An intelligent listening framework for capturing encounter notes from a doctor-patient dialog

por Klann, Jeffrey G, Szolovits, Peter
Publicado 2009

Computing Health Quality Measures Using Informatics for Integrating Biology and the Bedside

por Klann, Jeffrey G, Murphy, Shawn N
Publicado 2013

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

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

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

Data model harmonization for the All Of Us Research Program: Transforming i2b2 data into the OMOP common data model

por Klann, Jeffrey G., Joss, Matthew A. H., Embree, Kevin, Murphy, Shawn N.
Publicado 2019

Data interchange using i2b2

por Klann, Jeffrey G, Abend, Aaron, Raghavan, Vijay A, Mandl, Kenneth D, Murphy, Shawn N
Publicado 2016

A numerical similarity approach for using retired Current Procedural Terminology (CPT) codes for electronic phenotyping in the Scalable Collaborative Infrastructure for a Learning...

por Klann, Jeffrey G., Phillips, Lori C., Turchin, Alexander, Weiler, Sarah, Mandl, Kenneth D., Murphy, Shawn N.
Publicado 2015

Health Care Transformation Through Collaboration on Open-Source Informatics Projects: Integrating a Medical Applications Platform, Research Data Repository, and Patient Summarizati...

por Klann, Jeffrey G, McCoy, Allison B, Wright, Adam, Wattanasin, Nich, Sittig, Dean F, Murphy, Shawn N
Publicado 2013

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

The Ad-Hoc Uncertainty Principle of Patient Privacy

por Klann, Jeffrey G., Joss, Matthew, Shirali, Rohan, Natter, Marc, Schneeweiss, Sebastian, Mandl, Kenneth D., Murphy, Shawn N.
Publicado 2018

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

Query Health: standards-based, cross-platform population health surveillance

por Klann, Jeffrey G, Buck, Michael D, Brown, Jeffrey, Hadley, Marc, Elmore, Richard, Weber, Griffin M, Murphy, Shawn N
Publicado 2014

Web services for data warehouses: OMOP and PCORnet on i2b2

por Klann, Jeffrey G, Phillips, Lori C, Herrick, Christopher, Joss, Matthew A H, Wagholikar, Kavishwar B, Murphy, Shawn N
Publicado 2018

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

Claims‐Based Algorithms for Identifying Patients With Pulmonary Hypertension: A Comparison of Decision Rules and Machine‐Learning Approaches

por Ong, Mei‐Sing, Klann, Jeffrey G., Lin, Kueiyu Joshua, Maron, Bradley A., Murphy, Shawn N., Natter, Marc D., Mandl, Kenneth D.
Publicado 2020

Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual fr...

por Rossetti, Sarah Collins, Knaplund, Chris, Albers, Dave, Dykes, Patricia C, Kang, Min Jeoung, Korach, Tom Z, Zhou, Li, Schnock, Kumiko, Garcia, Jose, Schwartz, Jessica, Fu, Li-Heng, Klann, Jeffrey G, Lowenthal, Graham, Cato, Kenrick
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

A federated EHR network data completeness tracking system

por Estiri, Hossein, Klann, Jeffrey G, Weiler, Sarah R, Alema-Mensah, Ernest, Joseph Applegate, R, Lozinski, Galina, Patibandla, Nandan, Wei, Kun, Adams, William G, Natter, Marc D, Ofili, Elizabeth O, Ostasiewski, Brian, Quarshie, Alexander, Rosenthal, Gary E, Bernstam, Elmer V, Mandl, Kenneth D, Murphy, Shawn N
Publicado 2019

The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Tri...

por Rossetti, Sarah Collins, Dykes, Patricia C, Knaplund, Christopher, Kang, Min-Jeoung, Schnock, Kumiko, Garcia Jr, Jose Pedro, Fu, Li-Heng, Chang, Frank, Thai, Tien, Fred, Matthew, Korach, Tom Z, Zhou, Li, Klann, Jeffrey G, Albers, David, Schwartz, Jessica, Lowenthal, Graham, Jia, Haomiao, Liu, Fang, Cato, Kenrick
Publicado 2021

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