedr.2023.102334.
[PMID] 37546581.
2023
Lung Cancer Screening Adherence Among People with HIV Treated at an Integrated Health System in Florida.
AIDS research and human retroviruses.
39(9):482-484
[DOI] 10.1089/AID.2022.0158.
[PMID] 37132600.
2023
Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.
Scientific reports.
13(1)
[DOI] 10.1038/s41598-023-27856-1.
[PMID] 36635438.
2023
Meta-analysis of Association between Newer Glucose-Lowering Drugs and Risk of Parkinson’s Disease.
Movement disorders clinical practice.
10(11):1659-1665
[DOI] 10.1002/mdc3.13893.
[PMID] 37982117.
2023
Methodological Challenges in Spatial and Contextual Exposome-Health Studies.
Critical reviews in environmental science and technology.
53(7):827-846
[DOI] 10.1080/10643389.2022.2093595.
[PMID] 37138645.
2023
N6-methyladenosine in 7SK small nuclear RNA underlies RNA polymerase II transcription regulation.
Molecular cell.
83(21):3818-3834.e7
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Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer’s Disease and Related Dementia (ADRD).
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Statin Use for Atherosclerotic Cardiovascular Disease Prevention Among Sexual Minority Adults
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Assessing the Validity of a a priori Patient-Trial Generalizability Score using Real-world Data from a Large Clinical Data Research Network: A Colorectal Cancer Clinical Trial Case Study.
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Building Computational Models to Predict One-Year Mortality in ICU Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome.
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Facilitation or Hindrance: Physicians’ Perception on Best Practice Alerts (BPA) Usage in an Electronic Health Record System.
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Injury Burden in the United States: Accurate, Reliable, and Timely Surveillance Using Electronic Health Care Data.
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Low Rates of Patient-Reported Physician-Patient Discussion about Lung Cancer Screening among Current Smokers: Data from Health Information National Trends Survey.
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MADEx: A System for Detecting Medications, Adverse Drug Events, and Their Relations from Clinical Notes.
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Understanding Perceptions and Attitudes in Breast Cancer Discussions on Twitter.
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Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition.
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Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials.
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Detecting Signals of Associations between Dietary Supplement Use and Mental Disorders from Twitter.
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Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic acute care algorithm – kidney stones (DACA-KS).
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Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample
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Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus.
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Explore Care Pathways of Colorectal Cancer Patients with Social Network Analysis.
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Exploring the Association Between Self-Reported Asthma Impact and Fitbit-Derived Sleep Quality and Physical Activity Measures in Adolescents
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Using Social Media Data to Understand the Impact of Promotional Information on Laypeople’s Discussions: A Case Study of Lynch Syndrome
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Assessing the Comorbidity Gap between Clinical Studies and Prevalence in Elderly Patient Populations.
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Consumers’ Use of UMLS Concepts on Social Media: Diabetes-Related Textual Data Analysis in Blog and Social Q&A Sites
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DiaFit: The Development of a Smart App for Patients with Type 2 Diabetes and Obesity
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Proceedings. IEEE International Conference on Bioinformatics and Biomedicine.
2016:1081-1088
[DOI] 10.1109/BIBM.2016.7822672.
[PMID] 28503356.
2016
Twitter Analysis: Studying US Weekly Trends in Work Stress and Emotion
Applied Psychology-An International Review-Psychologie Appliquee-Revue Internationale.
65(2, SI):355-378
[DOI] 10.1111/apps.12065.
2016
Visual programming for next-generation sequencing data analytics.
BioData mining.
9
[DOI] 10.1186/s13040-016-0095-3.
[PMID] 27127540.
2015
A deconvolution-based approach to identifying large-scale effective connectivity.
Magnetic resonance imaging.
33(10):1290-1298
[DOI] 10.1016/j.mri.2015.07.015.
[PMID] 26248273.
2015
Improving the precision of fMRI BOLD signal deconvolution with implications for connectivity analysis
Magnetic Resonance Imaging.
33(10):1314-1323
[DOI] 10.1016/j.mri.2015.07.007.
[PMID] 26226647.
