Sebastian Johannes Johannes Fritsch

14PUBLICATIONS
21CO-AUTHORS
Context learningSemi- and unsupervised learningEpidemiological modellingFluid-structure interaction and aeroacousticsPattern recognition
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Publications (14)

|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

|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

|Sep 15, 2022
A training strategy for hybrid models to break the curse of dimensionality.

Moein E Samadi, Sandra Kiefer, Sebastian Johaness Fritsch

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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