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ORCIDYi Guo 0005
Person information
- affiliation: University of Florida, Department of Health Outcomes & Biomedical Informatics, Gainesville, FL, USA
- affiliation (PhD 2009): Ohio State University, Columbus, OH, USA
Other persons with the same name
- Yi Guo (aka: Guo Yi) — disambiguation page
- Yi Guo 0001
![[0000-0002-8050-5388]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-8050-5388")
— Western Sydney University, School of Computing, Engineering and Mathematics, Parramatta, NSW, Australia (and 2 more) - Yi Guo 0002 — Fudan University, Department of Electronic Engineering, Shanghai, China
- Yi Guo 0003 — Kernel, Venice, CA, USA (and 2 more)
- Yi Guo 0004 — Stevens Institute of Technology, Hoboken, NJ, USA (and 3 more)
- Yi Guo 0006 — ETH Zürich, Department of Information Technology and Electrical Engineering, Power Systems Laboratory, Zurich, Switzerland (and 1 more)
- Yi Guo 0007 — Jinan University, Second Clinical Medical College, Department of Neurology, Shenzhen, China (and 2 more)
- Yi Guo 0008 — Shanghai Jiao Tong University, Department of Automation, Shanghai, China (and 1 more)
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2020 – today
- 2024
[j24]Aokun Chen, Yunpeng Zhao, Yi Zheng, Hui Hu, Xia Hu, Jennifer N. Fishe, William R. Hogan, Elizabeth A. Shenkman, Yi Guo, Jiang Bian:
Exploring the Relation between Contextual Social Determinants of Health and COVID-19 Occurrence and Hospitalization. Informatics 11: 4 (2024)- [j23]Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. J. Biomed. Informatics 153: 104642 (2024) - [j22]Shuang Yang, Xi Yang, Tianchen Lyu, James L. Huang, Aokun Chen, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yonghui Wu, Yi Guo, Jiang Bian:
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models. J. Heal. Informatics Res. 8(3): 463-477 (2024) - [c32]Zhe He, Yi Guo, Jiang Bian:
Message from the General Chairs; ICHI 2024. ICHI 2024: xxii - [i10]Aokun Chen, Qian Li, Yu Huang, Yongqiu Li, Yu-Neng Chuang, Xia Hu, Serena Guo, Yonghui Wu, Yi Guo, Jiang Bian:
Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data. CoRR abs/2402.15515 (2024) - [i9]Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed, Yi Guo, Thomas J. George, Jiang Bian, Yonghui Wu:
Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure. CoRR abs/2403.11425 (2024) - 2023
- [j21]Zhaoyi Chen, Hansi Zhang, Xi Yang, Songzi Wu, Xing He, Jie Xu, Jingchuan Guo, Mattia Prosperi, Fei Wang, Hua Xu, Yong Chen, Hui Hu, Steven DeKosky, Matthew Farrer, Yi Guo, Yonghui Wu, Jiang Bian:
Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer's disease and related dementias. Int. J. Medical Informatics 170: 104973 (2023) - [j20]Zhaoyi Chen, Yuchen Yang, Dazheng Zhang, Jingchuan Guo, Yi Guo, Xia Hu, Yong Chen, Jiang Bian:
Predicting the Risk of Alzheimer's Disease and Related Dementia in Patients with Mild Cognitive Impairment Using a Semi-Competing Risk Approach. Informatics 10(2): 46 (2023) - [j19]Piaopiao Li, Tianchen Lyu, Khalid Alkhuzam, Eliot Spector, William T. Donahoo, Sarah Bost, Yonghui Wu, William R. Hogan, Mattia Prosperi, Desmond A. Schatz, Mark A Atkinson, Michael J. Haller, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Hui Shao:
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records. J. Am. Medical Informatics Assoc. 31(1): 165-173 (2023) - [j18]Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu:
Contextualized medication information extraction using Transformer-based deep learning architectures. J. Biomed. Informatics 142: 104370 (2023) - [j17]Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Yonghui Wu:
A study of generative large language model for medical research and healthcare. npj Digit. Medicine 6 (2023) - [c31]Aokun Chen, Qian Li, Elizabeth Shenkman, Yonghui Wu, Yi Guo, Jiang Bian:
