SDI-S
SDI-S: Smart Data Innovation Services - Experimentelle Erprobung und Entwicklung von KI-Dienstverbünden für Innovationen auf industriellen Daten
Coordinator | Barakat, Chadi |
Grant period | 2023-01-01 - 2024-12-31 |
Funding body | Bundesministerium für Bildung und Forschung |
BMBF | |
Identifier | G:(BMBF)01IS22095D |
All known publications ...
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Journal Article
Setting the ventilator with AI support: challenges and perspectives
Intensive care medicine 51, 593–595 (2025) [10.1007/s00134-024-07778-w]
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Journal Article
Robustness of a DenseNet-121 for the Classification of ARDS in Chest X-Rays
Current directions in biomedical engineering 10(4), 244 - 247 (2024) [10.1515/cdbme-2024-2059]
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Contribution to a book
Wo die Verfügbarkeit des relevanten Wissens über Leben und Tod entscheiden kann
[Ebook] DIVI Jahrbuch 2024/2025 : Schwerpunkt: New Work Hot Topic: KI
Berlin : MWV Medizinisch Wissenschaftliche Verlag, DIVI Jahrbuch Series : 1st ed., 1 online resource (4 pages) (2024) [10.34734/FZJ-2024-07354]
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Contribution to a book
Künstliche Intelligenz, Algorithmen, Big Data – Aus Daten entstehen individuelle Therapiekonzepte
[Ebook] DIVI Jahrbuch 2024/2025 : Schwerpunkt: New Work Hot Topic: KI
Berlin : MWV Medizinisch Wissenschaftliche Verlag, DIVI Jahrbuch Series : 1st ed., 1 online resource (4 pages) (2024) [10.34734/FZJ-2024-07353]
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Poster (Invited)
Few-Shot Learning für Optimierte Schockerfolgvorhersage
Smart Data Innovation Days 2024, SDID2024, KarlsruheKarlsruhe, Germany, 5 Nov 2024 - 5 Nov 2024
[10.34734/FZJ-2024-06703]
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Poster (Invited)
Hyperparameter Optimization and Few-Shot Learning
Smart Data Innovation Days 2024, SDID2024, KarlsruheKarlsruhe, Germany, 5 Nov 2024 - 5 Nov 2024
[10.34734/FZJ-2024-06699]
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Conference Presentation (After Call)
Challenges in data and AI: The clinician's perspective
50th Congress of European Society for Artificial Organs, ESAO 2024, AachenAachen, Germany, 8 Sep 2024 - 11 Sep 2024
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Journal Article
Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”
Journal of critical care 83, 154850 (2024) [10.1016/j.jcrc.2024.154850]
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Journal Article
Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation
Journal of critical care 82, 154795 (2024) [10.1016/j.jcrc.2024.154795]
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Journal Article
Diaphragm ultrasound in patients with prolonged weaning from mechanical ventilation
Quantitative imaging in medicine and surgery 14(5), 3248 - 3263 (2024) [10.21037/qims-23-1712]
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All known publications ...
Download: BibTeX | EndNote XML, Text | RIS |