2015
Low Quality of Free Coaching Apps With Respect to the American College of Sports Medicine Guidelines: A Review of Current Mobile Apps
JMIR mHealth and uHealth.
3(3)
[DOI] 10.2196/mhealth.4669.
[PMID] 26209109.
2015
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms.
AMIA … Annual Symposium proceedings. AMIA Symposium.
2015:611-20
[PMID] 26958196.
2014
Automated Tools for Clinical Research Data Quality Control using NCI Common Data Elements.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
2014:60-9
[PMID] 25717402.
2014
CLARA: an integrated clinical research administration system.
Journal of the American Medical Informatics Association : JAMIA.
21(e2):e369-73
[DOI] 10.1136/amiajnl-2013-002616.
[PMID] 24778201.
2014
CollaborationViz: interactive visual exploration of biomedical research collaboration networks.
PloS one.
9(11)
[DOI] 10.1371/journal.pone.0111928.
[PMID] 25405477.
2014
Social network analysis of biomedical research collaboration networks in a CTSA institution.
Journal of biomedical informatics.
52:130-40
[DOI] 10.1016/j.jbi.2014.01.015.
[PMID] 24560679.
2014
USign–a security enhanced electronic consent model.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference.
2014:4487-90
[DOI] 10.1109/EMBC.2014.6944620.
[PMID] 25570988.
2013
A probabilistic model of functional brain connectivity network for discovering novel biomarkers.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
2013:21-5
[PMID] 24303289.
2013
Vitreous cryopreservation of human preantral follicles encapsulated in alginate beads with mini mesh cups.
The Journal of reproduction and development.
59(3):288-95
[PMID] 23485957.
2012
Azimuthal anisotropy of charged particles at high transverse momenta in Pb-Pb collisions at sqrt[s(NN)] = 2.76 TeV.
Physical review letters.
109(2)
[PMID] 23030154.
2012
Towards Large-scale Twitter Mining for Drug-related Adverse Events.
SHB'12 : proceedings of the 2012 ACM International Workshop on Smart Health and Wellbeing : October 29, 2012, Maui, Hawaii, USA. International Workshop on Smart Health and Wellbeing (2012 : Maui, Hawaii).
2012:25-32
[DOI] 10.1145/2389707.2389713.
[PMID] 28967001.
2010
Prauserella marina sp. nov., isolated from ocean sediment of the South China Sea.
International journal of systematic and evolutionary microbiology.
60(Pt 4):985-989
[DOI] 10.1099/ijs.0.013862-0.
[PMID] 19666793.
2009
Amycolatopsis marina sp. nov., an actinomycete isolated from an ocean sediment.
International journal of systematic and evolutionary microbiology.
59(Pt 3):477-81
[DOI] 10.1099/ijs.0.000026-0.
[PMID] 19244425.
2008
[Epidemiological survey on malaria situation in Motuo County of Tibet, China].
Zhongguo ji sheng chong xue yu ji sheng chong bing za zhi = Chinese journal of parasitology & parasitic diseases.
26(5):343-8
[PMID] 19157296.
2006
Exploring a possible way to synthesize novel better antioxidants based on vitamin E: a DFT study.
Bioorganic & medicinal chemistry letters.
16(22):5874-7
[PMID] 16942877.
2006
The ortho hydroxy-amino group: another choice for synthesizing novel antioxidants.
Bioorganic & medicinal chemistry letters.
16(13):3582-5
[PMID] 16621555.
2003
[Experimental study of vasoligation in the treatment and prevention of benign prostatic hyperplasia].
Zhonghua nan ke xue = National journal of andrology.
9(1):20-3
[PMID] 12680325.
An Efficient and Accurate Distributed Learning Algorithm for Modeling Multi-Site Zero- Inflated Count Outcomes
.
[DOI] 10.1101/2020.12.17.20248194.
Assessing the Impact of Imputation on the Interpretations of Prediction Models: A Case Study on Mortality Prediction for Patients with Acute Myocardial Infarction
.
[DOI] 10.1101/2020.06.06.20124347.
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups
.
[DOI] 10.1101/2020.08.04.20168161.
Development of a Web-Based Crowdsourcing-Integrated Semantic Text Annotation Tool to Assist in Building a Mental Health Knowledge Base: User-Centered Design Approach (Preprint)
.
