Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach

por Kline, Adrienne, Kline, Theresa, Shakeri Hossein Abad, Zahra, Lee, Joon
Publicado 2020

Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk

por Shakeri Hossein Abad, Zahra, Butler, Gregory P, Thompson, Wendy, Lee, Joon
Publicado 2022

Physical Activity, Sedentary Behavior, and Sleep on Twitter: Multicountry and Fully Labeled Public Data Set for Digital Public Health Surveillance Research

por Shakeri Hossein Abad, Zahra, Butler, Gregory P, Thompson, Wendy, Lee, Joon
Publicado 2022

Digital public health surveillance: a systematic scoping review

por Shakeri Hossein Abad, Zahra, Kline, Adrienne, Sultana, Madeena, Noaeen, Mohammad, Nurmambetova, Elvira, Lucini, Filipe, Al-Jefri, Majed, Lee, Joon
Publicado 2021

A retrospective cohort analysis leveraging augmented intelligence to characterize long COVID in the electronic health record: A precision medicine framework

por Strasser, Zachary H., Dagliati, Arianna, Shakeri Hossein Abad, Zahra, Klann, Jeffrey G., Wagholikar, Kavishwar B., Mesa, Rebecca, Visweswaran, Shyam, Morris, Michele, Luo, Yuan, Henderson, Darren W., Samayamuthu, Malarkodi Jebathilagam, Omenn, Gilbert S., Xia, Zongqi, Holmes, John H., Estiri, Hossein, Murphy, Shawn N.
Publicado 2023

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients

por Zhang, Harrison G., Dagliati, Arianna, Shakeri Hossein Abad, Zahra, Xiong, Xin, Bonzel, Clara-Lea, Xia, Zongqi, Tan, Bryce W. Q., Avillach, Paul, Brat, Gabriel A., Hong, Chuan, Morris, Michele, Visweswaran, Shyam, Patel, Lav P., Gutiérrez-Sacristán, Alba, Hanauer, David A., Holmes, John H., Samayamuthu, Malarkodi Jebathilagam, Bourgeois, Florence T., L’Yi, Sehi, Maidlow, Sarah E., Moal, Bertrand, Murphy, Shawn N., Strasser, Zachary H., Neuraz, Antoine, Ngiam, Kee Yuan, Loh, Ne Hooi Will, Omenn, Gilbert S., Prunotto, Andrea, Dalvin, Lauren A., Klann, Jeffrey G., Schubert, Petra, Vidorreta, Fernando J. Sanz, Benoit, Vincent, Verdy, Guillaume, Kavuluru, Ramakanth, Estiri, Hossein, Luo, Yuan, Malovini, Alberto, Tibollo, Valentina, Bellazzi, Riccardo, Cho, Kelly, Ho, Yuk-Lam, Tan, Amelia L. M., Tan, Byorn W. L., Gehlenborg, Nils, Lozano-Zahonero, Sara, Jouhet, Vianney, Chiovato, Luca, Aronow, Bruce J., Toh, Emma M. S., Wong, Wei Gen Scott, Pizzimenti, Sara, Wagholikar, Kavishwar B., Bucalo, Mauro, Cai, Tianxi, South, Andrew M., Kohane, Isaac S., Weber, Griffin M.
Publicado 2022