External validation of ARDS mortality prediction model using combined clinical data and chest radiograph analysis using deep neural networks. The advantge of a scalable predictive model - Amsterdam 2025

Mechanical ventilation

Chair(s): Federico Tagariello, Nina Cardinaels

Session type: Poster session

External validation of ARDS mortality prediction model using combined clinical data and chest radiograph analysis using deep neural networks. The advantge of a scalable predictive model

Ana Cysneiros

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Exploring the role of dynamic mechanical power density as a weaning predictor in tracheostomized patients on prolonged mechanical ventilation: a retrospective cohort study

Cheng Jung Li

Poster

Abstract

The Accuracy of the Modified Dynamic Index Incorporating PaO2/FiO2 Ratio and Heart Rate Compared to the ROX Index in Predicting High Flow Nasal Cannula Outcomes Among Patients with Acute Hypoxemic Respiratory Failure

Sofia Salome Aparece-solis

Poster

Abstract

Comparison of scoring systems for mortality prediction in acute exacerbation of chronic obstructive pulmonary disease

Yasmine Charfi

Poster

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A comparative analysis of patients with nosocomial infections in a Respiratory intensive care unit during and after a pandemic: a retrospective study

Pavel Yordanov

Poster

Abstract

Bench test comparison of absolute humidity in cleared humidification devices and a novel humidification system

Melanie Moylan

Poster

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Diagnostic accuracy of respiratory rate-oxygen saturation (ROx) index for outcome of extubation in adult patients who are mechanically ventilated in a tertiary hospital

Ervin Espinosa

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A retrospective descriptive study of unit costs associated with mechanical ventilator use in general medical wards

Sunarida Munketwit

Poster

Abstract

External validation of ARDS mortality prediction model using combined clinical data and chest radiograph analysis using deep neural networks. The advantge of a scalable predictive model

Ana Cysneiros

Poster

Abstract

Multidimensional sequelae in survivors of severe pneumonia or ARDS: a multicenter study in Catalonia.

Laura Alcarraz Vázquez

Poster

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P0.1 and PMUS as predictors of clinical outcomes in mechanically ventilated patients.

Lilian E. B. Delazari

Poster

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Assessing the accuracy of molecular flow sensing for the measurement of oxygen consumption

Ben D. Fuller

Poster

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Proportional assist ventilation versus pressure support ventilation to reduce respiratory effort parameters in the weaning of patients with respiratory failure: A Randomized cross-over study

Methawut Chanajapo

Poster

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Extending respiratory compliance monitoring towards pressure support ventilation in intubated patients using oscillometry

Andy Keymolen

Poster

Abstract

Thoraco-abdominal synchrony assessment in hospitalized COPD acute exacerbations using respiratory inductance plethysmography: comparison between a traditionally studied parameter (phase angle) and a new proposal (global phase delay)

Mara Santomassimo

Poster

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Waveform-based mechanical power calculation in mechanically ventilated patients: correlation with dynamic driving pressure

Hye Min Kim

Poster

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Impact of mechanical ventilation in acute exacerbation of interstitial lung disease: a bench study

Elise Artaud Macari

Poster

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Late Breaking Abstract - Improved aerosol drug delivery during adult invasive mechanical ventilation with independent humidity control

Madeline Zhang

Poster

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The ERS Congress 2025, Amsterdam

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