Enabling realistic health data re-identification risk assessment through adversarial modeling W Xia, Y Liu, Z Wan, Y Vorobeychik, M Kantacioglu, S Nyemba, ... Journal of the American Medical Informatics Association 28 (4), 744-752, 2021 | 33 | 2021 |
Using game theory to thwart multistage privacy intrusions when sharing data Z Wan, Y Vorobeychik, W Xia, Y Liu, M Wooders, J Guo, Z Yin, ... Science Advances 7 (50), eabe9986, 2021 | 18 | 2021 |
Data augmentation for low-resource dialogue summarization Y Liu, J Maynez, G Simões, S Narayan Findings of the Association for Computational Linguistics: NAACL 2022, 703-710, 2022 | 17 | 2022 |
The Public perception of the# GeneEditedBabies event across multiple social media platforms: observational study C Ni, Z Wan, C Yan, Y Liu, EW Clayton, B Malin, Z Yin Journal of Medical Internet Research 24 (3), e31687, 2022 | 15 | 2022 |
Examining rural and urban sentiment difference in COVID-19–related topics on twitter: word embedding–based retrospective study Y Liu, Z Yin, C Ni, C Yan, Z Wan, B Malin Journal of medical Internet research 25, e42985, 2023 | 14 | 2023 |
Biomedical research cohort membership disclosure on social media Y Liu, C Yan, Z Yin, Z Wan, W Xia, M Kantarcioglu, Y Vorobeychik, ... AMIA annual symposium proceedings 2019, 607, 2020 | 13 | 2020 |
Managing re-identification risks while providing access to the All of Us research program W Xia, M Basford, R Carroll, EW Clayton, P Harris, M Kantacioglu, Y Liu, ... Journal of the American Medical Informatics Association 30 (5), 907-914, 2023 | 10 | 2023 |
It’s all in the timing: calibrating temporal penalties for biomedical data sharing W Xia, Z Wan, Z Yin, J Gaupp, Y Liu, EW Clayton, M Kantarcioglu, ... Journal of the American Medical Informatics Association 25 (1), 25-31, 2018 | 9 | 2018 |
Detecting the presence of an individual in phenotypic summary data Y Liu, Z Wan, W Xia, M Kantarcioglu, Y Vorobeychik, EW Clayton, A Kho, ... AMIA Annual Symposium Proceedings 2018, 760, 2018 | 8 | 2018 |
Contribution of free-text comments to the burden of documentation: assessment and analysis of vital sign comments in flowsheets Z Yin, Y Liu, AB McCoy, BA Malin, PR Sengstack Journal of medical Internet research 23 (3), e22806, 2021 | 6 | 2021 |
De-identifying socioeconomic data at the census tract level for medical research through constraint-based clustering Y Liu, D Conway, Z Wan, M Kantarcioglu, Y Vorobeychik, BA Malin AMIA Annual Symposium Proceedings 2021, 793, 2022 | 5 | 2022 |
Implicit incentives among Reddit users to prioritize attention over privacy and reveal their faces when discussing direct-to-consumer genetic test results: topic and attention … Y Liu, Z Yin, Z Wan, C Yan, W Xia, C Ni, EW Clayton, Y Vorobeychik, ... JMIR infodemiology 2 (2), e35702, 2022 | 2 | 2022 |
Understanding Public Perception of Societal Concerns Using Social Media Platforms Y Liu Vanderbilt University, 2022 | | 2022 |
Prioritizing Attention over Privacy: Analysis of Face Image Posting Behavior in Online Direct-to-Consumer Genetic Testing Forum Y Liu, Z Yin, Z Wan, C Yan, W Xia, C Ni, EW Clayton, Y Vorobeychik, ... | | |