[DOI] 10.2196/preprints.18293.
Efficacy and Effectiveness of Mobile Health Technologies for Facilitating Physical Activity in Adolescents: Scoping Review (Preprint)
.
[DOI] 10.2196/preprints.11847.
Exploring Eating Disorder Topics on Twitter: Machine Learning Approach (Preprint)
.
[DOI] 10.2196/preprints.18273.
Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease
.
[DOI] 10.1101/2020.06.03.20121491.
Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease
.
[DOI] 10.1101/2020.08.16.20167577.
Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models (Preprint)
.
[DOI] 10.2196/preprints.22982.
Leverage Real-world Longitudinal Data in Large Clinical Research Networks for Alzheimer’s Disease and Related Dementia (ADRD)
.
[DOI] 10.1101/2020.08.03.20167619.
Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models (Preprint)
.
[DOI] 10.2196/preprints.19735.
Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample
.
[DOI] 10.2196/preprints.8961.a.
Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample
.
[DOI] 10.2196/preprints.8961.
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria Design: A Case Study of Alzheimer’s Disease Trials
.
[DOI] 10.1101/2020.08.02.20166629.
Using Social Media Data to Understand the Impact of Promotional Information on Laypeople�s Discussions: A Case Study of Lynch Syndrome (Preprint)
.
[DOI] 10.2196/preprints.9266.
Grants
Aug 2024
ACTIVE
Disparities in Risk of Dementia among People Living with HIV using Real-World Data
Role: Other
Funding: NATL INST OF HLTH NIA
Aug 2024
ACTIVE
iSMART: intelligent Social risk Management in AD/ADRD paTients
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
Jul 2024
ACTIVE
Elucidating the full phenotype of the 15q13.3 deletion syndrome
Role: Other
Funding: NATL INST OF HLTH NIMH
Jun 2024
ACTIVE
Semantics Standards and Tools for Spatial and Contextual Exposome Data
Role: Principal Investigator
Funding: NATL INST OF HLTH NIEHS
May 2024
ACTIVE
Feasibility of Analyzing HPV Vaccine Impact and Effectiveness using OneFlorida+ Data Trust
Role: Co-Investigator
Funding: MERCK SHARP & DOHME
Apr 2024
ACTIVE
All of Us Center for Linkage and Acquisition of Data (CLAD)
Role: Principal Investigator
Funding: UNIV OF NORTH CAROLINA CHAPEL HILL
via NATL INST OF HLTH
Nov 2023
ACTIVE
Enhancing PCORnet? Infrastructure Capacity for Patient-Centered CER
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Oct 2023
– Sep 2024
VA IPA – Geospatial analysis of racial and rural-nonrural disparities in adherence to follow-up lung cancer screening recommendations in Veterans
Role: Principal Investigator
Funding: US DEPT OF VET AFF GAINESVILLE MED CTR
Sep 2023
ACTIVE
Development of a provider centered intervention for Non-Traumatic Dental Condition management in the Emergency Department
Role: Other
Funding: NATL INST OF HLTH NIDCR
Sep 2023
– Apr 2024
Iron-CLAD: securely advancing AoU participant characterization with proven platforms and collaborations (All of Us Center for Linkage and Acquisition of Data (CLAD))
Role: Principal Investigator
Funding: UNIV OF COLORADO DENVER & ANSCHUTZ MED
via NATL INST OF HLTH OD
Sep 2023
ACTIVE
Post-Acute Sequelae of SARS-CoV-2 Infection and Subsequent Disease Progression in Individuals with Alzheimer's Disease (AD) and Its Related Dementias (ADRD): Influence of the Social and Environmental Determinants of Health
Role: Principal Investigator
Funding: BRIGHAM AND WOMENS HOSPITAL
via NATL INST OF HLTH NIA
Sep 2023
ACTIVE
