Author

David J. Albers

Columbia University Irving Medical CenterORCID 0000-0002-5369-526XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Assay:clinical cohort / trial· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

J.N. StrohiD· 2 shared Bradford J. SmithiD· 1 shared Brandon P. ForemaniD· 1 shared George M. HripcsakiD· 1 shared Jay M. J. R. CarriD· 1 shared Jennifer K. BriggsiD· 1 shared Melike SirlanciiD· 1 shared Michael M. TymkoiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioengineering

J.N. StrohORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintMay 22, 2025

Physics-Informed Digital Twin Can Predict Cerebral Blood Flow and Cerebral Vascular Regulation Mechanisms in Neurocritical Care Patients

Jennifer K. Briggs, J.N. Stroh, Soojin Park…·David J. Albers

This paper introduces CereBRLSIM, a digital twin that predicts cerebral blood flow and CVR mechanisms in neurocritical care patients with higher accuracy than machine learning models.

1 citation

humanclinical cohort / trial

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BioinformaticsJournal of Biomedical InformaticsPeer-reviewedDec 23, 2022

Hypothesis-driven modeling of the human lung-ventilator system for Acute Respiratory Distress Syndrome research

J.N. Stroh, Bradford J. Smith, Peter D. Sottile…·David J. Albers

This paper develops a hypothesis-driven model of the human lung-ventilator system to improve parameter estimation and characterization of ventilatory patterns in ARDS.

8 citations

humanstatistical model

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