2023

publication image

Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M. Krumholz, Jure Leskovec, Eric J. Topol & Pranav Rajpurkar Foundation models for generalist medical artificial intelligence. Nature 616, 259–265, 2023.

publication image

Sameer Sundrani, Julie Chen, Boyang Tom Jin, Zahra Shakeri Hossein Abad, Pranav Rajpurkar & David Kim Predicting patient decompensation from continuous physiologic monitoring in the emergency department. Nature Digital Medecine; 5, 60, 2023.

publication image

Esther Annan, Moeen Hamid Bukhari, Jesús Treviño, Zahra Shakeri Hossein Abad, Jailos Lubinda, Eduardo A.B. da Silva, Ubydul Haque The ecological determinants of severe dengue: A Bayesian inferential model. Ecological Informaticse; 74:101986, 2023.


2022

publication image

Harrison G. Zhang, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce W. Q. Tan, Paul Avillach, Gabriel A. Brat, et al. International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. Nature Digital Medecine; 5, 81, 2022.

GitHub PDF

publication image

Feiyang Yu, Mark Endo, Rayan Krishnan, Ian Pan, Andy Tsai, Eduardo Pontes Reis, Eduardo Kaiser Ururahy Nunes Fonseca, Henrique Min Ho Lee, Zahra Shakeri Hossein Abad, Andrew Y. Ng, Curtis P. Langlotz, Vasantha Kumar Venugopal, Pranav Rajpurkar Evaluating progress in automatic chest X-Ray radiology report generation. medRxiv [Preprint], 2022.

PDF

publication image

Meghan R. Hutch, Jiyeon Son, Trang T. Le, Chuan Hong, Xuan Wang, Shakeri Hossein Abad, Z, Michele Morris, et al. Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study. SSRN [Preprint], 2022.

PDF

publication image

Zahra Shakeri Hossein Abad, Gregory P Butler, Wendy Thompson, Joon Lee. Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk. Journal of medical Internet research; 24(1):e28749, 2022.

GitHub PDF

publication image

Zahra Shakeri Hossein Abad, Gregory P Butler, Wendy Thompson, Joon Lee. Physical activity, sedentary behavior, and sleep on Twitter: multicountry and fully labeled public dataset for digital public health surveillance research. JMIR Public Health Surveill;8(2):e32355, 2022.

GitHub PDF Open Data


2021

publication image

Zahra Shakeri Hossein Abad, Adrienne Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe Lucini, Majed Al-Jefri, Joon Lee. Digital public health surveillance: a systematic scoping review. npj Digital Medicine. 4, 41, 2021.

PDF Materials

publication image

Zahra Shakeri Hossein Abad, Joon Lee. Detecting uncertainty of mortality prediction using confident learning. 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). pp. 1719-1722. IEEE, 2021.


2020

publication image

Zahra Shakeri Hossein Abad, David M. Maslove, Joon Lee. Predicting discharge destination of critically ill patients using machine learning. IEEE journal of biomedical and health informatics; 25.3: 827-837, 2020.

publication image

Adrienne Kline, Theresa Kline, Zahra Shakeri Hossein Abad, Joon Lee. Using item response theory for explainable machine learning in predicting mortality in the intensive care unit: Case-Based approach. Journal of Medical Internet Research, 22(9), p.e20268, 2020.

PDF