An end-to-end informatics framework to study Multiple Chronic Conditions (MCC)s impact on Alzheimers disease using harmonized electronic health records
Role: Principal Investigator
Funding: UNIV OF TEXAS HLTH SCI CTR AT HOUSTON
via NATL INST OF HLTH NIA
Sep 2023
ACTIVE
Newer Glucose-lowering drugs and risk of Alzheimer's disease and related dementia
Role: Other
Funding: PHARMA RES AND MANUFACTURERS OF AMERICA
Sep 2023
– Aug 2024
Newer Glucose-Lowering Drugs and Risk of Parkinsons Disease in people with type 2 diabetes
Role: Other
Funding: AMER FOU FOR PHARM EDU
Sep 2023
– Jan 2024
ACTS (AD Clinical Trial Simulation): Developing Advanced Informatics Approaches for an Alzheimer's Disease Clinical Trial Simulation System
Role: Principal Investigator
Funding: UNIV OF TEXAS HLTH SCI CTR AT HOUSTON
via NATL INST OF HLTH NIA
Aug 2023
ACTIVE
Harnessing EHR to develop a Florida-based Coalition on Cancer Care Inequities among PHIV (Social Determinants of Health and Quality of Cancer Care in HIV-associated Cancers)
Role: Co-Project Director/Principal Investigator
Funding: H LEE MOFFITT CANCER CTR & RES INST
via NATL INST OF HLTH NCI
Jul 2023
ACTIVE
Advancing Precision Lung Cancer Surveillance and Outcomes in Diverse Populations (PLuS2)
Role: Co-Investigator
Funding: NATL INST OF HLTH NCI
Jul 2023
ACTIVE
Together: Transforming and Translating Discovery to Improve Health
Role: Faculty
Funding: NATL INST OF HLTH NCATS
Jul 2023
ACTIVE
Capacity Building Projects to Support UF Health's Participation in the Health Systems Implementation Initiative
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Jul 2023
– Dec 2023
Prader Willi Syndrome Natural History Studies
Role: Principal Investigator
Funding: MELAX TECHNOLOGIES
May 2023
ACTIVE
AI-ADRD: Accelerating interventions of AD/ADRD via Machine learning methods
Role: Principal Investigator
Funding: UNIV OF PENNSYLVANIA
via NATL INST OF HLTH NIA
Apr 2023
ACTIVE
Artificial Intelligence and Counterfactually Actionable Responses to End HIV (AICARE-HIV)
Role: Principal Investigator
Funding: NATL INST OF HLTH NIAID
Apr 2023
– Dec 2023
PANDA-MSD: Predictive Analytics via Networked Distributed Algorithms for Multi-System Diseases
Role: Principal Investigator
Funding: UNIV OF PENNSYLVANIA
via VASCULITIS FOUNDATION
Feb 2023
ACTIVE
Disparities of Alzheimer's disease progression in sexual and gender minorities
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
Feb 2023
ACTIVE
Eligibility criteria design for Alzheimers trials with real-world data and explainable AI
Role: Principal Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV
via NATL INST OF HLTH NIA
Feb 2023
– Sep 2023
VA IPA – Geospatial analysis of racial and rural-nonrural disparities in adherence to follow-up lung cancer screening recommendations in Veterans
Role: Principal Investigator
Funding: US DEPT OF VET AFF GAINESVILLE MED CTR
Jan 2023
– Jun 2024
Twitter networks and dynamics of discussions related to pesticides
Role: Co-Project Director/Principal Investigator
Funding: *SYNGENTA CROP PROTECTION LLC
Jan 2023
– Jul 2023
Supplement: The External Exposome and COVID-19 Severity among Individuals with Alzheimers Disease and Related Dementias
Role: Principal Investigator
Funding: BRIGHAM AND WOMENS HOSPITAL
via NATL INST OF HLTH NIEHS
Dec 2022
– Aug 2024
Assessing Barriers and Facilitators for Participating Structured Lifestyle Intervention
Role: Co-Investigator
Funding: EMORY UNIV
via CTRS FOR DISEASE CONTROL AND PREVENTION
Sep 2022
– Dec 2023
Workshop on AI Governance in For-profit and Not-for-profit Organizations
Role: Co-Project Director/Principal Investigator
