A Deep Learning-Based Prediction Model for Mortality in Severe COVID-19 Patients: A Multi-Center Registry Analysis in Korea - Amsterdam 2025

Acute respiratory distress syndrome

Chair(s): Christoph Fisser, Jyoti Bajpai

Session type: Poster session

A Deep Learning-Based Prediction Model for Mortality in Severe COVID-19 Patients: A Multi-Center Registry Analysis in Korea

Chang-Seok Yoon

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Spatial Metabonomics and transcriptome study reveals metabolic heterogeneity in lung injury

Ruoyi Shen

Poster

Abstract

Tocilizumab Efficacy Across Inflammatory Subphenotypes in COVID-19 related ARDS (on behalf of the PANTHER CRC)

Lieuwe D.j. Bos

Poster

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Late Breaking Abstract - Effects of Spontaneous Breathing, Positive Airway Pressure, and pRoteCtive Mechanical Ventilation in a Preclinical Model of Acute Lung Injury. The SPARC Study

Luca Salvatore Menga

Poster

Abstract

Annual variation in intensive care mortality of women with acute respiratory failure: A 11-year cohort study

Sinem Gungor

Poster

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16-Year Analysis of Elderly Patients Followed in Intensive Care Unit with Acute Respiratory Failure: Restrospective Cohort Study

Sinem Gungor

Poster

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Evaluation of prone position in Acute Respiratory Distress Syndrome (ARDS) and VV-ECMO: preliminary analysis of an animal experimental study

Filippo Sartori

Abstract

The Heterogeneous Effect of High PEEP strategies on Survival in Acute Respiratory Distress Syndrome: preliminary results of a data-driven analysis of randomized trials

Annemijn Jonkman

Poster

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Context-Aware Concept Bottleneck Models: Integrating LLM Insights for Enhanced ARDS Identification

Dominic Marshall

Poster

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Exploring time-varying corticosteroid effects in ARDS via augmented inverse probability weighting analysis

Dominic Marshall

Poster

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Impact of tracheostomy on ICU stay in adult patients with ARDS: a systematic review

Veronica Rossi

Poster

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Acquired von Willebrand syndrome in patients undergoing VV-ECMO

Esther Dreier

Poster

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Quantitative CT chest (QCT) in covid ards (CARDS) vs non-covid pneumonia ards (nCARDS-pn).

Federica Longo

Poster

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Prognostic and predictive value of stress hyperglycemia ratio in ARDS patients with new global definition: a multicenter cohort study

Shenghui Li

Poster

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A 12-Protein-Based Prognostic Prediction Model for ARDS

Ruoyi Shen

Poster

Abstract

A Deep Learning-Based Prediction Model for Mortality in Severe COVID-19 Patients: A Multi-Center Registry Analysis in Korea

Chang-seok Yoon

Poster

Abstract

BAP-65 and CURB-65 scores in exacerbations of COPD admitted to ICU

Eli Dabscheck

Poster

Abstract

A prospective analysis of two novel mortality prediction scores among hypoxemic adults in sub-Saharan Africa

Swati Goel

Poster

Abstract

Risk factors for mortality and IMV/ECMO in US patients hospitalized for viral LRTD

Ekaterina Maslova

Poster

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A novel SP-B/SP-C fusion peptide surfactant improves lung function and resists inactivation in experimental RDS

Pavol Mikolka

Poster

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Late Breaking Abstract - Optimal PEEP assessment with EIT and transpulmonary compliance in patients with acute hypoxemic respiratory failure

Valentina Fincati

Poster

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CDN Connection Issue

The ERS Congress 2025, Amsterdam

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