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients. ICHI 2023: 756-759 - [c30]Zheng Feng, Zhaoyi Chen, Yi Guo, Mattia Prosperi, Hiren J. Mehta, Dejana Braithwaite, Yonghui Wu, Jiang Bian:
Real-World Effectiveness of Lung Cancer Screening Using Deep Learning-Based Counterfactual Prediction. MedInfo 2023: 419-423 - [i8]Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu:
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures. CoRR abs/2303.08259 (2023) - [i7]Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth Shenkman, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Generative Large Language Model for Medical Research and Healthcare. CoRR abs/2305.13523 (2023) - 2022
- [j16]Yunpeng Zhao, Xing He, Zheng Feng, Sarah Bost, Mattia Prosperi, Yonghui Wu, Yi Guo, Jiang Bian:
Biases in using social media data for public health surveillance: A scoping review. Int. J. Medical Informatics 164: 104804 (2022) - [j15]Hansi Zhang, Tianchen Lyu, Pengfei Yin, Sarah Bost, Xing He, Yi Guo, Mattia Prosperi, William R. Hogan, Jiang Bian:
A scoping review of semantic integration of health data and information. Int. J. Medical Informatics 165: 104834 (2022) - [c29]Aokun Chen, Qian Li, Xing He, Michael Jaffee, William R. Hogan, Fei Wang, Yi Guo, Jiang Bian:
Impacts of Eligibility Criteria on Trial Participants' Age in Alzheimer's Disease Clinical Trials. AMIA 2022 - [c28]Shuang Yang, Xi Yang, Tianchen Lyu, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yi Guo, Yonghui Wu, Jiang Bian:
A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing. ICHI 2022: 618-619 - [i6]Zehao Yu, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. CoRR abs/2212.03000 (2022) - 2021
- [j14]Shantanu Ghosh, Jiang Bian, Yi Guo, Mattia Prosperi:
Deep propensity network using a sparse autoencoder for estimation of treatment effects. J. Am. Medical Informatics Assoc. 28(6): 1197-1206 (2021) - [j13]Yi Guo, Yahan Zhang, Tianchen Lyu, Mattia Prosperi, Fei Wang, Hua Xu, Jiang Bian:
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review. J. Am. Medical Informatics Assoc. 28(9): 2050-2067 (2021) - [j12]Mattia Prosperi, Yi Guo, Jiang Bian:
Bagged random causal networks for interventional queries on observational biomedical datasets. J. Biomed. Informatics 115: 103689 (2021) - [j11]Zhaoyi Chen, Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan, Zhe He, Elizabeth A. Shenkman, Fei Wang, Jiang Bian:
Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer's disease. npj Digit. Medicine 4 (2021) - [c27]Qian Li, Hansi Zhang, Zhaoyi Chen, Yi Guo, Thomas J. George, Yong Chen, Fei Wang, Jiang Bian:
Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes. AMIA 2021 - [c26]Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. AMIA 2021 - [c25]Yunpeng Zhao, Pengfei Yin, Yongqiu Li, Xing He, Jingcheng Du, Cui Tao, Yi Guo, Mattia Prosperi, Pierangelo Veltri, Xi Yang, Yonghui Wu, Jiang Bian:
Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets. AMIA 2021 - [c24]Shubo Tian, Arslan Erdengasileng, Xi Yang, Yi Guo, Yonghui Wu, Jinfeng Zhang, Jiang Bian, Zhe He:
Transformer-based named entity recognition for parsing clinical trial eligibility criteria. BCB 2021: 49:1-49:6 - [i5]Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu:
Clinical Relation Extraction Using Transformer-based Models. CoRR abs/2107.08957 (2021) - [i4]Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. CoRR abs/2108.04949 (2021) - 2020
- [j10]Yi Guo, Jiang Bian, François Modave, Qian Li, Thomas J. George, Mattia Prosperi, Elizabeth Shenkman:
Assessing the effect of data integration on predictive ability of cancer survival models. Health Informatics J. 26(1) (2020) - [j9]Yunpeng Zhao, Yi Guo, Xing He, Yonghui Wu, Xi Yang, Mattia Prosperi, Yanghua Jin, Jiang Bian:
Assessing mental health signals among sexual and gender minorities using Twitter data. Health Informatics J. 26(2): 765-786 (2020) - [j8]Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian:
Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States. J. Am. Medical Informatics Assoc. 27(2): 225-235 (2020) - [j7]Jiang Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan:
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data. J. Am. Medical Informatics Assoc. 27(12): 1999-2010 (2020) - [j6]Hansi Zhang, Yi Guo, Mattia Prosperi, Jiang Bian:
An ontology-based documentation of data discovery and integration process in cancer outcomes research. BMC Medical Informatics Decis. Mak. 20-S(4): 292 (2020) - [j5]Mattia Prosperi, Yi Guo, Matthew Sperrin, James S. Koopman, Jae S. Min, Xing He, Shannan N. Rich, Mo Wang, Iain E. Buchan, Jiang Bian:
Causal inference and counterfactual prediction in machine learning for actionable healthcare. Nat. Mach. Intell. 2(7): 369-375 (2020) - [c23]Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian:
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. AMIA 2020 - [c22]Qian Li, Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian:
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil. AMIA 2020 - [c21]Xi Yang, Hanyuan Yang, Tianchen Lyu, Shuang Yang, Yi Guo, Jiang Bian, Hua Xu, Yonghui Wu:
A Natural Language Processing Tool to Extract Quantitative Smoking Status from Clinical Narratives. ICHI 2020: 1-2 - [c20]Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Le Zhou, Jiang Bian:
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets. IEA/AIE 2020: 333-344 - [i3]Yunpeng Zhao, Mattia Prosperi, Tianchen Lyu, Yi Guo, Jiang Bian:
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets. CoRR abs/2003.12139 (2020)
2010 – 2019
- 2019
- [j4]Xing He, Rui Zhang, Rubina F. Rizvi, Jake Vasilakes, Xi Yang, Yi Guo, Zhe He, Mattia Prosperi, Jinhai Huo, Jordan Alpert, Jiang Bian:
ALOHA: developing an interactive graph-based visualization for dietary supplement knowledge graph through user-centered design. BMC Medical Informatics Decis. Mak. 19-S(4): 150:1-150:18 (2019) - [c19]Qian Li, Zhe He, Yi Guo, Hansi Zhang, Thomas J. George, William R. Hogan, Neil Charness, Jiang Bian:
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. AMIA 2019 - [c18]Xing He, Hansi Zhang, Xi Yang, Yi Guo, Jiang Bian:
STAT: A Web-based Semantic Text Annotation Tool to Assist Building Mental Health Knowledge Base. ICHI 2019: 1-4 - [c17]François Modave, Yunpeng Zhao, Janice L. Krieger, Zhe He, Yi Guo, Jinhai Huo, Mattia Prosperi, Jiang Bian:
Understanding Perceptions and Attitudes in Breast Cancer Discussions on Twitter. MedInfo 2019: 1293-1297 - [c16]Yunpeng Zhao, Jinhai Huo, Mattia Prosperi, Yi Guo, Yongqiu Li, Jiang Bian:
Exploring Lung Cancer Screening Discussions on Twitter. MedInfo 2019: 2011-2012 - [c15]Hansi Zhang, Yi Guo, Jiang Bian:
Ontology for Documentation of Variable and Data Source Selection Process to Support Integrative Data Analysis in Cancer Outcomes Research. SEPDA@ISWC 2019: 63-67 - [i2]François Modave, Yunpeng Zhao, Janice L. Krieger, Zhe He, Yi Guo, Jinhai Huo, Mattia Prosperi, Jiang Bian:
Understanding Perceptions and Attitudes in Breast Cancer Discussions on Twitter. CoRR abs/1905.12469 (2019) - [i1]Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian:
Mining Twitter to Assess the Determinants of Health Behavior towards Human Papillomavirus Vaccination in the United States. CoRR abs/1907.11624 (2019) - 2018
- [j3]Juan Antonio Lossio-Ventura, William R. Hogan, François Modave, Yi Guo, Zhe He, Xi Yang, Hansi Zhang, Jiang Bian:
OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system. BMC Medical Informatics Decis. Mak. 18(S-2): 115-127 (2018) - [j2]Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth Shenkman, François Modave, Jiang Bian:
An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival. BMC Medical Informatics Decis. Mak. 18(S-2): 129-147 (2018) - [c14]Yonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan:
Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. AMIA 2018 - [c13]Hansi Zhang, Zhe He, Xing He, Yi Guo, David R. Nelson, François Modave, Yonghui Wu, William R. Hogan, Mattia Prosperi, Jiang Bian:
Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. AMIA 2018 - [c12]Xing He, Rui Zhang, Rubina F. Rizvi, Jake Vasilakes, Xi Yang, Yi Guo, Zhe He, Mattia Prosperi, Jiang Bian:
Prototyping an Interactive Visualization of Dietary Supplement Knowledge Graph. BIBM 2018: 1649-1652 - [c11]Yunpeng Zhao, Yi Guo, Xing He, Jinhai Huo, Yonghui Wu, Xi Yang, Jiang Bian:
Assessing Mental Health Signals Among Sexual and Gender Minorities using Twitter Data. ICHI Workshops 2018: 51-52 - 2017
- [j1]Jiawei Yuan, Bradley A. Malin, François Modave, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian:
Towards a privacy preserving cohort discovery framework for clinical research networks. J. Biomed. Informatics 66: 42-51 (2017) - [c10]Zhe He, Arturo Gonzalez-Izquierdo, Spiros C. Denaxas, Andrei Sura, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian:
Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus. AMIA 2017 - [c9]Jiang Bian, Andrei Sura, Gloria P. Lipori, Yi Guo, François Modave, Zhe He, Elizabeth Shenkman, William R. Hogan:
Implementing a Hash-based Privacy-Preserving Entity Resolution Tool in the OneFlorida Clinical Data Research Network. AMIA 2017 - [c8]Juan Antonio Lossio-Ventura, William R. Hogan, François Modave, Amanda Hicks, Yi Guo, Zhe He, Mirela Vasconcelos, Jiang Bian:
Building an Obesity and Cancer Semantic Web Knowledge Base. AMIA 2017 - [c7]Hansi Zhang, Yunpeng Zhao, Christopher Wheldon, Xinsong Du, Terrell Brown, Yi Guo, Stephanie Staras, Jingcheng Du, Cui Tao, Jiang Bian:
A Twitter Study of the Relationship between the Geographic Variations of HPV Vaccination Rates and Online Information in the United States. AMIA 2017 - [c6]Juan Antonio Lossio-Ventura, William R. Hogan, François Modave, Yi Guo, Zhe He, Amanda Hicks, Jiang Bian:
OC-2-KB: A software pipeline to build an evidence-based obesity and cancer knowledge base. BIBM 2017: 1284-1287 - [c5]Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth A. Shenkman, Jiang Bian:
Data integration through ontology-based data access to support integrative data analysis: A case study of cancer survival. BIBM 2017: 1300-1303 - [c4]Dharani K. Balasubramanian, Jamillah Z. Khan, Jiang Bian, Yi Guo, William R. Hogan, Amanda Hicks:
Ontology of Cancer Related Social-Ecological Variables. ICBO 2017 - [c3]Tianyao Huo, Thomas J. George Jr., Yi Guo, Zhe He, Mattia Prosperi, François Modave, Jiang Bian:
Explore Care Pathways of Colorectal Cancer Patients with Social Network Analysis. MedInfo 2017: 1270 - 2016
- [c2]Juan Antonio Lossio-Ventura, William R. Hogan, François Modave, Amanda Hicks, Josh Hanna, Yi Guo, Zhe He, Jiang Bian:
Towards an obesity-cancer knowledge base: Biomedical entity identification and relation detection. BIBM 2016: 1081-1088 - [c1]Cilia E. Zayas, Zhe He, Jiawei Yuan, Mildred Maldonado-Molina, William R. Hogan, François Modave, Yi Guo, Jiang Bian:
Examining Healthcare Utilization Patterns of Elderly and Middle-Aged Adults in the United States. FLAIRS 2016: 361-367
Coauthor Index
[j24] [j23] [j22] [c32] [i10] [i9] [j21] [j20] [j19] [j18] [j17] [c31] [c30] [i8] [i7] [j16] [j15] [c29] [c28] [i6] [j14] [j13] [j12] [j11] [c27] [c26] [c25] [c24] [i5] [i4] [j10] [j9] [j8] [j7] [j6] [j5] [c23] [c22] [c21] [c20] [i3] [j4] [c19] [c18] [c17] [c16] [c15] [i2] [i1] [j3] [j2] [c14] [c13] [c12] [c11] [j1] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Thomas J. George
aka: Thomas J. George Jr.
aka: Thomas J. George Jr.
Elizabeth Shenkman
aka: Elizabeth A. Shenkman
aka: Elizabeth A. Shenkman
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