Funding: NATL SCIENCE FOU
Sep 2022
– Dec 2022
Assessing Barriers and Facilitators for Participating Structured Lifestyle Intervention and Its Real-world Effectiveness and Cost-effectiveness among US Veterans
Role: Co-Investigator
Funding: CTRS FOR DISEASE CONTROL AND PREVENTION
Aug 2022
– May 2024
PANDA-MSD: Predictive Analytics via Networked Distributed Algorithms for Multi-System Diseases
Role: Principal Investigator
Funding: UNIV OF PENNSYLVANIA
via NATL INST OF HLTH NCATS
Jul 2022
ACTIVE
Building Equity Improvement into Quality Improvement in the use of New Glucose-lowering Drugs (GLDs) through Individualized Drug Value Assessment in People with Diabetes
Role: Co-Investigator
Funding: NATL INST OF HLTH NIDDK
Jul 2022
– Aug 2023
Addressing Disparities of Care in Lung Cancer Patients
Role: Principal Investigator
Funding: GENENTECH INC
Jul 2022
– Jun 2024
Social Determinants Underlying Disparities in Heart Failure Treatment and Outcomes
Role: Co-Investigator
Funding: PHARMA RES AND MANUFACTURERS OF AMERICA
Jul 2022
– Jun 2023
Risk of adverse cardiovascular events in breast cancer patients receiving systemic adjuvant therapy: impact of comorbidity burden
Role: Co-Investigator
Funding: FL BREAST CANCER FOU
Mar 2022
– Feb 2024
Using Machine Learning with Real-World Data to Identify Autism Risk in Children
Role: Co-Investigator
Funding: UNIV OF SOUTHERN CALIFORNIA
via NATL INST OF HLTH NIMH
Mar 2022
ACTIVE
Computational Drug Repurposing for AD/ADRD with Integrative Analysis of Real-World Data and Biomedical Knowledge
Role: Principal Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV
via NATL INST OF HLTH NIA
Jan 2022
ACTIVE
OneFlorida+ Phase 3 Clinical Research Network
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Dec 2021
– Jul 2023
The External Exposome and COVID-19 Severity and Mortality
Role: Principal Investigator
Funding: BRIGHAM AND WOMENS HOSPITAL
via NATL INST OF HLTH NIEHS
Oct 2021
– May 2023
RESEARCHING COVID TO ENHANCE RECOVERY (RECOVER) INITIATIVE
Role: Principal Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV
via NATL INST OF HLTH NHLBI
Oct 2021
– Sep 2022
Identification and mitigation of structured electronic health record source data mapping issues (DI3)
Role: Principal Investigator
Funding: HARVARD PILGRIM HEALTHCARE
via US FOOD AND DRUG ADMN
Sep 2021
– Aug 2024
Computable social factor phenotyping using EHR and HIE data
Role: Co-Investigator
Funding: INDIANA UNIV
via AGENCY FOR HEALTHCARE RES AND QUALITY
Sep 2021
ACTIVE
Scaling Interoperable Clinical Decision Support for Patient-Centered Chronic Pain Care
Role: Co-Investigator
Funding: AGENCY FOR HEALTHCARE RES AND QUALITY
Jul 2021
– Jun 2024
Comparative Effectiveness Research for Neuroendocrine Tumors (CER-NET)
Role: Other
Funding: UNIV OF IOWA
via PATIENT-CENTERED OUTCOMES RES INST
Jul 2021
– Oct 2023
Developing and Evaluating a Machine-Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE)
Role: Co-Investigator
Funding: NATL INST OF HLTH NIDA
Jun 2021
ACTIVE
Personalized screening for lung cancer: the importance of co-existing chronic conditions to clinical practice and policy
Role: Co-Investigator
Funding: NATL INST OF HLTH NCI
May 2021
– Apr 2023
Harmonizing and Integrating Nursing Data into Multidisciplinary Datasets to Evaluate Hospital Care and Readmissions of Older Adults with Alzheimers Disease and Alzheimers Disease-Related Dementias
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA
May 2021
– Apr 2022
Evaluating Public Perception of Pesticides Using Social Media Data Analysis
