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PubPharm (48)
1
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
enthalten in:
bioRxiv.org
| 2024
von
Sharafutdinov, K.
|
Fritsch, S.
|
Iravani, M.
| +9
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2
Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation
enthalten in:
Journal of critical care
| 2024
von
Fritsch, S.
|
Riedel, M.
|
Marx, G.
| +2
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3
A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
enthalten in:
Scientific reports
| 2024
von
Samadi, M.
|
Guzman-Maldonado, J.
|
Nikulina, K.
| +4
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4
Effects of structured protocolized physical therapy on the duration of mechanical ventilation in patients with prolonged weaning
enthalten in:
Journal of critical care
| 2024
von
Bickenbach, J.
|
Fritsch, S.
|
Cosler, S.
| +7
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5
Transfer Learning Across Diseases Opens a Novel Route Towards Pandemic Preparedness
enthalten in:
ResearchSquare.com
| 2023
von
Meyer, J.
|
Fritsch, S.
|
Sharafutdinov, K.
| +5
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6
Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome
enthalten in:
Diagnostics (Basel, Switzerland)
| 2023
von
Barakat, C.
|
Sharafutdinov, K.
|
Busch, J.
| +7
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7
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups
enthalten in:
Scientific reports
| 2023
von
Merkelbach, K.
|
Schaper, S.
|
Diedrich, C.
| +2
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8
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
enthalten in:
Diagnostics (Basel, Switzerland)
| 2023
von
Barakat, C.
|
Aach, M.
|
Schuppert, A.
| +3
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9
Weaning from invasive ventilation : Challenges in the clinical routine
enthalten in:
Die Anaesthesiologie
| 2022
von
Bickenbach, J.
|
Fritsch, S.
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10
Biometric covariates and outcome in COVID-19 patients: Are we looking close enough?
enthalten in:
bioRxiv.org
| 2022
von
Fritsch, S.
|
Sharafutdinov, K.
|
Marx, G.
| +2
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9
Research Support, Non-U.S. Gov't
4
Mechanical ventilation
3
570
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Breathing work
3
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Chemistry Development Kit
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2
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Erscheinungszeitraum
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2020-
17
2010-2019
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6
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