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Sebastian Johannes Johannes Fritsch

14PUBLICATIONS

21CO-AUTHORS

Context learningAcoustics and noise control (excl. architectural acoustics)Semi- and unsupervised learningEpidemiological modellingFluid-structure interaction and aeroacoustics

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Publications (14)

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|Oct 14, 2025

GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction.

Moein E Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch

|Jan 20, 2025

Setting the ventilator with AI support: challenges and perspectives.

Sebastian Johannes Fritsch, Maurizio Cecconi

|Aug 26, 2024

Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets.

Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Mina Iravani

|May 09, 2024

Diaphragm ultrasound in patients with prolonged weaning from mechanical ventilation.

Sebastian Johannes Fritsch, Anna Große Siemer, Michael Dreher

|Jun 28, 2023

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.

Chadi S Barakat, Konstantin Sharafutdinov, Josefine Busch

|Feb 11, 2023

Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support.

Chadi Barakat, Marcel Aach, Andreas Schuppert

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Frequent Collaborators

5 joint publications

Andreas Schuppert

3 joint publications

Oliver Maassen

3 joint publications

Julia Palm

3 joint publications

Saskia Deffge

3 joint publications

Julian Kunze

3 joint publications

Gernot Marx

3 joint publications

Johannes Bickenbach

3 joint publications

Morris Riedel

2 joint publications

Chadi S Barakat

2 joint publications

Sigurður Brynjólfsson

Frequent Collaborators

5 joint publications

Andreas Schuppert

3 joint publications

Oliver Maassen

3 joint publications

Julia Palm

3 joint publications

Saskia Deffge

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