Role: Co-Investigator
Funding: *SYNGENTA CROP PROTECTION LLC
Apr 2021
ACTIVE
Advancing Interdisciplinary Science of Aging through Identification of Iatrogenic Complications: The UF EHR Clinical Data Infrastructure for Enhanced Patient Safety among the Elderly (UF-ECLIPSE)
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA
Apr 2021
– Mar 2024
Optimizing the Population Representativeness of Older Adults in Cancer Trials
Role: Principal Investigator
Funding: NATL INST OF HLTH NCI
Apr 2021
ACTIVE
Advancing Drug Repositioning for Alzheimers Disease using Real-world Data
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
Mar 2021
ACTIVE
Multiplexed Airborne Virus Collection and Detection at the Point-of-Care
Role: Project Manager
Funding: NATL INST OF HLTH NIAID
Dec 2020
– Nov 2022
Novel, High-Impact Studies Evaluating Health System and Healthcare Professional Responsiveness to COVID-19
Role: Co-Investigator
Funding: AGENCY FOR HEALTHCARE RES AND QUALITY
Sep 2020
ACTIVE
Using Real-world Data to Assess the Burden of Diabetes in Children and Adolescents in Florida
Role: Principal Investigator
Funding: CTRS FOR DISEASE CONTROL AND PREVENTION
Sep 2020
ACTIVE
Linking VA and non-VA data to study the risk of suicide in chronic pain patients
Role: Project Manager
Funding: WEILL MED COLLEGE OF CORNELL UNIV
via NATL INST OF HLTH NIMH
Aug 2020
– Sep 2021
The External Exposome and COVID-19 Severity
Role: Principal Investigator
Funding: NATL INST OF HLTH NIEHS
Aug 2020
– Apr 2024
Optimizing the Population Representativeness of Older Adults in Alzheimer's Disease and Related Dementia Clinical Trials
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
Aug 2020
– Jan 2024
Using Electronic Health Records from a Large Clinical Data Research Network to Understand Cancer Burden and Cancer Risks Among Transgender and Gender Nonconforming (TGNC) Individuals
Role: Principal Investigator
Funding: NATL INST OF HLTH NCI
Jul 2020
– Jun 2023
Sunshine Portal Year 2
Role: Co-Investigator
Funding: FL DIV OF EARLY LEARNING
via ADMN FOR CHILDREN AND FAMILIES
Apr 2020
– Sep 2020
IBM Task Order – Development of New and Innovative Methods for Automated Reporting for CBER-Regulated Biological Products – FDA Task Order 2, Order # 75F40119F19002
Role: Co-Investigator
Funding: IBM CORP
via US FOOD AND DRUG ADMN
Jan 2020
– Aug 2020
The provision of research and evaluation to determine the short and long-term human health impacts from harmful algal blooms (HABs)
Role: Co-Investigator
Funding: FL DEPT OF HLTH
Jan 2020
ACTIVE
The benefits and harms of lung cancer screening in Florida
Role: Principal Investigator
Funding: NATL INST OF HLTH NCI
Jan 2020
– Mar 2020
Data Science in Health Informatics Workshop with Deep Learning Winter 2020
Role: Co-Investigator
Funding: *NORTHEASTERN UNIVERSITY OF CHINA
Dec 2019
– Nov 2023
Artificial Intelligence-aided Personalization on Dual Antiplatelet Therapy for Patients Underwent Coronary Stent Implantation Using Large-scale Electronic Health Records
Role: Principal Investigator
Funding: UNIV OF TEXAS HLTH SCI CTR AT HOUSTON
via AMER HEART ASSOCIATION
Oct 2019
– Mar 2023
Clinically-Efficient Strategies to Address Tobacco Smoke Exposure in Pediatric Practice
Role: Co-Investigator
Funding: FL DEPT OF HLTH BIOMED RES PGM/J&E KING
Sep 2019
– Jul 2023
Tailored Clinical Decision Support Formats Designed to Improve Palliative Care for Cancer and Chronically Ill Patients: A Pre-Clinical Test
Role: Co-Investigator
Funding: NATL INST OF HLTH NINR
Jul 2019
– Jun 2024
