Predicting COVID-19 mortality with electronic medical records
Estiri, Hossein, Strasser, Zachary H, Klann, Jeffy G, Naseri, Pourandokht, Wagholikar, Kavishwar B, Murphy, Shawn N
Published in NPJ digital medicine (04.02.2021)
Published in NPJ digital medicine (04.02.2021)
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Journal Article
Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study
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
Published in Journal of medical Internet research (18.05.2022)
Published in Journal of medical Internet research (18.05.2022)
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Journal Article
Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations
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.
Published in Patterns (New York, N.Y.) (10.07.2020)
Published in Patterns (New York, N.Y.) (10.07.2020)
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Journal Article
A retrospective cohort analysis leveraging augmented intelligence to characterize long COVID in the electronic health record: A precision medicine framework
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
Published in PLOS digital health (01.07.2023)
Published in PLOS digital health (01.07.2023)
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Journal Article
High-throughput phenotyping with temporal sequences
Estiri, Hossein, Strasser, Zachary H, Murphy, Shawn N
Published in Journal of the American Medical Informatics Association : JAMIA (18.03.2021)
Published in Journal of the American Medical Informatics Association : JAMIA (18.03.2021)
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Journal Article
Estimates of SARS-CoV-2 Omicron BA.2 Subvariant Severity in New England
Strasser, Zachary H, Greifer, Noah, Hadavand, Aboozar, Murphy, Shawn N, Estiri, Hossein
Published in JAMA network open (03.10.2022)
Published in JAMA network open (03.10.2022)
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Journal Article
Association of GLP-1 Receptor Agonists with Chronic Obstructive Pulmonary Disease Exacerbations among Patients with Type 2 Diabetes
Foer, Dinah, Strasser, Zachary H, Cui, Jing, Cahill, Katherine N, Boyce, Joshua A, Murphy, Shawn N, Karlson, Elizabeth W
Published in American journal of respiratory and critical care medicine (15.11.2023)
Published in American journal of respiratory and critical care medicine (15.11.2023)
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Journal Article
An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes
Estiri, Hossein, Strasser, Zachary H, Rashidian, Sina, Klann, Jeffrey G, Wagholikar, Kavishwar B, McCoy, Thomas H, Murphy, Shawn N
Published in Journal of the American Medical Informatics Association : JAMIA (12.07.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (12.07.2022)
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Journal Article
Reply to Li et al
Foer, Dinah, Strasser, Zachary H, Cui, Jing, Cahill, Katherine N, Boyce, Joshua A, Murphy, Shawn N, Karlson, Elizabeth W
Published in American journal of respiratory and critical care medicine (15.12.2023)
Published in American journal of respiratory and critical care medicine (15.12.2023)
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Journal Article
Severity of COVID-19-Related Illness in Massachusetts, July 2021 to December 2022
Azhir, Alaleh, Strasser, Zachary H, Murphy, Shawn N, Estiri, Hossein
Published in JAMA network open (03.04.2023)
Published in JAMA network open (03.04.2023)
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Journal Article
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
Tan, Amelia L.M., Getzen, Emily J., Hutch, Meghan R., Strasser, Zachary H., Gutiérrez-Sacristán, Alba, Le, Trang T., Dagliati, Arianna, Morris, Michele, Hanauer, David A., Moal, Bertrand, Bonzel, Clara-Lea, Yuan, William, Chiudinelli, Lorenzo, Das, Priam, Zhang, Harrison G., Aronow, Bruce J., Avillach, Paul, Brat, Gabriel.A., Cai, Tianxi, Hong, Chuan, La Cava, William G., Hooi Will Loh, He, Luo, Yuan, Murphy, Shawn N., Yuan Hgiam, Kee, Omenn, Gilbert S., Patel, Lav P., Jebathilagam Samayamuthu, Malarkodi, Shriver, Emily R., Shakeri Hossein Abad, Zahra, Tan, Byorn W.L., Visweswaran, Shyam, Wang, Xuan, Weber, Griffin M., Xia, Zongqi, Verdy, Bertrand, Long, Qi, Mowery, Danielle L., Holmes, John H.
Published in Journal of biomedical informatics (01.03.2023)
Published in Journal of biomedical informatics (01.03.2023)
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Journal Article
A Daunting and Challenging Task to Prove the Effectiveness of Reducing Acute Exacerbation in COPD Patients with Type 2 Diabetes by GLP-1 Receptor Agonists
Li, Qiumeng, Chen, Yating, Jiang, Hang, Xi, Yue, Wang, Jiahe, Zhu, Xiaofeng, Lai, Jianxiong, Zhang, Nuofu, Zhao, Dongxing
Published in American journal of respiratory and critical care medicine (15.12.2023)
Published in American journal of respiratory and critical care medicine (15.12.2023)
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Journal Article
A Daunting and Challenging Task to Prove the Effectiveness of Reducing Acute Exacerbation in COPD Patients with Type 2 Diabetes by GLP-1 Receptor Agonists / Reply
Li, Qiumeng, Chen, Yating, Jiang, Hang, Xi, Yue, Wang, Jiahe, Zhu, Xiaofeng, Lai, Jianxiong, Zhang, Nuofu, Zhao, Dongxing, Foer, Dinah, Strasser, Zachary H, Cui, Jing, Cahill, Katherine N, Boyce, Joshua A, Murphy, Shawn N, Karlson, Elizabeth W
Published in American journal of respiratory and critical care medicine (15.12.2023)
Published in American journal of respiratory and critical care medicine (15.12.2023)
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Journal Article
Individualized Prediction of COVID-19 Adverse outcomes with MLHO
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Paper
Journal Article
Precision Phenotyping for Curating Research Cohorts of Patients with Post-Acute Sequelae of COVID-19 (PASC) as a Diagnosis of Exclusion
Azhir, Alaleh, Hügel, Jonas, Tian, Jiazi, Cheng, Jingya, Bassett, Ingrid V, Bell, Douglas S, Bernstam, Elmer V, Farhat, Maha R, Henderson, Darren W, Lau, Emily S, Morris, Michele, Semenov, Yevgeniy R, Triant, Virginia A, Visweswaran, Shyam, Strasser, Zachary H, Klann, Jeffrey G, Murphy, Shawn N, Estiri, Hossein
Published in medRxiv : the preprint server for health sciences (16.04.2024)
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Published in medRxiv : the preprint server for health sciences (16.04.2024)
Journal Article
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study
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
Published in medRxiv : the preprint server for health sciences (18.02.2022)
Published in medRxiv : the preprint server for health sciences (18.02.2022)
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Journal Article