| A Scalable Framework to Detect Personal Health Mentions on Twitter Z Yin, D Fabbri, ST Rosenbloom, B Malin Journal of Medical Internet Research 17 (6), e138, 2015 | 89 | 2015 |
| A Systematic Literature Review of Machine Learning in Online Personal Health Data Z Yin, L Sulieman, B Malin Journal of the American Medical Informatics Association 26 (6), 561-576, 2019 | 84 | 2019 |
| Artificial intelligence in health: new opportunities, challenges, and practical implications AYS Lau, P Staccini Yearbook of medical informatics 28 (01), 174-178, 2019 | 59 | 2019 |
| The Therapy is Making Me Sick: How Online Portal Communications Between Breast Cancer Patients and Physicians Indicate Medication Discontinuation Z Yin, M Harrell, JL Warner, Q Chen, D Fabbri, BA Malin Journal of the American Medical Informatics Association 25 (11), 1444-1451, 2018 | 42 | 2018 |
| Understanding Weight Loss via Online Discussions: Content Analysis of Reddit Posts Using Topic Modeling and Word Clustering Techniques Y Liu, Z Yin Journal of Medical Internet Research 22 (6), e13745, 2020 | 33 | 2020 |
| Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions Z Yin, L Song, E Clayton, B Malin PLOS ONE 15 (09), e0238644, 2020 | 21 | 2020 |
| The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum Z Yin, B Malin, J Warner, PY Hsueh, CH Chen Proceedings of the Eleventh International AAAI Conference on Web and Social …, 2017 | 20 | 2017 |
| Mining Twitter as a First Step Toward Assessing the Adequacy of Gender Identification Terms on Intake Forms A Hicks, WR Hogan, M Rutherford, B Malin, M Xie, C Fellbaum, Z Yin, ... AMIA Annual Symposium Proceedings 2015 (2015), 611-620, 2015 | 20 | 2015 |
| 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 | 16 | 2021 |
| 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 |
| # PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information Z Yin, Y Chen, D Fabbri, J Sun, B Malin Proceedings of the Tenth International AAAI Conference on Web and Social …, 2016 | 14 | 2016 |
| 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 Proceeding 2019 2019 (2019), 607–616, 2020 | 13 | 2020 |
| The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study C Ni, Z Wan, C Yan, Y Liu, EW Clayton, BA Malin, Z Yin Journal of Medical Internet Research 24 (3), e31687, 2022 | 12 | 2022 |
| “Rough Day … Need a Hug”: Learning Challenges and Experiences of the Alzheimer’s Disease and Related Dementia Caregivers on Reddit C Ni, B Malin, L Song, A Jefferson, P Commiskey, Z Yin The 16th International AAAI Conference on Web and Social Media, 2022 | 11 | 2022 |
| Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease L Sulieman, Z Yin, M Bradley AMIA Annual Symposium Proceeding 2019 2019 (2019), 828–837, 2020 | 11 | 2020 |
| Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community Z Yin, W Xie, BA Malin AMIA Annual Symposium Proceedings 2017 (2017), 1868-1877, 2018 | 10 | 2018 |
| Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics Z Li, C Yan, X Zhang, G Gharibi, Z Yin, X Jiang, BA Malin AMIA Annual Symposium Proceedings 2023, 1047, 2023 | 9 | 2023 |
| Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic JT Brown, C Yan, W Xia, Z Yin, Z Wan, A Gkoulalas-Divanis, ... Journal of the American Medical Informatics Association 29 (5), 853-863, 2022 | 9 | 2022 |
| Electronic Health Record Phenotypes Associated With Genetically Regulated Expression of CFTR and Application to Cystic Fibrosis X Zhong, Z Yin, G Jia, D Zhou, Q Wei, A Faucon, P Evans, ER Gamazon, ... Genetics in Medicine 20, 1191–1200, 2020 | 9 | 2020 |
| 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, 2017 | 9 | 2017 |
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
