Marcus Oswald

Jena, TH, Germany

Last Updated: 09/26/2026

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Found 24 publications

A pan-viral map of host dependency factors from multi-omics integration and machine learning across influenza A, SARS-CoV-2, Zika, and dengue viruses.

A pan-viral map of host dependency factors from multi-omics integration and machine learning across influenza A, SARS-CoV-2, Zika, and dengue viruses.

Journal: Journal of translational medicine

Published: December 08, 2025

Correction: Heuristic-enabled active machine learning: A case study of predicting essential developmental stage and immune response genes in Drosophila melanogaster.

Correction: Heuristic-enabled active machine learning: A case study of predicting essential developmental stage and immune response genes in Drosophila melanogaster.

Journal: PloS one

Published: June 18, 2024

Heuristic-enabled active machine learning: A case study of predicting essential developmental stage and immune response genes in Drosophila melanogaster.

Heuristic-enabled active machine learning: A case study of predicting essential developmental stage and immune response genes in Drosophila melanogaster.

Journal: PloS one

Published: April 03, 2023

Machine learning on large scale perturbation screens for SARS-CoV-2 host factors identifies β-catenin/CBP inhibitor PRI-724 as a potent antiviral.

Machine learning on large scale perturbation screens for SARS-CoV-2 host factors identifies β-catenin/CBP inhibitor PRI-724 as a potent antiviral.

Journal: Frontiers in microbiology

Published: March 24, 2023

Validation of the SACOV-19 score for identifying patients at risk of complicated or more severe COVID-19: a prospective study.

Validation of the SACOV-19 score for identifying patients at risk of complicated or more severe COVID-19: a prospective study.

Journal: Infection

Published: February 27, 2023

Neurofilament light chain levels predict encephalopathy and outcome in community-acquired pneumonia.

Neurofilament light chain levels predict encephalopathy and outcome in community-acquired pneumonia.

Journal: Annals of clinical and translational neurology

Published: November 17, 2022

PITX1 Is a Regulator of TERT Expression in Prostate Cancer with Prognostic Power.

PITX1 Is a Regulator of TERT Expression in Prostate Cancer with Prognostic Power.

Journal: Cancers

Published: January 11, 2022

Linear programming based gene expression model (LPM-GEM) predicts the carbon source for Bacillus subtilis.

Linear programming based gene expression model (LPM-GEM) predicts the carbon source for Bacillus subtilis.

Journal: BMC bioinformatics

Published: May 03, 2021

Prediction of COVID-19 deterioration in high-risk patients at diagnosis: an early warning score for advanced COVID-19 developed by machine learning.

Prediction of COVID-19 deterioration in high-risk patients at diagnosis: an early warning score for advanced COVID-19 developed by machine learning.

Journal: Infection

Published: April 12, 2021

Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock.

Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock.

Journal: Frontiers in immunology

Published: September 16, 2020

Essential gene prediction in Drosophila melanogaster using machine learning approaches based on sequence and functional features.

Essential gene prediction in Drosophila melanogaster using machine learning approaches based on sequence and functional features.

Journal: Computational and structural biotechnology journal

Published: December 19, 2019

Modelling TERT regulation across 19 different cancer types based on the MIPRIP 2.0 gene regulatory network approach.

Modelling TERT regulation across 19 different cancer types based on the MIPRIP 2.0 gene regulatory network approach.

Journal: BMC bioinformatics

Published: November 12, 2019

Showing 1-12 of 24

Last Updated: 09/26/2026