Publications by authors named "Milad G Rad"

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Association between comorbidities at ICU admission and post-Sepsis physical impairment: A retrospective cohort study.
Seibi Kobara, Ryohei Yamamoto, Milad G Rad, Jocelyn R Grunwell, Nao Hikota

J Crit Care· October 2024

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HIRA: Heart Rate Interval based Rapid Alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF).
Preethi Krishnan, Milad G Rad, Palak Agarwal, Curtis Marshall, Philip Yang

Physiol Meas· October 2023

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Improving irregular temporal modeling by integrating synthetic data to the electronic medical record using conditional GANs: a case study of fluid overload prediction in the intensive care unit.
Alireza Rafiei, Milad Ghiasi Rad, Andrea Sikora, Rishikesan Kamaleswaran

medRxiv· June 2023

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Pharmacophenotype identification of intensive care unit medications using unsupervised cluster analysis of the ICURx common data model.
Andrea Sikora, Alireza Rafiei, Milad Ghiasi Rad, Kelli Keats, Susan E Smith

Crit Care· May 2023

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Untargeted, High-Resolution Metabolomics in Pediatric Eosinophilic Esophagitis.
Elizabeth M Sinclair, Catherine C Cohen, ViLinh Tran, Dean P Jones, Jessica A Alvarez, Milad Ghiasi Rad

J Pediatr Gastroenterol Nutr· March 2023

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Cluster analysis of plasma cytokines identifies two unique endotypes of children with asthma in the pediatric intensive care unit.
Kirsten A Cottrill, Milad G Rad, Michael J Ripple, Susan T Stephenson, Ahmad F Mohammad

Sci Rep· March 2023

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Identification of a pediatric acute hypoxemic respiratory failure signature in peripheral blood leukocytes at 24 hours post-ICU admission with machine learning.
Jocelyn R Grunwell, Milad G Rad, Michael J Ripple, Nadir Yehya, Hector R Wong

Front Pediatr· March 2023

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Bioenergetic Crisis in ICU-Acquired Weakness Gene Signatures Was Associated With Sepsis-Related Mortality: A Brief Report.
Seibi Kobara, Milad G Rad, Jocelyn R Grunwell, Craig M Coopersmith, Rishikesan Kamaleswaran

Crit Care Explor· December 2022

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Functional immunophenotyping of children with critical status asthmaticus identifies differential gene expression responses in neutrophils exposed to a poly(I:C) stimulus.
Jocelyn R Grunwell, Milad G Rad, Susan T Stephenson, Ahmad F Mohammad, Cydney Opolka

Sci Rep· November 2022

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Cluster analysis and profiling of airway fluid metabolites in pediatric acute hypoxemic respiratory failure.
Jocelyn R Grunwell, Milad G Rad, Susan T Stephenson, Ahmad F Mohammad, Cydney Opolka

Sci Rep· November 2021

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Machine Learning-Based Discovery of a Gene Expression Signature in Pediatric Acute Respiratory Distress Syndrome.
Jocelyn R Grunwell, Milad G Rad, Susan T Stephenson, Ahmad F Mohammad, Cydney Opolka

Crit Care Explor· June 2021

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A Mobile-Based Diet Monitoring System for Obesity Management.
Bruno Vieira Resende E Silva, Milad Ghiasi Rad, Juan Cui, Megan McCabe, Kaiyue Pan

J Health Med Inform· April 2018

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