Individualized prediction of COVID-19 adverse outcomes with MLHO

por Estiri, Hossein, Strasser, Zachary H., Murphy, Shawn N.
Publicado 2021

Severity of COVID-19–Related Illness in Massachusetts, July 2021 to December 2022

por Azhir, Alaleh, Strasser, Zachary H., Murphy, Shawn N., Estiri, Hossein
Publicado 2023

Estimates of SARS-CoV-2 Omicron BA.2 Subvariant Severity in New England

por Strasser, Zachary H., Greifer, Noah, Hadavand, Aboozar, Murphy, Shawn N., Estiri, Hossein
Publicado 2022

Predicting COVID-19 mortality with electronic medical records

por Estiri, Hossein, Strasser, Zachary H., Klann, Jeffy G., Naseri, Pourandokht, Wagholikar, Kavishwar B., Murphy, Shawn N.
Publicado 2021

Evolving phenotypes of non-hospitalized patients that indicate long COVID

por Estiri, Hossein, Strasser, Zachary H., Brat, Gabriel A., Semenov, Yevgeniy R., Patel, Chirag J., Murphy, Shawn N.
Publicado 2021

An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes

por Estiri, Hossein, Strasser, Zachary H, Rashidian, Sina, Klann, Jeffrey G, Wagholikar, Kavishwar B, McCoy, Thomas H, Murphy, Shawn N
Publicado 2022

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations

por Estiri, Hossein, Strasser, Zachary H., Klann, Jeffery G., McCoy, Thomas H., Wagholikar, Kavishwar B., Vasey, Sebastien, Castro, Victor M., Murphy, MaryKate E., Murphy, Shawn N.
Publicado 2020

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

Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study

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

Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study

por Klann, Jeffrey G, Strasser, Zachary H, Hutch, Meghan R, Kennedy, Chris J, Marwaha, Jayson S, Morris, Michele, Samayamuthu, Malarkodi Jebathilagam, Pfaff, Ashley C, Estiri, Hossein, South, Andrew M, Weber, Griffin M, Yuan, William, Avillach, Paul, Wagholikar, Kavishwar B, Luo, Yuan, Omenn, Gilbert S, Visweswaran, Shyam, Holmes, John H, Xia, Zongqi, Brat, Gabriel A, Murphy, Shawn N
Publicado 2022

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