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Zachary H. Strasser
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2020 – today
- 2023
- [j7]Amelia L. M. Tan, Emily J. Getzen, Meghan R. Hutch, Zachary H. Strasser
, Alba Gutiérrez-Sacristán
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? J. Biomed. Informatics 139: 104306 (2023) - 2022
- [j6]Hossein Estiri
An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes. J. Am. Medical Informatics Assoc. 29(8): 1334-1341 (2022) - [j5]Griffin M. Weber, Chuan Hong
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. npj Digit. Medicine 5 (2022) - [j4]Harrison G. Zhang
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine 5 (2022) - [c5]Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri:
A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. AMIA 2022 - [c4]Jeffrey G. Klann, Zachary H. Strasser, Chris J. Kennedy, Meghan Hutch, John H. Holmes, Gabriel A. Brat, Shawn N. Murphy:
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions. AMIA 2022 - [c3]Zachary H. Strasser, Hossein Estiri, Shawn Murphy:
Machine Learning to Identify Respiratory Sequelae in Patients with COVID-19. AMIA 2022 - 2021
- [j3]Hossein Estiri
High-throughput phenotyping with temporal sequences. J. Am. Medical Informatics Assoc. 28(4): 772-781 (2021) - [j2]Hossein Estiri
Predicting COVID-19 mortality with electronic medical records. npj Digit. Medicine 4 (2021) - [c2]Zachary H. Strasser, Hossein Estiri, Shawn N. Murphy:
A Machine Learning Approach for Identifying Emergent Phenotypes Associated with a Previous COVID Infection. AMIA 2021 - 2020
- [j1]Hossein Estiri
Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations. Patterns 1(4): 100051 (2020) - [c1]Shawn N. Murphy, Hossein Estiri, Zachary H. Strasser, Kavishwar B. Wagholikar, Victor M. Castro:
High-throughput Phenotyping with EHR Sequences. AMIA 2020 - [i1]Hossein Estiri, Zachary H. Strasser
Individualized Prediction of COVID-19 Adverse outcomes with MLHO. CoRR abs/2008.03869 (2020)
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