Text and Talk: A multi-level intervention to increase provider HPV vaccine recommendation effectiveness
Role: Co-Investigator
Funding: NATL INST OF HLTH NCI
Jul 2019
– Jun 2022
UF Health Cancer Center Pilot Projects funded by UF Foundation Allocated Funds
Role: Project Manager
Funding: UF FOUNDATION
Jul 2019
– Sep 2019
Data Science in Health Informatics Workshop Summer 2019
Role: Principal Investigator
Funding: *NORTHEASTERN UNIVERSITY OF CHINA
Apr 2019
– Mar 2021
Advancing Interdisciplinary Science of Aging through Identification of Iatrogenic Complications: The UF EHR Clinical Data Infrastructure for Enhanced Patient Safety among the Elderly (UF-ECLIPSE)
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA
Feb 2019
– Feb 2021
Utilizing Data from the Electronic Medical Record to Predict Alzheimers and Dementia Risk
Role: Co-Investigator
Funding: FL DEPT OF HLTH ED ETHEL MOORE ALZHEIMER
Jan 2019
– Nov 2022
Systematic Analysis of Clinical Study Generalizability Assessment Methods with Informatics
Role: Principal Investigator
Funding: FL STATE UNIV
via NATL INST OF HLTH NIA
Dec 2018
– Feb 2019
Data Science in Health Informatics Workshop Winter 2019
Role: Principal Investigator
Funding: *NORTHEASTERN UNIVERSITY OF CHINA
Sep 2018
– Jun 2023
Using PCORnet to Compare Blood Pressure Control Strategies
Role: Other
Funding: UNIV OF CALIFORNIA SAN FRANCISCO
via PATIENT-CENTERED OUTCOMES RES INST
Jul 2018
– May 2024
Implementing a Guidelines-Based M-Health Intervention for High Risk Asthma Patients
Role: Project Manager
Funding: ARKANSAS CHILDRENS RESEARCH INSTITUTE
via NATL INST OF HLTH NINR
Jun 2018
– Dec 2018
2018 Data Science in Health Informatics Summer Workshop
Role: Principal Investigator
Funding: *NORTHEASTERN UNIVERSITY OF CHINA
Dec 2017
– Aug 2018
The Mid-South CDRN
Role: Co-Investigator
Funding: VANDERBILT UNIVERSITY MEDICAL CENTER
via PATIENT-CENTERED OUTCOMES RES INST
Sep 2017
– Aug 2022
A Person-Centric Prediction Model of Job Loss based on Social Media Data and Linguistic and Linguistic Analytics
Role: Co-Project Director/Principal Investigator
Funding: NATL SCIENCE FOU
Nov 2016
– Oct 2017
Planning for congenital Zika syndrome surveillance in PCORnet and Sentinel
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Oct 2016
– Mar 2020
FL's Next Gen of Prescription Drug Related Surveillance: Data into Insights that Enhance PDMP Best Practices
Role: Co-Investigator
Funding: US DEPT OF JUSTICE
Sep 2016
– Jun 2021
Improving Patient Reported Outcome Data for Research through Seamless Integration of the PROMIS Toolkit into EHR Workflows
Role: Principal Investigator
Funding: NORTHWESTERN UNIV
via NATL INST OF HLTH NCATS
Aug 2016
– Dec 2021
Methods and Software for Lifecourse Epidemiology Data and Sample Size Analysis
Role: Co-Investigator
Funding: UNIV OF COLORADO DENVER & ANSCHUTZ MED
via NATL INST OF HLTH NIGMS
Feb 2015
– Oct 2023
UF Health Cancer Center Pilot Project Grants funded through the Florida Consortium of National Cancer Institute Centers Program
Role: Project Manager
Funding: UF HEALTH SHANDS HOSPITAL
Education
Ph.D. – Integrated Computing
2010
·
University of Arkansas at Little Rock
M.S. – Computer Science
2008
·
University of Arkansas at Little Rock
B.S. – Architectural Environment & Equipment Engineering
2005
·
Tongji University
Contact Details
Phones:
- Business:
- (352) 273-8878
Emails:
- Business:
- bianjiang@ufl.edu
Addresses:
- Business Mailing:
-
Po Box 100147
GAINESVILLE FL 32610 - Business Street:
-
1889 MUSEUM RD STE 7000 FL 7
Gainesville FL 32611