| Toward using Twitter for tracking COVID-19: a natural language processing pipeline and exploratory data set AZ Klein, A Magge, K O'Connor, JI Flores Amaro, D Weissenbacher, ... Journal of medical Internet research 23 (1), e25314, 2021 | 97* | 2021 |
| Overview of the sixth social media mining for health applications (# smm4h) shared tasks at naacl 2021 A Magge, A Klein, A Miranda-Escalada, MA Al-Garadi, I Alimova, ... Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021 | 74 | 2021 |
| Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020 A Klein, I Alimova, I Flores, A Magge, Z Miftahutdinov, AL Minard, ... Proceedings of the fifth social media mining for health applications …, 2020 | 70 | 2020 |
| Deep neural networks ensemble for detecting medication mentions in tweets D Weissenbacher, A Sarker, A Klein, K O’Connor, A Magge, ... Journal of the American Medical Informatics Association 26 (12), 1618-1626, 2019 | 57 | 2019 |
| Detecting personal medication intake in Twitter: an annotated corpus and baseline classification system A Klein, A Sarker, M Rouhizadeh, K O’Connor, G Gonzalez BioNLP 2017, 136-142, 2017 | 57 | 2017 |
| Discovering cohorts of pregnant women from social media for safety surveillance and analysis A Sarker, P Chandrashekar, A Magge, H Cai, A Klein, G Gonzalez Journal of medical Internet research 19 (10), e361, 2017 | 56 | 2017 |
| Eliminative induction: A basis for arguing system confidence JB Goodenough, CB Weinstock, AZ Klein 2013 35th International Conference on Software Engineering (ICSE), 1161-1164, 2013 | 52 | 2013 |
| Toward a theory of assurance case confidence JB Goodenough, CB Weinstock, AZ Klein CARNEGIE-MELLON UNIV PITTSBURGH PA SOFTWARE ENGINEERING INST, 2012 | 51 | 2012 |
| Pharmacoepidemiologic evaluation of birth defects from health-related postings in social media during pregnancy S Golder, S Chiuve, D Weissenbacher, A Klein, K O’Connor, M Bland, ... Drug Safety 42, 389-400, 2019 | 46 | 2019 |
| Measuring assurance case confidence using Baconian probabilities CB Weinstock, JB Goodenough, AZ Klein 2013 1st international workshop on assurance cases for software-intensive …, 2013 | 44 | 2013 |
| Social media mining for birth defects research: a rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter AZ Klein, A Sarker, H Cai, D Weissenbacher, G Gonzalez-Hernandez Journal of biomedical informatics 87, 68-78, 2018 | 43 | 2018 |
| Overview of the seventh Social Media Mining for Health Applications (# SMM4H) shared tasks at COLING 2022 D Weissenbacher, J Banda, V Davydova, DE Zavala, LG Sánchez, Y Ge, ... Proceedings of The Seventh Workshop on Social Media Mining for Health …, 2022 | 42 | 2022 |
| An interpretable natural language processing system for written medical examination assessment A Sarker, AZ Klein, J Mee, P Harik, G Gonzalez-Hernandez Journal of biomedical informatics 98, 103268, 2019 | 38 | 2019 |
| Eliminative argumentation: A basis for arguing confidence in system properties JB Goodenough, CB Weinstock, AZ Klein Software Engineering Institute, Carnegie Mellon University, Pittsburgh, PA …, 2015 | 36 | 2015 |
| A natural language processing pipeline to advance the use of Twitter data for digital epidemiology of adverse pregnancy outcomes AZ Klein, H Cai, D Weissenbacher, LD Levine, G Gonzalez-Hernandez Journal of Biomedical Informatics 112, 100076, 2020 | 22 | 2020 |
| Adolescent perceptions of menstruation on Twitter: Opportunities for advocacy and education SH Davies, MD Langer, A Klein, G Gonzalez-Hernandez, N Dowshen Journal of Adolescent Health 71 (1), 94-104, 2022 | 20 | 2022 |
| A chronological and geographical analysis of personal reports of COVID-19 on Twitter from the UK S Golder, AZ Klein, A Magge, K O’Connor, H Cai, D Weissenbacher, ... Digital Health 8, 20552076221097508, 2022 | 20* | 2022 |
| ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets AZ Klein, A Magge, G Gonzalez-Hernandez PloS one 17 (1), e0262087, 2022 | 19 | 2022 |
| Towards automatic bot detection in Twitter for health-related tasks A Davoudi, AZ Klein, A Sarker, G Gonzalez-Hernandez AMIA Summits on Translational Science Proceedings 2020, 136, 2020 | 19 | 2020 |
| Towards scaling Twitter for digital epidemiology of birth defects AZ Klein, A Sarker, D Weissenbacher, G Gonzalez-Hernandez NPJ digital medicine 2 (1), 96, 2019 | 19* | 2019 |
