DQ(e)-v: A Database-Agnostic Framework for Exploring Variability in Electronic Health Record Data Across Time and Site Location

por Estiri, Hossein, Stephens, Kari
Publicado 2017

Generative transfer learning for measuring plausibility of EHR diagnosis records

por Estiri, Hossein, Vasey, Sebastien, Murphy, Shawn N
Publicado 2020

A clustering approach for detecting implausible observation values in electronic health records data

por Estiri, Hossein, Klann, Jeffrey G., Murphy, Shawn N.
Publicado 2019

Informatics can help providers incorporate context into care

por Estiri, Hossein, Patel, Chirag J, Murphy, Shawn N
Publicado 2018

Individualized prediction of COVID-19 adverse outcomes with MLHO

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

Applying a Participatory Design Approach to Define Objectives and Properties of a “Data Profiling” Tool for Electronic Health Data

por Estiri, Hossein, Lovins, Terri, Afzalan, Nader, Stephens, Kari A.
Publicado 2016

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

Examining Researcher Needs and Barriers for using Electronic Health Data for Translational Research

por Stephens, Kari A., Lee, E. Sally, Estiri, Hossein, Jung, Hyunggu
Publicado 2015

Polar labeling: silver standard algorithm for training disease classifiers

por Wagholikar, Kavishwar B, Estiri, Hossein, Murphy, Marykate, Murphy, Shawn N
Publicado 2020

Exploring completeness in clinical data research networks with DQ(e)-c

por Estiri, Hossein, Stephens, Kari A, Klann, Jeffrey G, Murphy, Shawn N
Publicado 2017

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

Extracting Electronic Health Record Data in a Practice-Based Research Network: Processes to Support Translational Research across Diverse Practice Organizations

por Cole, Allison M., Stephens, Kari A., Keppel, Gina A., Estiri, Hossein, Baldwin, Laura-Mae
Publicado 2016

Temporal characterization of Alzheimer's Disease with sequences of clinical records

por Estiri, Hossein, Azhir, Alaleh, Blacker, Deborah L., Ritchie, Christine S., Patel, Chirag J., Murphy, Shawn N.
Publicado 2023

Visualizing Anomalies in Electronic Health Record Data: The Variability Explorer Tool

por Estiri, Hossein, Chan, Ya-Fen, Baldwin, Laura-Mae, Jung, Hyunggu, Cole, Allison, Stephens, Kari A.
Publicado 2015

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

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud

por Raisaro, Jean Louis, Klann, Jeffrey G, Wagholikar, Kavishwar B, Estiri, Hossein, Hubaux, Jean-Pierre, Murphy, Shawn N
Publicado 2018

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

A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation

por Klann, Jeffrey G, Henderson, Darren W, Morris, Michele, Estiri, Hossein, Weber, Griffin M, Visweswaran, Shyam, Murphy, Shawn N
Publicado 2023

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

Reply to: “COVID-19 vaccination in IMID patients receiving rituximab: A personalized regimen should be formulated”

por Pahalyants, Vartan, Murphy, William S., Klebanov, Nikolai, Lu, Chen, Theodosakis, Nicholas, Klevens, Monina R., Estiri, Hossein, Lilly, Evelyn, Asgari, Maryam, Semenov, Yevgeniy R.
Publicado 2022